Stop the war!Остановите войну!
for scientists:
default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDSearch dblp for Publications
export results for "toc:db/conf/kdd/kdd2021.bht:"
download as .bib file
@inproceedings{DBLP:conf/kdd/0001H0021,
author = {Yu Meng and
Jiaxin Huang and
Yu Zhang and
Jiawei Han},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {On the Power of Pre-Trained Text Representations: Models and Applications
in Text Mining},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4052--4053},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3470810},
doi = {10.1145/3447548.3470810},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/0001H0021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0001HACJG21,
author = {Siddharth Bhatia and
Bryan Hooi and
Leman Akoglu and
Sourav Chatterjee and
Xiaodong Jiang and
Manish Gupta},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{ODD:} Outlier Detection and Description},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4108--4109},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469483},
doi = {10.1145/3447548.3469483},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/0001HACJG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0001HKA021,
author = {Zhe Jiang and
Wenchong He and
Marcus Stephen Kirby and
Sultan Asiri and
Da Yan},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Weakly Supervised Spatial Deep Learning based on Imperfect Vector
Labels with Registration Errors},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {767--775},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467301},
doi = {10.1145/3447548.3467301},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/0001HKA021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0001KJW021,
author = {Qi Tian and
Kun Kuang and
Kelu Jiang and
Fei Wu and
Yisen Wang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Analysis and Applications of Class-wise Robustness in Adversarial
Training},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1561--1570},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467403},
doi = {10.1145/3447548.3467403},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/0001KJW021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0001LLL21,
author = {Truyen Tran and
Vuong Le and
Hung Le and
Thao Minh Le},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {From Deep Learning to Deep Reasoning},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4076--4077},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3470803},
doi = {10.1145/3447548.3470803},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/0001LLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0001LYG21,
author = {Pan Peng and
Daniel Lopatta and
Yuichi Yoshida and
Gramoz Goranci},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Local Algorithms for Estimating Effective Resistance},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1329--1338},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467361},
doi = {10.1145/3447548.3467361},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/0001LYG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0001PGTZW21,
author = {Hao Huang and
Yanan Peng and
Ting Gan and
Weiping Tu and
Ruiting Zhou and
Sai Wu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Metric Learning via Penalized Optimization},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {656--664},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467369},
doi = {10.1145/3447548.3467369},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/0001PGTZW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0001PLCQZHCL021,
author = {Chengyu Wang and
Haojie Pan and
Yuan Liu and
Kehan Chen and
Minghui Qiu and
Wei Zhou and
Jun Huang and
Haiqing Chen and
Wei Lin and
Deng Cai},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {MeLL: Large-scale Extensible User Intent Classification for Dialogue
Systems with Meta Lifelong Learning},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3649--3659},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467107},
doi = {10.1145/3447548.3467107},
timestamp = {Sat, 09 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/0001PLCQZHCL021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0001QBCZ21,
author = {Da Yan and
Steve Qin and
Debswapna Bhattacharya and
Jake Y. Chen and
Mohammed J. Zaki},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {20th International Workshop on Data Mining in Bioinformatics {(BIOKDD}
2021)},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4175--4176},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469442},
doi = {10.1145/3447548.3469442},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/0001QBCZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0001RSW21,
author = {Jae{-}Gil Lee and
Yuji Roh and
Hwanjun Song and
Steven Euijong Whang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Machine Learning Robustness, Fairness, and their Convergence},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4046--4047},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3470799},
doi = {10.1145/3447548.3470799},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/0001RSW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0001S21,
author = {Hao Xue and
Flora D. Salim},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Exploring Self-Supervised Representation Ensembles for {COVID-19}
Cough Classification},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1944--1952},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467263},
doi = {10.1145/3447548.3467263},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/0001S21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0001WDWT21,
author = {Yao Ma and
Suhang Wang and
Tyler Derr and
Lingfei Wu and
Jiliang Tang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Graph Adversarial Attack via Rewiring},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1161--1169},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467416},
doi = {10.1145/3447548.3467416},
timestamp = {Tue, 11 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/0001WDWT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0001Z0Z21,
author = {Hui Xiong and
Hengshu Zhu and
Tong Xu and
Xi Zhang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{TMC} 2021: 2021 International Workshop on Talent and Management Computing},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4169--4170},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469465},
doi = {10.1145/3447548.3469465},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/0001Z0Z21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0001ZKHK21,
author = {Menglin Yang and
Min Zhou and
Marcus Kalander and
Zengfeng Huang and
Irwin King},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Discrete-time Temporal Network Embedding via Implicit Hierarchical
Learning in Hyperbolic Space},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1975--1985},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467422},
doi = {10.1145/3447548.3467422},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/0001ZKHK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0001ZWWFTWLWH21,
author = {Chaochao Chen and
Jun Zhou and
Li Wang and
Xibin Wu and
Wenjing Fang and
Jin Tan and
Lei Wang and
Alex X. Liu and
Hao Wang and
Cheng Hong},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {When Homomorphic Encryption Marries Secret Sharing: Secure Large-Scale
Sparse Logistic Regression and Applications in Risk Control},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2652--2662},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467210},
doi = {10.1145/3447548.3467210},
timestamp = {Thu, 13 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/0001ZWWFTWLWH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0002S021,
author = {Zijie Huang and
Yizhou Sun and
Wei Wang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Coupled Graph {ODE} for Learning Interacting System Dynamics},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {705--715},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467385},
doi = {10.1145/3447548.3467385},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/0002S021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0002SCFB21,
author = {Jo{\~{a}}o Bento and
Pedro Saleiro and
Andr{\'{e}} Ferreira Cruz and
M{\'{a}}rio A. T. Figueiredo and
Pedro Bizarro},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {TimeSHAP: Explaining Recurrent Models through Sequence Perturbations},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2565--2573},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467166},
doi = {10.1145/3447548.3467166},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/0002SCFB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0002ZJQHCWBN21,
author = {Zhen Qin and
Honglei Zhuang and
Rolf Jagerman and
Xinyu Qian and
Po Hu and
Dan Chary Chen and
Xuanhui Wang and
Michael Bendersky and
Marc Najork},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Bootstrapping Recommendations at Chrome Web Store},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3483--3491},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467099},
doi = {10.1145/3447548.3467099},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/0002ZJQHCWBN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0003LZZLD021,
author = {Weijia Zhang and
Hao Liu and
Lijun Zha and
Hengshu Zhu and
Ji Liu and
Dejing Dou and
Hui Xiong},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {MugRep: {A} Multi-Task Hierarchical Graph Representation Learning
Framework for Real Estate Appraisal},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3937--3947},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467187},
doi = {10.1145/3447548.3467187},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/0003LZZLD021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0004RL21,
author = {Hongwei Wang and
Hongyu Ren and
Jure Leskovec},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Relational Message Passing for Knowledge Graph Completion},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1697--1707},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467247},
doi = {10.1145/3447548.3467247},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/0004RL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0006RHMGLB21,
author = {Yiqun Liu and
Kaushik Rangadurai and
Yunzhong He and
Siddarth Malreddy and
Xunlong Gui and
Xiaoyi Liu and
Fedor Borisyuk},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Que2Search: Fast and Accurate Query and Document Understanding for
Search at Facebook},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3376--3384},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467127},
doi = {10.1145/3447548.3467127},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/0006RHMGLB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0009LNX0TWURSQH21,
author = {Yu Wang and
Jinchao Li and
Tristan Naumann and
Chenyan Xiong and
Hao Cheng and
Robert Tinn and
Cliff Wong and
Naoto Usuyama and
Richard Rogahn and
Zhihong Shen and
Yang Qin and
Eric Horvitz and
Paul N. Bennett and
Jianfeng Gao and
Hoifung Poon},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Domain-Specific Pretraining for Vertical Search: Case Study on Biomedical
Literature},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3717--3725},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469053},
doi = {10.1145/3447548.3469053},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/0009LNX0TWURSQH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0045AT21,
author = {Chao Zhang and
Reza Akbarinia and
Farouk Toumani},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Efficient Incremental Computation of Aggregations over Sliding Windows},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2136--2144},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467360},
doi = {10.1145/3447548.3467360},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/0045AT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AbdulaalLL21,
author = {Ahmed Abdulaal and
Zhuanghua Liu and
Tomer Lancewicki},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Practical Approach to Asynchronous Multivariate Time Series Anomaly
Detection and Localization},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2485--2494},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467174},
doi = {10.1145/3447548.3467174},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/AbdulaalLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AbeBDEGHK21,
author = {Naoki Abe and
Kathleen Buckingham and
Bistra Dilkina and
Emre Eftelioglu and
Auroop R. Ganguly and
James Hodson and
Ramakrishnan Kannan},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Fragile Earth: Accelerating Progress towards Equitable Sustainability},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4102--4103},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469484},
doi = {10.1145/3447548.3469484},
timestamp = {Wed, 08 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/AbeBDEGHK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AbrateB21,
author = {Carlo Abrate and
Francesco Bonchi},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Counterfactual Graphs for Explainable Classification of Brain Networks},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2495--2504},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467154},
doi = {10.1145/3447548.3467154},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/AbrateB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AdhikariSPKYYRR21,
author = {Bijaya Adhikari and
Ajitesh Srivastava and
Sen Pei and
Sarah Kefayati and
Rose Yu and
Amulya Yadav and
Alexander Rodr{\'{\i}}guez and
Arvind Ramanathan and
Anil Vullikanti and
B. Aditya Prakash},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {The 4th International Workshop on Epidemiology meets Data Mining and
Knowledge Discovery (epiDAMIK 4.0 @ {KDD2021)}},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4104--4105},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469475},
doi = {10.1145/3447548.3469475},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/AdhikariSPKYYRR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Adiga0HPPVLM21,
author = {Aniruddha Adiga and
Lijing Wang and
Benjamin Hurt and
Akhil Sai Peddireddy and
Przemyslaw J. Porebski and
Srinivasan Venkatramanan and
Bryan Leroy Lewis and
Madhav V. Marathe},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {All Models Are Useful: Bayesian Ensembling for Robust High Resolution
{COVID-19} Forecasting},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2505--2513},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467197},
doi = {10.1145/3447548.3467197},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Adiga0HPPVLM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AhmadOAKTE21,
author = {Muhammad Aurangzeb Ahmad and
Steve Overman and
Christine Allen and
Vikas Kumar and
Ankur Teredesai and
Carly Eckert},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Software as a Medical Device: Regulating {AI} in Healthcare via Responsible
{AI}},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4023--4024},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3470823},
doi = {10.1145/3447548.3470823},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/AhmadOAKTE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AkcoraKG21,
author = {Cuneyt Gurcan Akcora and
Murat Kantarcioglu and
Yulia R. Gel},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Data Science on Blockchains},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4025--4026},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3470800},
doi = {10.1145/3447548.3470800},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/AkcoraKG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Amer-YahiaEGH21,
author = {Sihem Amer{-}Yahia and
Shady Elbassuoni and
Ahmad Ghizzawi and
Anas Hosami},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Quantifying and Addressing Ranking Disparity in Human-Powered Data
Acquisition},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2525--2533},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467063},
doi = {10.1145/3447548.3467063},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Amer-YahiaEGH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/An0WZYCZC21,
author = {Yanqing An and
Qi Liu and
Han Wu and
Kai Zhang and
Linan Yue and
Mingyue Cheng and
Hongke Zhao and
Enhong Chen},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {LawyerPAN: {A} Proficiency Assessment Network for Trial Lawyers},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {5--13},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467218},
doi = {10.1145/3447548.3467218},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/An0WZYCZC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BagherianGBNYM21,
author = {Dawna Bagherian and
James Gornet and
Jeremy Bernstein and
Yu{-}Li Ni and
Yisong Yue and
Markus Meister},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Fine-Grained System Identification of Nonlinear Neural Circuits},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {14--24},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467402},
doi = {10.1145/3447548.3467402},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/BagherianGBNYM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BagherjeiranDGL21,
author = {Abraham Bagherjeiran and
Nemanja Djuric and
Mihajlo Grbovic and
Kuang{-}chih Lee and
Kun Liu and
Vladan Radosavljevic and
Suju Rajan},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {AdKDD 2021},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4106--4107},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469486},
doi = {10.1145/3447548.3469486},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/BagherjeiranDGL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BaiLRK21,
author = {Ching{-}Yuan Bai and
Hsuan{-}Tien Lin and
Colin Raffel and
Wendy Chi{-}wen Kan},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {On Training Sample Memorization: Lessons from Benchmarking Generative
Modeling with a Large-scale Competition},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2534--2542},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467198},
doi = {10.1145/3447548.3467198},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/BaiLRK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BaiLZLBW21,
author = {Bing Bai and
Jian Liang and
Guanhua Zhang and
Hao Li and
Kun Bai and
Fei Wang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Why Attentions May Not Be Interpretable?},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {25--34},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467307},
doi = {10.1145/3447548.3467307},
timestamp = {Thu, 02 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/BaiLZLBW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BanHC21,
author = {Yikun Ban and
Jingrui He and
Curtiss B. Cook},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Multi-facet Contextual Bandits: {A} Neural Network Perspective},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {35--45},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467299},
doi = {10.1145/3447548.3467299},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/BanHC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Banitalebi-Dehkordi21,
author = {Amin Banitalebi{-}Dehkordi and
Naveen Vedula and
Jian Pei and
Fei Xia and
Lanjun Wang and
Yong Zhang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Auto-Split: {A} General Framework of Collaborative Edge-Cloud {AI}},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2543--2553},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467078},
doi = {10.1145/3447548.3467078},
timestamp = {Sat, 19 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Banitalebi-Dehkordi21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BaoHZ21,
author = {Wei{-}Xuan Bao and
Jun{-}Yi Hang and
Min{-}Ling Zhang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Partial Label Dimensionality Reduction via Confidence-Based Dependence
Maximization},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {46--54},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467313},
doi = {10.1145/3447548.3467313},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/BaoHZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BarajasBS21,
author = {Joel Barajas and
Narayan Bhamidipati and
James G. Shanahan},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Online Advertising Incrementality Testing And Experimentation: Industry
Practical Lessons},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4027--4028},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3470819},
doi = {10.1145/3447548.3470819},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/BarajasBS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BarrosCPR21,
author = {M{\'{a}}rcia Barros and
Francisco M. Couto and
Matilde Pato and
Pedro Ruas},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Creating Recommender Systems Datasets in Scientific Fields},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4029--4030},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3470805},
doi = {10.1145/3447548.3470805},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/BarrosCPR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BarshatskiR21,
author = {Guy Barshatski and
Kira Radinsky},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Unpaired Generative Molecule-to-Molecule Translation for Lead Optimization},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2554--2564},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467120},
doi = {10.1145/3447548.3467120},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/BarshatskiR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Berti-EquilleDE21,
author = {Laure Berti{-}{\'{E}}quille and
David Dao and
Stefano Ermon and
Bedharta Goswami},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Challenges in {KDD} and {ML} for Sustainable Development},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4031--4032},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3470798},
doi = {10.1145/3447548.3470798},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Berti-EquilleDE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BetleiDA21,
author = {Artem Betlei and
Eustache Diemert and
Massih{-}Reza Amini},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Uplift Modeling with Generalization Guarantees},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {55--65},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467395},
doi = {10.1145/3447548.3467395},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/BetleiDA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BhattacharyaVBB21,
author = {Arindam Bhattacharya and
Sumanth Varambally and
Amitabha Bagchi and
Srikanta Bedathur},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Fast One-class Classification using Class Boundary-preserving Random
Projections},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {66--74},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467440},
doi = {10.1145/3447548.3467440},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/BhattacharyaVBB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BinyaminiBIYES21,
author = {Hodaya Binyamini and
Ron Bitton and
Masaki Inokuchi and
Tomohiko Yagyu and
Yuval Elovici and
Asaf Shabtai},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {A Framework for Modeling Cyber Attack Techniques from Security Vulnerability
Descriptions},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2574--2583},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467159},
doi = {10.1145/3447548.3467159},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/BinyaminiBIYES21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BompaireGH21,
author = {Martin Bompaire and
Alexandre Gilotte and
Benjamin Heymann},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Causal Models for Real Time Bidding with Repeated User Interactions},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {75--85},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467280},
doi = {10.1145/3447548.3467280},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/BompaireGH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BorisyukMM0LMBR21,
author = {Fedor Borisyuk and
Siddarth Malreddy and
Jun Mei and
Yiqun Liu and
Xiaoyi Liu and
Piyush Maheshwari and
Anthony Bell and
Kaushik Rangadurai},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {VisRel: Media Search at Scale},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2584--2592},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467081},
doi = {10.1145/3447548.3467081},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/BorisyukMM0LMBR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Boukhers0P21,
author = {Zeyd Boukhers and
Philipp Mayr and
Silvio Peroni},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {BiblioDAP'21: The 1st Workshop on Bibliographic Data Analysis and
Processing},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4110--4111},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469482},
doi = {10.1145/3447548.3469482},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Boukhers0P21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Bouyarmane21,
author = {Karim Bouyarmane},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{GEM:} Translation-Free Zero-Shot Global Entity Matcher for Global
Catalogs},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2593--2600},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467209},
doi = {10.1145/3447548.3467209},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Bouyarmane21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BraylanL21,
author = {Alexander Braylan and
Matthew Lease},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Aggregating Complex Annotations via Merging and Matching},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {86--94},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467411},
doi = {10.1145/3447548.3467411},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/BraylanL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BriandSBMT21,
author = {L{\'{e}}a Briand and
Guillaume Salha{-}Galvan and
Walid Bendada and
Mathieu Morlon and
Viet{-}Anh Tran},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {A Semi-Personalized System for User Cold Start Recommendation on Music
Streaming Apps},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2601--2609},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467110},
doi = {10.1145/3447548.3467110},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/BriandSBMT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Cao021,
author = {Chu Cao and
Mo Li},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Generating Mobility Trajectories with Retained Data Utility},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2610--2620},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467158},
doi = {10.1145/3447548.3467158},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Cao021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChanMRRDSF21,
author = {Gromit Yeuk{-}Yin Chan and
Tung Mai and
Anup B. Rao and
Ryan A. Rossi and
Fan Du and
Cl{\'{a}}udio T. Silva and
Juliana Freire},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Interactive Audience Expansion On Large Scale Online Visitor Data},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2621--2631},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467179},
doi = {10.1145/3447548.3467179},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ChanMRRDSF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChangJYTZZKHSIS21,
author = {Wei{-}Cheng Chang and
Daniel L. Jiang and
Hsiang{-}Fu Yu and
Choon{-}Hui Teo and
Jiong Zhang and
Kai Zhong and
Kedarnath Kolluri and
Qie Hu and
Nikhil Shandilya and
Vyacheslav Ievgrafov and
Japinder Singh and
Inderjit S. Dhillon},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Extreme Multi-label Learning for Semantic Matching in Product Search},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2643--2651},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467092},
doi = {10.1145/3447548.3467092},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ChangJYTZZKHSIS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChangTLGC21,
author = {Chun{-}Hao Chang and
Sarah Tan and
Benjamin J. Lengerich and
Anna Goldenberg and
Rich Caruana},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {How Interpretable and Trustworthy are GAMs?},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {95--105},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467453},
doi = {10.1145/3447548.3467453},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ChangTLGC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChangWLMDPKGRGM21,
author = {Serina Chang and
Mandy L. Wilson and
Bryan L. Lewis and
Zakaria Mehrab and
Komal K. Dudakiya and
Emma Pierson and
Pang Wei Koh and
Jaline Gerardin and
Beth Redbird and
David Grusky and
Madhav V. Marathe and
Jure Leskovec},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Supporting {COVID-19} Policy Response with Large-scale Mobility-based
Modeling},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2632--2642},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467182},
doi = {10.1145/3447548.3467182},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ChangWLMDPKGRGM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Chen0FHYZ21,
author = {Yudong Chen and
Xin Wang and
Miao Fan and
Jizhou Huang and
Shengwen Yang and
Wenwu Zhu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Curriculum Meta-Learning for Next {POI} Recommendation},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2692--2702},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467132},
doi = {10.1145/3447548.3467132},
timestamp = {Sat, 30 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Chen0FHYZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChenCGLPS21,
author = {Huiping Chen and
Alessio Conte and
Roberto Grossi and
Grigorios Loukides and
Solon P. Pissis and
Michelle Sweering},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {On Breaking Truss-Based Communities},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {117--126},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467365},
doi = {10.1145/3447548.3467365},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ChenCGLPS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChenHLL21,
author = {Pin{-}Yu Chen and
Cho{-}Jui Hsieh and
Bo Li and
Sijia Liu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Third Workshop on Adversarial Learning Methods for Machine Learning
and Data Mining (AdvML 2021)},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4112--4113},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469455},
doi = {10.1145/3447548.3469455},
timestamp = {Mon, 07 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ChenHLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChenMPWPY21,
author = {Stephen Xi Chen and
Saurajit Mukherjee and
Unmesh Phadke and
Tingting Wang and
Junwon Park and
Ravi Theja Yada},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Web-Scale Generic Object Detection at Microsoft Bing},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2674--2682},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467122},
doi = {10.1145/3447548.3467122},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ChenMPWPY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChenMWWWX21,
author = {Yifei Chen and
Haoyu Ma and
Jiangyuan Wang and
Jianbao Wu and
Xian Wu and
Xiaohui Xie},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {PD-Net: Quantitative Motor Function Evaluation for Parkinson's Disease
via Automated Hand Gesture Analysis},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2683--2691},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467130},
doi = {10.1145/3447548.3467130},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ChenMWWWX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChenRMKE21,
author = {Hongjie Chen and
Ryan A. Rossi and
Kanak Mahadik and
Sungchul Kim and
Hoda Eldardiry},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Graph Deep Factors for Forecasting with Applications to Cloud Resource
Allocation},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {106--116},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467357},
doi = {10.1145/3447548.3467357},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ChenRMKE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChenWGS21,
author = {Junjie Chen and
Wendy Hui Wang and
Hongchang Gao and
Xinghua Shi},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{PAR-GAN:} Improving the Generalization of Generative Adversarial
Networks Against Membership Inference Attacks},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {127--137},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467445},
doi = {10.1145/3447548.3467445},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ChenWGS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChenWZ0G0QLXXWL21,
author = {Mingcheng Chen and
Zhenghui Wang and
Zhiyun Zhao and
Weinan Zhang and
Xiawei Guo and
Jian Shen and
Yanru Qu and
Jieli Lu and
Min Xu and
Yu Xu and
Tiange Wang and
Mian Li and
Weiwei Tu and
Yong Yu and
Yufang Bi and
Weiqing Wang and
Guang Ning},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Task-wise Split Gradient Boosting Trees for Multi-center Diabetes
Prediction},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2663--2673},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467123},
doi = {10.1145/3447548.3467123},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ChenWZ0G0QLXXWL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChenYZHWW21,
author = {Tong Chen and
Hongzhi Yin and
Yujia Zheng and
Zi Huang and
Yang Wang and
Meng Wang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Learning Elastic Embeddings for Customizing On-Device Recommenders},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {138--147},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467220},
doi = {10.1145/3447548.3467220},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ChenYZHWW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChengGS021,
author = {Lu Cheng and
Ruocheng Guo and
Kai Shu and
Huan Liu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Causal Understanding of Fake News Dissemination on Social Media},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {148--157},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467321},
doi = {10.1145/3447548.3467321},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ChengGS021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChoCLC21,
author = {Sohee Cho and
Wonjoon Chang and
Ginkyeng Lee and
Jaesik Choi},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Interpreting Internal Activation Patterns in Deep Temporal Neural
Networks by Finding Prototypes},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {158--166},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467346},
doi = {10.1145/3447548.3467346},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ChoCLC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChopinGLLRW21,
author = {Nicolas Chopin and
Mike Gartrell and
Dawen Liang and
Alberto Lumbreras and
David Rohde and
Yixin Wang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Bayesian Causal Inference for Real World Interactive Systems},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4114--4115},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469447},
doi = {10.1145/3447548.3469447},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ChopinGLLRW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChowL21,
author = {Ka Ho Chow and
Ling Liu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Robust Object Detection Fusion Against Deception},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2703--2713},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467121},
doi = {10.1145/3447548.3467121},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ChowL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChowdhurySB021,
author = {Farhan Asif Chowdhury and
M. Ashraf Siddiquee and
Glenn Eli Baker and
Abdullah Mueen},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{FASER:} Seismic Phase Identifier for Automated Monitoring},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2714--2721},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467064},
doi = {10.1145/3447548.3467064},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ChowdhurySB021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChuR021,
author = {Zhixuan Chu and
Stephen L. Rathbun and
Sheng Li},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Graph Infomax Adversarial Learning for Treatment Effect Estimation
with Networked Observational Data},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {176--184},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467302},
doi = {10.1145/3447548.3467302},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ChuR021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChuW21,
author = {Zhendong Chu and
Hongning Wang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Improve Learning from Crowds via Generative Augmentation},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {167--175},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467409},
doi = {10.1145/3447548.3467409},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ChuW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Conitzer21,
author = {Vincent Conitzer},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Automated Mechanism Design for Strategic Classification: Abstract
for KDD'21 Keynote Talk},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469650},
doi = {10.1145/3447548.3469650},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Conitzer21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/CormodeMRV21,
author = {Graham Cormode and
Abhinav Mishra and
Joseph Ross and
Pavel Vesel{\'{y}}},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Theory meets Practice at the Median: {A} Worst Case Comparison of
Relative Error Quantile Algorithms},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2722--2731},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467152},
doi = {10.1145/3447548.3467152},
timestamp = {Tue, 29 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/CormodeMRV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/CoupetteV21,
author = {Corinna Coupette and
Jilles Vreeken},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Graph Similarity Description: How Are These Graphs Similar?},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {185--195},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467257},
doi = {10.1145/3447548.3467257},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/CoupetteV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/CousinsWR21,
author = {Cyrus Cousins and
Chloe Wohlgemuth and
Matteo Riondato},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Bavarian: Betweenness Centrality Approximation with Variance-Aware
Rademacher Averages},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {196--206},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467354},
doi = {10.1145/3447548.3467354},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/CousinsWR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/CuiAJKMYADK21,
author = {Xiquan Cui and
Estelle Afshar and
Khalifeh Al Jadda and
Srijan Kumar and
Julian J. McAuley and
Tao Ye and
Kamelia Aryafar and
Vachik S. Dave and
Mohammad Korayem},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Workshop on Online and Adaptative Recommender Systems {(OARS)}},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4116--4117},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469472},
doi = {10.1145/3447548.3469472},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/CuiAJKMYADK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/CuiPZW21,
author = {Sen Cui and
Weishen Pan and
Changshui Zhang and
Fei Wang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Towards Model-Agnostic Post-Hoc Adjustment for Balancing Ranking Fairness
and Algorithm Utility},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {207--217},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467251},
doi = {10.1145/3447548.3467251},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/CuiPZW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DahiyaSSGCEMB021,
author = {Snehil Dahiya and
Shalini Sharma and
Dhruv Sahnan and
Vasu Goel and
Emilie Chouzenoux and
V{\'{\i}}ctor Elvira and
Angshul Majumdar and
Anil Bandhakavi and
Tanmoy Chakraborty},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Would Your Tweet Invoke Hate on the Fly? Forecasting Hate Intensity
of Reply Threads on Twitter},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2732--2742},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467150},
doi = {10.1145/3447548.3467150},
timestamp = {Mon, 27 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/DahiyaSSGCEMB021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Dai0W21,
author = {Enyan Dai and
Charu Aggarwal and
Suhang Wang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{NRGNN:} Learning a Label Noise Resistant Graph Neural Network on
Sparsely and Noisily Labeled Graphs},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {227--236},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467364},
doi = {10.1145/3447548.3467364},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Dai0W21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DaiSSW21,
author = {Enyan Dai and
Kai Shu and
Yiwei Sun and
Suhang Wang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Labeled Data Generation with Inexact Supervision},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {218--226},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467306},
doi = {10.1145/3447548.3467306},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/DaiSSW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DanilevskyD000X21,
author = {Marina Danilevsky and
Shipi Dhanorkar and
Yunyao Li and
Lucian Popa and
Kun Qian and
Anbang Xu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Explainability for Natural Language Processing},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4033--4034},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3470808},
doi = {10.1145/3447548.3470808},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/DanilevskyD000X21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DattaFLLSW21,
author = {Anupam Datta and
Matt Fredrikson and
Klas Leino and
Kaiji Lu and
Shayak Sen and
Zifan Wang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Machine Learning Explainability and Robustness: Connected at the Hip},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4035--4036},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3470806},
doi = {10.1145/3447548.3470806},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/DattaFLLSW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Davidson21,
author = {Ian Davidson},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Fairness and Explanation in Clustering and Outlier Detection},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4037},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3470822},
doi = {10.1145/3447548.3470822},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Davidson21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DawMK21,
author = {Arka Daw and
M. Maruf and
Anuj Karpatne},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{PID-GAN:} {A} {GAN} Framework based on a Physics-informed Discriminator
for Uncertainty Quantification with Physics},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {237--247},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467449},
doi = {10.1145/3447548.3467449},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/DawMK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DempsterSW21,
author = {Angus Dempster and
Daniel F. Schmidt and
Geoffrey I. Webb},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {MiniRocket: {A} Very Fast (Almost) Deterministic Transform for Time
Series Classification},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {248--257},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467231},
doi = {10.1145/3447548.3467231},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/DempsterSW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DengCJST21,
author = {Jinliang Deng and
Xiusi Chen and
Renhe Jiang and
Xuan Song and
Ivor W. Tsang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {ST-Norm: Spatial and Temporal Normalization for Multi-variate Time
Series Forecasting},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {269--278},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467330},
doi = {10.1145/3447548.3467330},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/DengCJST21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DengLLR21,
author = {Alex Deng and
Yicheng Li and
Jiannan Lu and
Vivek Ramamurthy},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {On Post-selection Inference in {A/B} Testing},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2743--2752},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467129},
doi = {10.1145/3447548.3467129},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/DengLLR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DengLWHWGTFC21,
author = {Qilin Deng and
Hao Li and
Kai Wang and
Zhipeng Hu and
Runze Wu and
Linxia Gong and
Jianrong Tao and
Changjie Fan and
Peng Cui},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Globally Optimized Matchmaking in Online Games},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2753--2763},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467074},
doi = {10.1145/3447548.3467074},
timestamp = {Mon, 15 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/DengLWHWGTFC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DengZCFDH21,
author = {Huiqi Deng and
Na Zou and
Weifu Chen and
Guocan Feng and
Mengnan Du and
Xia Hu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Mutual Information Preserving Back-propagation: Learn to Invert for
Faithful Attribution},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {258--268},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467310},
doi = {10.1145/3447548.3467310},
timestamp = {Sun, 28 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/DengZCFDH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DevSDH21,
author = {Sunipa Dev and
Mehrnoosh Sameki and
Jwala Dhamala and
Cho{-}Jui Hsieh},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Measures and Best Practices for Responsible {AI}},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4118},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469458},
doi = {10.1145/3447548.3469458},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/DevSDH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DhaouBGGP21,
author = {Amin Dhaou and
Antoine Bertoncello and
S{\'{e}}bastien Gourv{\'{e}}nec and
Josselin Garnier and
Erwan Le Pennec},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Causal and Interpretable Rules for Time Series Analysis},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2764--2772},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467161},
doi = {10.1145/3447548.3467161},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/DhaouBGGP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DingACFSSS21,
author = {Ying Ding and
Bogdan G. Arsintescu and
Ching{-}Hua Chen and
Haoyun Feng and
Fran{\c{c}}ois Scharffe and
Oshani Seneviratne and
Juan Sequeda},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {International Workshop on Knowledge Graph: Heterogenous Graph Deep
Learning and Applications},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4121--4122},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469473},
doi = {10.1145/3447548.3469473},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/DingACFSSS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DingDLQTY21,
author = {Ming Ding and
Yuxiao Dong and
Xiao Liu and
Jiezhong Qiu and
Jie Tang and
Zhilin Yang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {The International Workshop on Pretraining: Algorithms, Architectures,
and Applications ([email protected] 2021)},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4119--4120},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469479},
doi = {10.1145/3447548.3469479},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/DingDLQTY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DingYZZ21,
author = {Yuhui Ding and
Quanming Yao and
Huan Zhao and
Tong Zhang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {DiffMG: Differentiable Meta Graph Search for Heterogeneous Graph Neural
Networks},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {279--288},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467447},
doi = {10.1145/3447548.3467447},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/DingYZZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DohaHAR21,
author = {Rashed Doha and
Mohammad Al Hasan and
Sohel Anwar and
Veera Rajendran},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Deep Learning based Crop Row Detection with Online Domain Adaptation},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2773--2781},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467155},
doi = {10.1145/3447548.3467155},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/DohaHAR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DohanGBBC21,
author = {David Dohan and
Andreea Gane and
Maxwell L. Bileschi and
David Belanger and
Lucy J. Colwell},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Improving Protein Function Annotation via Unsupervised Pre-training:
Robustness, Efficiency, and Insights},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2782--2791},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467163},
doi = {10.1145/3447548.3467163},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/DohanGBBC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DongKTL21,
author = {Yushun Dong and
Jian Kang and
Hanghang Tong and
Jundong Li},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Individual Fairness for Graph Neural Networks: {A} Ranking based Approach},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {300--310},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467266},
doi = {10.1145/3447548.3467266},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/DongKTL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DongZYK21,
author = {Jialin Dong and
Da Zheng and
Lin F. Yang and
George Karypis},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Global Neighbor Sampling for Mixed {CPU-GPU} Training on Giant Graphs},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {289--299},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467437},
doi = {10.1145/3447548.3467437},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/DongZYK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Dragut00V21,
author = {Eduard C. Dragut and
Yunyao Li and
Lucian Popa and
Slobodan Vucetic},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Data Science with Human in the Loop},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4123--4124},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469476},
doi = {10.1145/3447548.3469476},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Dragut00V21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DuGCJWZHZ21,
author = {Lun Du and
Fei Gao and
Xu Chen and
Ran Jia and
Junshan Wang and
Jiang Zhang and
Shi Han and
Dongmei Zhang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {TabularNet: {A} Neural Network Architecture for Understanding Semantic
Structures of Tabular Data},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {322--331},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467228},
doi = {10.1145/3447548.3467228},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/DuGCJWZHZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DuGYGLZZXGL21,
author = {Chao Du and
Zhifeng Gao and
Shuo Yuan and
Lining Gao and
Ziyan Li and
Yifan Zeng and
Xiaoqiang Zhu and
Jian Xu and
Kun Gai and
Kuang{-}Chih Lee},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Exploration in Online Advertising Systems with Deep Uncertainty-Aware
Learning},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2792--2801},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467089},
doi = {10.1145/3447548.3467089},
timestamp = {Tue, 25 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/DuGYGLZZXGL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DuLT21,
author = {Boxin Du and
Lihui Liu and
Hanghang Tong},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Sylvester Tensor Equation for Multi-Way Association},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {311--321},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467336},
doi = {10.1145/3447548.3467336},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/DuLT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DuZYT21,
author = {Boxin Du and
Si Zhang and
Yuchen Yan and
Hanghang Tong},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {New Frontiers of Multi-Network Mining: Recent Developments and Future
Trend},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4038--4039},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3470801},
doi = {10.1145/3447548.3470801},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/DuZYT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/EpastoMABBCGGGI21,
author = {Alessandro Epasto and
Andr{\'{e}}s {Mu{\~{n}}oz Medina} and
Steven Avery and
Yijian Bai and
R{\'{o}}bert Busa{-}Fekete and
CJ Carey and
Ya Gao and
David Guthrie and
Subham Ghosh and
James Ioannidis and
Junyi Jiao and
Jakub Lacki and
Jason Lee and
Arne Mauser and
Brian Milch and
Vahab S. Mirrokni and
Deepak Ravichandran and
Wei Shi and
Max Spero and
Yunting Sun and
Umar Syed and
Sergei Vassilvitskii and
Shuo Wang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Clustering for Private Interest-based Advertising},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2802--2810},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467180},
doi = {10.1145/3447548.3467180},
timestamp = {Tue, 04 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/EpastoMABBCGGGI21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/FaberMW21,
author = {Lukas Faber and
Amin K. Moghaddam and
Roger Wattenhofer},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {When Comparing to Ground Truth is Wrong: On Evaluating {GNN} Explanation
Methods},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {332--341},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467283},
doi = {10.1145/3447548.3467283},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/FaberMW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/FaivishevskySMS21,
author = {Lev Faivishevsky and
Adi Szeskin and
Ashwin K. Muppalla and
Ravid Shwartz{-}Ziv and
Itamar Ben{-}Ari and
Ronen Laperdon and
Benjamin Melloul and
Tahi Hollander and
Tom Hope and
Amitai Armon},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Automated Testing of Graphics Units by Deep-Learning Detection of
Visual Anomalies},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2811--2821},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467116},
doi = {10.1145/3447548.3467116},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/FaivishevskySMS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Fan21,
author = {Jicong Fan},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Large-Scale Subspace Clustering via k-Factorization},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {342--352},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467267},
doi = {10.1145/3447548.3467267},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Fan21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/FanJHYWWMX21,
author = {Yujie Fan and
Mingxuan Ju and
Shifu Hou and
Yanfang Ye and
Wenqiang Wan and
Kui Wang and
Yinming Mei and
Qi Xiong},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Heterogeneous Temporal Graph Transformer: An Intelligent System for
Evolving Android Malware Detection},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2831--2839},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467168},
doi = {10.1145/3447548.3467168},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/FanJHYWWMX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/FanSH0L21,
author = {Miao Fan and
Yibo Sun and
Jizhou Huang and
Haifeng Wang and
Ying Li},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Meta-Learned Spatial-Temporal {POI} Auto-Completion for the Search
Engine at Baidu Maps},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2822--2830},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467058},
doi = {10.1145/3447548.3467058},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/FanSH0L21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/FangHWLSW21,
author = {Xiaomin Fang and
Jizhou Huang and
Fan Wang and
Lihang Liu and
Yibo Sun and
Haifeng Wang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{SSML:} Self-Supervised Meta-Learner for En Route Travel Time Estimation
at Baidu Maps},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2840--2848},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467060},
doi = {10.1145/3447548.3467060},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/FangHWLSW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/FangLMZ21,
author = {Jinyuan Fang and
Shangsong Liang and
Zaiqiao Meng and
Qiang Zhang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Gaussian Process with Graph Convolutional Kernel for Relational Learning},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {353--363},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467327},
doi = {10.1145/3447548.3467327},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/FangLMZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/FangLSX21,
author = {Zheng Fang and
Qingqing Long and
Guojie Song and
Kunqing Xie},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Spatial-Temporal Graph {ODE} Networks for Traffic Flow Forecasting},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {364--373},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467430},
doi = {10.1145/3447548.3467430},
timestamp = {Tue, 29 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/FangLSX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/FangYZXWYZZ21,
author = {Zhihan Fang and
Guang Yang and
Dian Zhang and
Xiaoyang Xie and
Guang Wang and
Yu Yang and
Fan Zhang and
Desheng Zhang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {MoCha: Large-Scale Driving Pattern Characterization for Usage-based
Insurance},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2849--2857},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467114},
doi = {10.1145/3447548.3467114},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/FangYZXWYZZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/FengSCTWX0021,
author = {Lei Feng and
Senlin Shu and
Yuzhou Cao and
Lue Tao and
Hongxin Wei and
Tao Xiang and
Bo An and
Gang Niu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Multiple-Instance Learning from Similar and Dissimilar Bags},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {374--382},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467318},
doi = {10.1145/3447548.3467318},
timestamp = {Wed, 10 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/FengSCTWX0021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/FengT21,
author = {Cheng Feng and
Pengwei Tian},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Time Series Anomaly Detection for Cyber-physical Systems via Neural
System Identification and Bayesian Filtering},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2858--2867},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467137},
doi = {10.1145/3447548.3467137},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/FengT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/FischerV21,
author = {Jonas Fischer and
Jilles Vreeken},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Differentiable Pattern Set Mining},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {383--392},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467348},
doi = {10.1145/3447548.3467348},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/FischerV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/FuL21,
author = {Tao{-}Yang Fu and
Wang{-}Chien Lee},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {ProgRPGAN: Progressive {GAN} for Route Planning},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {393--403},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467406},
doi = {10.1145/3447548.3467406},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/FuL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/FuX0GS21,
author = {Tianfan Fu and
Cao Xiao and
Cheng Qian and
Lucas M. Glass and
Jimeng Sun},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Probabilistic and Dynamic Molecule-Disease Interaction Modeling for
Drug Discovery},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {404--414},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467286},
doi = {10.1145/3447548.3467286},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/FuX0GS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/FursovMKKRGBK0B21,
author = {Ivan Fursov and
Matvey Morozov and
Nina Kaploukhaya and
Elizaveta Kovtun and
Rodrigo Rivera{-}Castro and
Gleb Gusev and
Dmitry Babaev and
Ivan Kireev and
Alexey Zaytsev and
Evgeny Burnaev},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Adversarial Attacks on Deep Models for Financial Transaction Records},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2868--2878},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467145},
doi = {10.1145/3447548.3467145},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/FursovMKKRGBK0B21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GaikwadILB21,
author = {Snehalkumar (Neil) S. Gaikwad and
Shankar Iyer and
Dalton D. Lunga and
Elizabeth Bondi},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Data-driven Humanitarian Mapping: Harnessing Human-Machine Intelligence
for High-Stake Public Policy and Resilience Planning},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4125--4126},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469461},
doi = {10.1145/3447548.3469461},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/GaikwadILB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Gao0L21,
author = {Ji Gao and
Xiao Huang and
Jundong Li},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Unsupervised Graph Alignment with Wasserstein Distance Discriminator},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {426--435},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467332},
doi = {10.1145/3447548.3467332},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Gao0L21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GaoYJL21,
author = {Chen Gao and
Quanming Yao and
Depeng Jin and
Yong Li},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Efficient Data-specific Model Search for Collaborative Filtering},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {415--425},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467399},
doi = {10.1145/3447548.3467399},
timestamp = {Fri, 17 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/GaoYJL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GaoZWHRHHS21,
author = {Chengliang Gao and
Fan Zhang and
Guanqun Wu and
Qiwan Hu and
Qiang Ru and
Jinghua Hao and
Renqing He and
Zhizhao Sun},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {A Deep Learning Method for Route and Time Prediction in Food Delivery
Service},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2879--2889},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467068},
doi = {10.1145/3447548.3467068},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/GaoZWHRHHS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Garcia-SorianoB21,
author = {David Garc{\'{\i}}a{-}Soriano and
Francesco Bonchi},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Maxmin-Fair Ranking: Individual Fairness under Group-Fairness Constraints},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {436--446},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467349},
doi = {10.1145/3447548.3467349},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/Garcia-SorianoB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Glotzer21,
author = {Sharon C. Glotzer},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Data Science for Assembly Engineering},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469649},
doi = {10.1145/3447548.3469649},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Glotzer21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GolrezaeiLMN21,
author = {Negin Golrezaei and
Max Lin and
Vahab S. Mirrokni and
Hamid Nazerzadeh},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Boosted Second Price Auctions: Revenue Optimization for Heterogeneous
Bidders},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {447--457},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467454},
doi = {10.1145/3447548.3467454},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/GolrezaeiLMN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GordeevaEGK21,
author = {Ludmila Gordeeva and
Vasily Ershov and
Oleg Gulyaev and
Igor Kuralenok},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Meaning Error Rate: {ASR} domain-specific metric framework},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {458--466},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467372},
doi = {10.1145/3447548.3467372},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/GordeevaEGK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GuSFZZ21,
author = {Siyu Gu and
Xiang{-}Rong Sheng and
Ying Fan and
Guorui Zhou and
Xiaoqiang Zhu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Real Negatives Matter: Continuous Training with Real Negatives for
Delayed Feedback Modeling},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2890--2898},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467086},
doi = {10.1145/3447548.3467086},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/GuSFZZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GuWBML0S21,
author = {Xiaotao Gu and
Zihan Wang and
Zhenyu Bi and
Yu Meng and
Liyuan Liu and
Jiawei Han and
Jingbo Shang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {UCPhrase: Unsupervised Context-aware Quality Phrase Tagging},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {478--486},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467397},
doi = {10.1145/3447548.3467397},
timestamp = {Fri, 02 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/GuWBML0S21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GuZCP21,
author = {Jiewei Gu and
Weiguo Zheng and
Yuzheng Cai and
Peng Peng},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Towards Computing a Near-Maximum Weighted Independent Set on Massive
Graphs},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {467--477},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467232},
doi = {10.1145/3447548.3467232},
timestamp = {Mon, 06 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/GuZCP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GuanWCL0LXQXZ21,
author = {Ziyu Guan and
Hongchang Wu and
Qingyu Cao and
Hao Liu and
Wei Zhao and
Sheng Li and
Cai Xu and
Guang Qiu and
Jian Xu and
Bo Zheng},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Multi-Agent Cooperative Bidding Games for Multi-Objective Optimization
in e-Commercial Sponsored Search},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2899--2909},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467204},
doi = {10.1145/3447548.3467204},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/GuanWCL0LXQXZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Guo0SZKLLWMLL21,
author = {Lan{-}Zhe Guo and
Zhi Zhou and
Jie{-}Jing Shao and
Qi Zhang and
Feng Kuang and
Gao{-}Le Li and
Zhang{-}Xun Liu and
Guobin Wu and
Nan Ma and
Qun (Tracy) Li and
Yufeng Li},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Learning from Imbalanced and Incomplete Supervision with Its Application
to Ride-Sharing Liability Judgment},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {487--495},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467305},
doi = {10.1145/3447548.3467305},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Guo0SZKLLWMLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GuoCTZLH21,
author = {Huifeng Guo and
Bo Chen and
Ruiming Tang and
Weinan Zhang and
Zhenguo Li and
Xiuqiang He},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {An Embedding Learning Framework for Numerical Features in {CTR} Prediction},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2910--2918},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467077},
doi = {10.1145/3447548.3467077},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/GuoCTZLH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GuoDZ21,
author = {Xiaojie Guo and
Yuanqi Du and
Liang Zhao},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Deep Generative Models for Spatial Networks},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {505--515},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467394},
doi = {10.1145/3447548.3467394},
timestamp = {Thu, 05 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/GuoDZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GuoJZZYXPN0XYJZ21,
author = {Liyi Guo and
Junqi Jin and
Haoqi Zhang and
Zhenzhe Zheng and
Zhiye Yang and
Zhizhuang Xing and
Fei Pan and
Lvyin Niu and
Fan Wu and
Haiyang Xu and
Chuan Yu and
Yuning Jiang and
Xiaoqiang Zhu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {We Know What You Want: An Advertising Strategy Recommender System
for Online Advertising},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2919--2927},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467175},
doi = {10.1145/3447548.3467175},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/GuoJZZYXPN0XYJZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GuoSTGZLTH21,
author = {Wei Guo and
Rong Su and
Renhao Tan and
Huifeng Guo and
Yingxue Zhang and
Zhirong Liu and
Ruiming Tang and
Xiuqiang He},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Dual Graph enhanced Embedding Neural Network for {CTR} Prediction},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {496--504},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467384},
doi = {10.1145/3447548.3467384},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/GuoSTGZLTH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GuoZS21,
author = {Xingzhi Guo and
Baojian Zhou and
Steven Skiena},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Subset Node Representation Learning over Large Dynamic Graphs},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {516--526},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467393},
doi = {10.1145/3447548.3467393},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/GuoZS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GuptaBPPV21,
author = {Nilesh Gupta and
Sakina Bohra and
Yashoteja Prabhu and
Saurabh Purohit and
Manik Varma},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Generalized Zero-Shot Extreme Multi-label Learning},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {527--535},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467426},
doi = {10.1145/3447548.3467426},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/GuptaBPPV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GuptaCTWWHKRM21,
author = {Vipul Gupta and
Dhruv Choudhary and
Ping Tak Peter Tang and
Xiaohan Wei and
Xing Wang and
Yuzhen Huang and
Arun Kejariwal and
Kannan Ramchandran and
Michael W. Mahoney},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Training Recommender Systems at Scale: Communication-Efficient Model
and Data Parallelism},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2928--2936},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467080},
doi = {10.1145/3447548.3467080},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/GuptaCTWWHKRM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GuptaMPMPBMGAMM21,
author = {Nitin Gupta and
Shashank Mujumdar and
Hima Patel and
Satoshi Masuda and
Naveen Panwar and
Sambaran Bandyopadhyay and
Sameep Mehta and
Shanmukha C. Guttula and
Shazia Afzal and
Ruhi Sharma Mittal and
Vitobha Munigala},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Data Quality for Machine Learning Tasks},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4040--4041},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3470817},
doi = {10.1145/3447548.3470817},
timestamp = {Tue, 04 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/GuptaMPMPBMGAMM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HajiabadiS0T21,
author = {Mahdi Hajiabadi and
Jasbir Singh and
Venkatesh Srinivasan and
Alex Thomo},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Graph Summarization with Controlled Utility Loss},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {536--546},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467359},
doi = {10.1145/3447548.3467359},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HajiabadiS0T21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HanA21,
author = {Benjamin Han and
Carl Arndt},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Budget Allocation as a Multi-Agent System of Contextual {\&} Continuous
Bandits},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2937--2945},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467124},
doi = {10.1145/3447548.3467124},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HanA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HanBLL0T21,
author = {Benjamin Han and
Douglas Burdick and
Dave Lewis and
Yijuan Lu and
Hamid Motahari and
Sandeep Tata},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{DI-2021:} The Second Document Intelligence Workshop},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4127--4128},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469454},
doi = {10.1145/3447548.3469454},
timestamp = {Thu, 26 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HanBLL0T21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HanDSFL021,
author = {Liangzhe Han and
Bowen Du and
Leilei Sun and
Yanjie Fu and
Yisheng Lv and
Hui Xiong},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Dynamic and Multi-faceted Spatio-temporal Deep Learning for Traffic
Speed Forecasting},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {547--555},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467275},
doi = {10.1145/3447548.3467275},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/HanDSFL021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HanHAB21,
author = {Xueting Han and
Zhenhuan Huang and
Bang An and
Jing Bai},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Adaptive Transfer Learning on Graph Neural Networks},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {565--574},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467450},
doi = {10.1145/3447548.3467450},
timestamp = {Sun, 16 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HanHAB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HanWYS021,
author = {Peng Han and
Jin Wang and
Di Yao and
Shuo Shang and
Xiangliang Zhang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {A Graph-based Approach for Trajectory Similarity Computation in Spatial
Networks},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {556--564},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467337},
doi = {10.1145/3447548.3467337},
timestamp = {Thu, 29 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HanWYS021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HaoLEQOS021,
author = {Junheng Hao and
Chuan Lei and
Vasilis Efthymiou and
Abdul Quamar and
Fatma {\"{O}}zcan and
Yizhou Sun and
Wei Wang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{MEDTO:} Medical Data to Ontology Matching Using Hybrid Graph Neural
Networks},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2946--2954},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467138},
doi = {10.1145/3447548.3467138},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HaoLEQOS021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HaoLXGTZL21,
author = {Xiaobo Hao and
Yudan Liu and
Ruobing Xie and
Kaikai Ge and
Linyao Tang and
Xu Zhang and
Leyu Lin},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Adversarial Feature Translation for Multi-domain Recommendation},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2964--2973},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467176},
doi = {10.1145/3447548.3467176},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HaoLXGTZL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HaoX0H021,
author = {Qianyue Hao and
Fengli Xu and
Lin Chen and
Pan Hui and
Yong Li},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Hierarchical Reinforcement Learning for Scarce Medical Resource Allocation
with Imperfect Information},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2955--2963},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467181},
doi = {10.1145/3447548.3467181},
timestamp = {Thu, 25 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/HaoX0H021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HardtCCDGGHLLMR21,
author = {Michaela Hardt and
Xiaoguang Chen and
Xiaoyi Cheng and
Michele Donini and
Jason Gelman and
Satish Gollaprolu and
John He and
Pedro Larroy and
Xinyu Liu and
Nick McCarthy and
Ashish Rathi and
Scott Rees and
Amaresh Ankit Siva and
ErhYuan Tsai and
Keerthan Vasist and
Pinar Yilmaz and
Muhammad Bilal Zafar and
Sanjiv Das and
Kevin Haas and
Tyler Hill and
Krishnaram Kenthapadi},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Amazon SageMaker Clarify: Machine Learning Bias Detection and Explainability
in the Cloud},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2974--2983},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467177},
doi = {10.1145/3447548.3467177},
timestamp = {Sat, 11 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HardtCCDGGHLLMR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HashemiPTCLC21,
author = {Helia Hashemi and
Aasish Pappu and
Mi Tian and
Praveen Chandar and
Mounia Lalmas and
Benjamin A. Carterette},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Neural Instant Search for Music and Podcast},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2984--2992},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467188},
doi = {10.1145/3447548.3467188},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HashemiPTCLC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/He0SXLJ21,
author = {Yue He and
Peng Cui and
Zheyan Shen and
Renzhe Xu and
Furui Liu and
Yong Jiang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{DARING:} Differentiable Causal Discovery with Residual Independence},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {596--605},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467439},
doi = {10.1145/3447548.3467439},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/He0SXLJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HeAK21,
author = {Bing He and
Mustaque Ahamad and
Srijan Kumar},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{PETGEN:} Personalized Text Generation Attack on Deep Sequence Embedding-based
Classification Models},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {575--584},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467390},
doi = {10.1145/3447548.3467390},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HeAK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HeCWPTYXZ21,
author = {Yue He and
Xiujun Chen and
Di Wu and
Junwei Pan and
Qing Tan and
Chuan Yu and
Jian Xu and
Xiaoqiang Zhu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {A Unified Solution to Constrained Bidding in Online Display Advertising},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2993--3001},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467199},
doi = {10.1145/3447548.3467199},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/HeCWPTYXZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HeDCJWLY21,
author = {Yue He and
Yancheng Dong and
Peng Cui and
Yuhang Jiao and
Xiaowei Wang and
Ji Liu and
Philip S. Yu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Purify and Generate: Learning Faithful Item-to-Item Graph from Noisy
User-Item Interaction Behaviors},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3002--3010},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467205},
doi = {10.1145/3447548.3467205},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/HeDCJWLY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HeGZTT21,
author = {Xiaoxi He and
Dawei Gao and
Zimu Zhou and
Yongxin Tong and
Lothar Thiele},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Pruning-Aware Merging for Efficient Multitask Inference},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {585--595},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467271},
doi = {10.1145/3447548.3467271},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HeGZTT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Hofleitner0KSS21,
author = {Aude Hofleitner and
Meng Jiang and
Srijan Kumar and
Neil Shah and
Kai Shu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {The Second International {MIS2} Workshop: Misinformation and Misbehavior
Mining on the Web},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4129--4130},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469443},
doi = {10.1145/3447548.3469443},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Hofleitner0KSS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HombaiahC0BN21,
author = {Spurthi Amba Hombaiah and
Tao Chen and
Mingyang Zhang and
Michael Bendersky and
Marc Najork},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Dynamic Language Models for Continuously Evolving Content},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2514--2524},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467162},
doi = {10.1145/3447548.3467162},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HombaiahC0BN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HongCZFRBHYMMAF21,
author = {James Hong and
Will Crichton and
Haotian Zhang and
Daniel Y. Fu and
Jacob Ritchie and
Jeremy Barenholtz and
Ben Hannel and
Xinwei Yao and
Michaela Murray and
Geraldine Moriba and
Maneesh Agrawala and
Kayvon Fatahalian},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Analysis of Faces in a Decade of {US} Cable {TV} News},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3011--3021},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467134},
doi = {10.1145/3447548.3467134},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HongCZFRBHYMMAF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HongZYWDZ21,
author = {Junyuan Hong and
Zhuangdi Zhu and
Shuyang Yu and
Zhangyang Wang and
Hiroko H. Dodge and
Jiayu Zhou},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Federated Adversarial Debiasing for Fair and Transferable Representations},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {617--627},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467281},
doi = {10.1145/3447548.3467281},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HongZYWDZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HruschkaMGG21,
author = {Estevam Hruschka and
Tom M. Mitchell and
Marko Grobelnik and
Behzad Golshan},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{WIT:} Workshop on deriving Insights from user-generated Text},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4131--4132},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469477},
doi = {10.1145/3447548.3469477},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HruschkaMGG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HuK21,
author = {Yibo Hu and
Latifur Khan},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Uncertainty-Aware Reliable Text Classification},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {628--636},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467382},
doi = {10.1145/3447548.3467382},
timestamp = {Mon, 12 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/HuK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HuaWJLYHZ21,
author = {Yun Hua and
Xiangfeng Wang and
Bo Jin and
Wenhao Li and
Junchi Yan and
Xiaofeng He and
Hongyuan Zha},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{HMRL:} Hyper-Meta Learning for Sparse Reward Reinforcement Learning
Problem},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {637--645},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467242},
doi = {10.1145/3447548.3467242},
timestamp = {Thu, 21 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HuaWJLYHZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HuaYXY21,
author = {Junhao Hua and
Ling Yan and
Huan Xu and
Cheng Yang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Markdowns in E-Commerce Fresh Retail: {A} Counterfactual Prediction
and Multi-Period Optimization Approach},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3022--3031},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467083},
doi = {10.1145/3447548.3467083},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HuaYXY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HuangDDYFW021,
author = {Tinglin Huang and
Yuxiao Dong and
Ming Ding and
Zhen Yang and
Wenzheng Feng and
Xinyu Wang and
Jie Tang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {MixGCF: An Improved Training Method for Graph Neural Network-based
Recommender Systems},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {665--674},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467408},
doi = {10.1145/3447548.3467408},
timestamp = {Sat, 19 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HuangDDYFW021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HuangLWLCM0T21,
author = {Zhenya Huang and
Xin Lin and
Hao Wang and
Qi Liu and
Enhong Chen and
Jianhui Ma and
Yu Su and
Wei Tong},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {DisenQNet: Disentangled Representation Learning for Educational Questions},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {696--704},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467347},
doi = {10.1145/3447548.3467347},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HuangLWLCM0T21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HuangSDLL021,
author = {Han Huang and
Leilei Sun and
Bowen Du and
Chuanren Liu and
Weifeng Lv and
Hui Xiong},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Representation Learning on Knowledge Graphs for Node Importance Estimation},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {646--655},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467342},
doi = {10.1145/3447548.3467342},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/HuangSDLL021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HuangSS21,
author = {Zexi Huang and
Arlei Silva and
Ambuj K. Singh},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {A Broader Picture of Random-walk Based Graph Embedding},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {685--695},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467300},
doi = {10.1145/3447548.3467300},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HuangSS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HuangTZ21,
author = {Zai Huang and
Mingyuan Tao and
Bufeng Zhang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Deep Inclusion Relation-aware Network for User Response Prediction
at Fliggy},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3059--3067},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467111},
doi = {10.1145/3447548.3467111},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HuangTZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HuangWSFHYL21,
author = {Jizhou Huang and
Haifeng Wang and
Yibo Sun and
Miao Fan and
Zhengjie Huang and
Chunyuan Yuan and
Yawen Li},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{HGAMN:} Heterogeneous Graph Attention Matching Network for Multilingual
{POI} Retrieval at Baidu Maps},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3032--3040},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467059},
doi = {10.1145/3447548.3467059},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HuangWSFHYL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HuangWWYSBCJZL21,
author = {Yuzhen Huang and
Xiaohan Wei and
Xing Wang and
Jiyan Yang and
Bor{-}Yiing Su and
Shivam Bharuka and
Dhruv Choudhary and
Zewei Jiang and
Hai Zheng and
Jack Langman},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Hierarchical Training: Scaling Deep Recommendation Models on Large
{CPU} Clusters},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3050--3058},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467084},
doi = {10.1145/3447548.3467084},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HuangWWYSBCJZL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HuangWZX21,
author = {Yanhua Huang and
Weikun Wang and
Lei Zhang and
Ruiwen Xu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Sliding Spectrum Decomposition for Diversified Recommendation},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3041--3049},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467108},
doi = {10.1145/3447548.3467108},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HuangWZX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HuangZXLZ21,
author = {Zengfeng Huang and
Shengzhong Zhang and
Chong Xi and
Tang Liu and
Min Zhou},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Scaling Up Graph Neural Networks Via Graph Coarsening},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {675--684},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467256},
doi = {10.1145/3447548.3467256},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/HuangZXLZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HuegleHPP21,
author = {Johannes Huegle and
Christopher Hagedorn and
Michael Perscheid and
Hasso Plattner},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{MPCSL} - {A} Modular Pipeline for Causal Structure Learning},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3068--3076},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467082},
doi = {10.1145/3447548.3467082},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HuegleHPP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Hui0CK21,
author = {Bo Hui and
Da Yan and
Haiquan Chen and
Wei{-}Shinn Ku},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {TrajNet: {A} Trajectory-Based Deep Learning Model for Traffic Prediction},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {716--724},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467236},
doi = {10.1145/3447548.3467236},
timestamp = {Fri, 06 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Hui0CK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/JaimesT21,
author = {Alejandro Jaimes and
Joel R. Tetreault},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Real-time Event Detection for Emergency Response Tutorial},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4042--4043},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3470815},
doi = {10.1145/3447548.3470815},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/JaimesT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/JangK21,
author = {Jun{-}Gi Jang and
U Kang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Fast and Memory-Efficient Tucker Decomposition for Answering Diverse
Time Range Queries},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {725--735},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467290},
doi = {10.1145/3447548.3467290},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/JangK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/JhaXDZ21,
author = {Kishlay Jha and
Guangxu Xun and
Nan Du and
Aidong Zhang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Knowledge-Guided Efficient Representation Learning for Biomedical
Domain},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3077--3085},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467118},
doi = {10.1145/3447548.3467118},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/JhaXDZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/JhinJKJP21,
author = {Sheo Yon Jhin and
Minju Jo and
Taeyong Kong and
Jinsung Jeon and
Noseong Park},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{ACE-NODE:} Attentive Co-Evolving Neural Ordinary Differential Equations},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {736--745},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467419},
doi = {10.1145/3447548.3467419},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/JhinJKJP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Jiang21,
author = {Meng Jiang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Cross-Network Learning with Partially Aligned Graph Convolutional
Networks},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {746--755},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467282},
doi = {10.1145/3447548.3467282},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Jiang21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/JiangG21,
author = {Heinrich Jiang and
Maya R. Gupta},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Bootstrapping for Batch Active Sampling},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3086--3096},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467076},
doi = {10.1145/3447548.3467076},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/JiangG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/JiangHZZFZLLZZA21,
author = {Wenqi Jiang and
Zhenhao He and
Shuai Zhang and
Kai Zeng and
Liang Feng and
Jiansong Zhang and
Tongxuan Liu and
Yong Li and
Jingren Zhou and
Ce Zhang and
Gustavo Alonso},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {FleetRec: Large-Scale Recommendation Inference on Hybrid {GPU-FPGA}
Clusters},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3097--3105},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467139},
doi = {10.1145/3447548.3467139},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/JiangHZZFZLLZZA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/JiangJFSLW21,
author = {Xunqiang Jiang and
Tianrui Jia and
Yuan Fang and
Chuan Shi and
Zhe Lin and
Hui Wang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Pre-training on Large-Scale Heterogeneous Graph},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {756--766},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467396},
doi = {10.1145/3447548.3467396},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/JiangJFSLW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/JiangLWW21,
author = {Daniel Jiang and
Haipeng Luo and
Chu Wang and
Yingfei Wang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Multi-Armed Bandits and Reinforcement Learning: Advancing Decision
Making in E-Commerce and Beyond},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4133--4134},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469457},
doi = {10.1145/3447548.3469457},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/JiangLWW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/JinLGLCZ21,
author = {Ruoming Jin and
Dong Li and
Jing Gao and
Zhi Liu and
Li Chen and
Yang Zhou},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Towards a Better Understanding of Linear Models for Recommendation},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {776--785},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467428},
doi = {10.1145/3447548.3467428},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/JinLGLCZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/JinMWLTCQTSYZY21,
author = {Wei Jin and
Yao Ma and
Yiqi Wang and
Xiaorui Liu and
Jiliang Tang and
Yukuo Cen and
Jiezhong Qiu and
Jie Tang and
Chuan Shi and
Yanfang Ye and
Jiawei Zhang and
Philip S. Yu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Graph Representation Learning: Foundations, Methods, Applications
and Systems},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4044--4045},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3470824},
doi = {10.1145/3447548.3470824},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/JinMWLTCQTSYZY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/JungJK21,
author = {Jaehun Jung and
Jinhong Jung and
U Kang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Learning to Walk across Time for Interpretable Temporal Knowledge
Graph Completion},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {786--795},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467292},
doi = {10.1145/3447548.3467292},
timestamp = {Mon, 15 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/JungJK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KajiHAW21,
author = {Shizuo Kaji and
Akira Horiguchi and
Takuro Abe and
Yohsuke Watanabe},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {A Hyper-surface Arrangement Model of Ranking Distributions},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {796--804},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467253},
doi = {10.1145/3447548.3467253},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/KajiHAW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KalimerisBKW21,
author = {Dimitris Kalimeris and
Smriti Bhagat and
Shankar Kalyanaraman and
Udi Weinsberg},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Preference Amplification in Recommender Systems},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {805--815},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467298},
doi = {10.1145/3447548.3467298},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/KalimerisBKW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KangCYYCHC21,
author = {Wang{-}Cheng Kang and
Derek Zhiyuan Cheng and
Tiansheng Yao and
Xinyang Yi and
Ting Chen and
Lichan Hong and
Ed H. Chi},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Learning to Embed Categorical Features without Embedding Tables for
Recommendation},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {840--850},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467304},
doi = {10.1145/3447548.3467304},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/KangCYYCHC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KangHKY21,
author = {SeongKu Kang and
Junyoung Hwang and
Wonbin Kweon and
Hwanjo Yu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Topology Distillation for Recommender System},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {829--839},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467319},
doi = {10.1145/3447548.3467319},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/KangHKY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KarakasisKS21,
author = {Paris A. Karakasis and
Aritra Konar and
Nicholas D. Sidiropoulos},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Joint Graph Embedding and Alignment with Spectral Pivot},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {851--859},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467377},
doi = {10.1145/3447548.3467377},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/KarakasisKS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KarrerSBGPGKS21,
author = {Brian Karrer and
Liang Shi and
Monica Bhole and
Matt Goldman and
Tyrone Palmer and
Charlie Gelman and
Mikael Konutgan and
Feng Sun},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Network Experimentation at Scale},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3106--3116},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467091},
doi = {10.1145/3447548.3467091},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/KarrerSBGPGKS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KatariyaRR21,
author = {Sumeet Katariya and
Nikhil Rao and
Chandan K. Reddy},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Workshop on Data-Efficient Machine Learning (DeMaL)},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4135--4136},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469451},
doi = {10.1145/3447548.3469451},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/KatariyaRR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KatzV21,
author = {Yaniv Katz and
Oded Vainas},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Addressing Non-Representative Surveys using Multiple Instance Learning},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3117--3127},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467109},
doi = {10.1145/3447548.3467109},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/KatzV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KeswaniC21,
author = {Vijay Keswani and
L. Elisa Celis},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Auditing for Diversity Using Representative Examples},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {860--870},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467433},
doi = {10.1145/3447548.3467433},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/KeswaniC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KillianBST21,
author = {Jackson A. Killian and
Arpita Biswas and
Sanket Shah and
Milind Tambe},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Q-Learning Lagrange Policies for Multi-Action Restless Bandits},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {871--881},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467370},
doi = {10.1145/3447548.3467370},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/KillianBST21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KlodtSZCI021,
author = {Nicolas Klodt and
Lars Seifert and
Arthur Zahn and
Katrin Casel and
Davis Issac and
Tobias Friedrich},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {A Color-blind 3-Approximation for Chromatic Correlation Clustering
and Improved Heuristics},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {882--891},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467446},
doi = {10.1145/3447548.3467446},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/KlodtSZCI021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KohKT21,
author = {ChanGhee Koh and
SoYoung Kim and
Nathaniel Tan},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {2021 {KDD} Workshop on Understanding Public Perceptions for Applied
Data Science: How Important is it to Engage Society in Technology
Development?},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4137--4138},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469459},
doi = {10.1145/3447548.3469459},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/KohKT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KumarACRFN21,
author = {Senthil Kumar and
Leman Akoglu and
Nitesh V. Chawla and
Jos{\'{e}} A. Rodr{\'{\i}}guez{-}Serrano and
Tanveer A. Faruquie and
Saurabh Nagrecha},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Machine Learning in Finance},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4139--4140},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469456},
doi = {10.1145/3447548.3469456},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/KumarACRFN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KumarCBKGG21,
author = {Peeyush Kumar and
Ranveer Chandra and
Chetan Bansal and
Shivkumar Kalyanaraman and
Tanuja Ganu and
Michael Grant},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Micro-climate Prediction - Multi Scale Encoder-decoder based Deep
Learning Framework},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3128--3138},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467173},
doi = {10.1145/3447548.3467173},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/KumarCBKGG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LI00DW21,
author = {Qimai Li and
Xiaotong Zhang and
Han Liu and
Quanyu Dai and
Xiao{-}Ming Wu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Dimensionwise Separable 2-D Graph Convolution for Unsupervised and
Semi-Supervised Learning on Graphs},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {953--963},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467413},
doi = {10.1145/3447548.3467413},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/LI00DW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LangZLZXS21,
author = {Lang Lang and
Zhenlong Zhu and
Xuanye Liu and
Jianxin Zhao and
Jixing Xu and
Minghui Shan},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Architecture and Operation Adaptive Network for Online Recommendations},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3139--3149},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467133},
doi = {10.1145/3447548.3467133},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LangZLZXS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LeLCTBLK21,
author = {Thuc Duy Le and
Jiuyong Li and
Gregory Cooper and
Sofia Triantafillou and
Elias Bareinboim and
Huan Liu and
Negar Kiyavash},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {The {KDD} 2021 Workshop on Causal Discovery {(CD2021)}},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4141--4142},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469462},
doi = {10.1145/3447548.3469462},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LeLCTBLK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LeeKLKKJ21,
author = {Changhun Lee and
Soohyeok Kim and
Chiehyeon Lim and
Jayun Kim and
Yeji Kim and
Minyoung Jung},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Diet Planning with Machine Learning: Teacher-forced {REINFORCE} for
Composition Compliance with Nutrition Enhancement},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3150--3160},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467201},
doi = {10.1145/3447548.3467201},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LeeKLKKJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LeiLZ0TLM21,
author = {Chenyi Lei and
Yong Liu and
Lingzi Zhang and
Guoxin Wang and
Haihong Tang and
Houqiang Li and
Chunyan Miao},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{SEMI:} {A} Sequential Multi-Modal Information Transfer Network for
E-Commerce Micro-Video Recommendations},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3161--3171},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467189},
doi = {10.1145/3447548.3467189},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LeiLZ0TLM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LeiWL0ZGD21,
author = {Runze Lei and
Pinghui Wang and
Rundong Li and
Peng Jia and
Junzhou Zhao and
Xiaohong Guan and
Chao Deng},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Fast Rotation Kernel Density Estimation over Data Streams},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {892--902},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467356},
doi = {10.1145/3447548.3467356},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LeiWL0ZGD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LeiberBSBP21,
author = {Collin Leiber and
Lena G. M. Bauer and
Benjamin Schelling and
Christian B{\"{o}}hm and
Claudia Plant},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Dip-based Deep Embedded Clustering with k-Estimation},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {903--913},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467316},
doi = {10.1145/3447548.3467316},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/LeiberBSBP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiHL21,
author = {Shiju Li and
Xin Huang and
Chul{-}Ho Lee},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {An Efficient and Scalable Algorithm for Estimating Kemeny's Constant
of a Markov Chain on Large Graphs},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {964--974},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467431},
doi = {10.1145/3447548.3467431},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiHL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiJQHT21,
author = {Pan Li and
Zhichao Jiang and
Maofei Que and
Yao Hu and
Alexander Tuzhilin},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Dual Attentive Sequential Learning for Cross-Domain Click-Through
Rate Prediction},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3172--3180},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467140},
doi = {10.1145/3447548.3467140},
timestamp = {Tue, 17 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiJQHT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiKWLCWX21,
author = {Jiahui Li and
Kun Kuang and
Baoxiang Wang and
Furui Liu and
Long Chen and
Fei Wu and
Jun Xiao},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Shapley Counterfactual Credits for Multi-Agent Reinforcement Learning},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {934--942},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467420},
doi = {10.1145/3447548.3467420},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiKWLCWX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiLJHL0P21,
author = {Duanshun Li and
Jing Liu and
Jinsung Jeon and
Seoyoung Hong and
Thai Le and
Dongwon Lee and
Noseong Park},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Large-Scale Data-Driven Airline Market Influence Maximization},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {914--924},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467423},
doi = {10.1145/3447548.3467423},
timestamp = {Mon, 21 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/LiLJHL0P21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiLJLYZWM21,
author = {Sen Li and
Fuyu Lv and
Taiwei Jin and
Guli Lin and
Keping Yang and
Xiaoyi Zeng and
Xiao{-}Ming Wu and
Qianli Ma},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Embedding-based Product Retrieval in Taobao Search},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3181--3189},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467101},
doi = {10.1145/3447548.3467101},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/LiLJLYZWM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiLKP21,
author = {Tianbo Li and
Tianze Luo and
Yiping Ke and
Sinno Jialin Pan},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Mitigating Performance Saturation in Neural Marked Point Processes:
Architectures and Loss Functions},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {986--994},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467436},
doi = {10.1145/3447548.3467436},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiLKP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiLWMZZQ0M21,
author = {Jiayu Li and
Hongyu Lu and
Chenyang Wang and
Weizhi Ma and
Min Zhang and
Xiangyu Zhao and
Wei Qi and
Yiqun Liu and
Shaoping Ma},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {A Difficulty-Aware Framework for Churn Prediction and Intervention
in Games},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {943--952},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467277},
doi = {10.1145/3447548.3467277},
timestamp = {Mon, 31 Oct 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/LiLWMZZQ0M21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiSLBCC21,
author = {Xiao{-}Hui Li and
Yuhan Shi and
Haoyang Li and
Wei Bai and
Caleb Chen Cao and
Lei Chen},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {An Experimental Study of Quantitative Evaluations on Saliency Methods},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3200--3208},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467148},
doi = {10.1145/3447548.3467148},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiSLBCC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiSZCJLJG0Y0021,
author = {Yang Li and
Yu Shen and
Wentao Zhang and
Yuanwei Chen and
Huaijun Jiang and
Mingchao Liu and
Jiawei Jiang and
Jinyang Gao and
Wentao Wu and
Zhi Yang and
Ce Zhang and
Bin Cui},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {OpenBox: {A} Generalized Black-box Optimization Service},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3209--3219},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467061},
doi = {10.1145/3447548.3467061},
timestamp = {Thu, 25 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiSZCJLJG0Y0021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiW21,
author = {Haoran Li and
Yang Weng},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Physical Equation Discovery Using Physics-Consistent Neural Network
{(PCNN)} Under Incomplete Observability},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {925--933},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467448},
doi = {10.1145/3447548.3467448},
timestamp = {Mon, 15 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiWD021,
author = {Yaliang Li and
Zhen Wang and
Bolin Ding and
Ce Zhang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {AutoML: {A} Perspective where Industry Meets Academy},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4048--4049},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3470827},
doi = {10.1145/3447548.3470827},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiWD021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiYMZLGDW21,
author = {Siqing Li and
Liuyi Yao and
Shanlei Mu and
Wayne Xin Zhao and
Yaliang Li and
Tonglei Guo and
Bolin Ding and
Ji{-}Rong Wen},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Debiasing Learning based Cross-domain Recommendation},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3190--3199},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467067},
doi = {10.1145/3447548.3467067},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiYMZLGDW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiZ0HWXHD021,
author = {Shuangli Li and
Jingbo Zhou and
Tong Xu and
Liang Huang and
Fan Wang and
Haoyi Xiong and
Weili Huang and
Dejing Dou and
Hui Xiong},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Structure-aware Interactive Graph Neural Networks for the Prediction
of Protein-Ligand Binding Affinity},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {975--985},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467311},
doi = {10.1145/3447548.3467311},
timestamp = {Tue, 17 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiZ0HWXHD021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiZ21,
author = {Xin{-}Chun Li and
De{-}Chuan Zhan},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {FedRS: Federated Learning with Restricted Softmax for Label Distribution
Non-IID Data},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {995--1005},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467254},
doi = {10.1145/3447548.3467254},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiZHSJWP21,
author = {Zhihan Li and
Youjian Zhao and
Jiaqi Han and
Ya Su and
Rui Jiao and
Xidao Wen and
Dan Pei},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Multivariate Time Series Anomaly Detection and Interpretation using
Hierarchical Inter-Metric and Temporal Embedding},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3220--3230},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467075},
doi = {10.1145/3447548.3467075},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/LiZHSJWP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiangGPSZZJ21,
author = {Shining Liang and
Ming Gong and
Jian Pei and
Linjun Shou and
Wanli Zuo and
Xianglin Zuo and
Daxin Jiang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Reinforced Iterative Knowledge Distillation for Cross-Lingual Named
Entity Recognition},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3231--3239},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467196},
doi = {10.1145/3447548.3467196},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiangGPSZZJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiangYWHYYGLH21,
author = {Xiao Liang and
Zheng Yang and
Binghui Wang and
Shaofeng Hu and
Zijie Yang and
Dong Yuan and
Neil Zhenqiang Gong and
Qi Li and
Fang He},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Unveiling Fake Accounts at the Time of Registration: An Unsupervised
Approach},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3240--3250},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467094},
doi = {10.1145/3447548.3467094},
timestamp = {Thu, 16 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/LiangYWHYYGLH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiaoKHX21,
author = {Xuejun Liao and
Patrick Koch and
Shunping Huang and
Yan Xu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Efficient Collaborative Filtering via Data Augmentation and Step-size
Optimization},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1006--1016},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467380},
doi = {10.1145/3447548.3467380},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiaoKHX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Lin21,
author = {Wenqing Lin},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Large-Scale Network Embedding in Apache Spark},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3271--3279},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467136},
doi = {10.1145/3447548.3467136},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Lin21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LinHFZL0D21,
author = {Rongmei Lin and
Xiang He and
Jie Feng and
Nasser Zalmout and
Yan Liang and
Li Xiong and
Xin Luna Dong},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{PAM:} Understanding Product Images in Cross Product Category Attribute
Extraction},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3262--3270},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467164},
doi = {10.1145/3447548.3467164},
timestamp = {Wed, 25 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/LinHFZL0D21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LinLC21,
author = {Yi{-}Shan Lin and
Wen{-}Chuan Lee and
Z. Berkay Celik},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {What Do You See?: Evaluation of Explainable Artificial Intelligence
{(XAI)} Interpretability through Neural Backdoors},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1027--1035},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467213},
doi = {10.1145/3447548.3467213},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LinLC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LinMYZZ0ZTY21,
author = {Junyang Lin and
Rui Men and
An Yang and
Chang Zhou and
Yichang Zhang and
Peng Wang and
Jingren Zhou and
Jie Tang and
Hongxia Yang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{M6:} Multi-Modality-to-Multi-Modality Multitask Mega-transformer
for Unified Pretraining},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3251--3261},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467206},
doi = {10.1145/3447548.3467206},
timestamp = {Wed, 06 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LinMYZZ0ZTY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LinZL021,
author = {Hengxu Lin and
Dong Zhou and
Weiqing Liu and
Jiang Bian},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Learning Multiple Stock Trading Patterns with Temporal Routing Adaptor
and Optimal Transport},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1017--1026},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467358},
doi = {10.1145/3447548.3467358},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LinZL021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiuDFJXT21,
author = {Lihui Liu and
Boxin Du and
Yi Ren Fung and
Heng Ji and
Jiejun Xu and
Hanghang Tong},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {KompaRe: {A} Knowledge Graph Comparative Reasoning System},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3308--3318},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467128},
doi = {10.1145/3447548.3467128},
timestamp = {Fri, 05 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiuDFJXT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiuDJZT21,
author = {Lihui Liu and
Boxin Du and
Heng Ji and
ChengXiang Zhai and
Hanghang Tong},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Neural-Answering Logical Queries on Knowledge Graphs},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1087--1097},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467375},
doi = {10.1145/3447548.3467375},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiuDJZT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiuGJ0D21,
author = {Bingyu Liu and
Yuhong Guo and
Jianan Jiang and
Jian Tang and
Weihong Deng},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Multi-view Correlation based Black-box Adversarial Attack for 3D Object
Detection},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1036--1044},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467432},
doi = {10.1145/3447548.3467432},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiuGJ0D21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiuGLLXCWYZDDX21,
author = {Hao Liu and
Qian Gao and
Jiang Li and
Xiaochao Liao and
Hao Xiong and
Guangxing Chen and
Wenlin Wang and
Guobao Yang and
Zhiwei Zha and
Daxiang Dong and
Dejing Dou and
Haoyi Xiong},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{JIZHI:} {A} Fast and Cost-Effective Model-As-A-Service System for
Web-Scale Online Inference at Baidu},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3289--3298},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467146},
doi = {10.1145/3447548.3467146},
timestamp = {Tue, 04 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/LiuGLLXCWYZDDX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiuL021,
author = {Jialu Liu and
Tianqi Liu and
Cong Yu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {NewsEmbed: Modeling News through Pre-trained Document Representations},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1076--1086},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467392},
doi = {10.1145/3447548.3467392},
timestamp = {Mon, 03 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiuL021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiuLCSWCY21,
author = {Yiding Liu and
Weixue Lu and
Suqi Cheng and
Daiting Shi and
Shuaiqiang Wang and
Zhicong Cheng and
Dawei Yin},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Pre-trained Language Model for Web-scale Retrieval in Baidu Search},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3365--3375},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467149},
doi = {10.1145/3447548.3467149},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiuLCSWCY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiuLLWS021,
author = {Danyang Liu and
Jianxun Lian and
Zheng Liu and
Xiting Wang and
Guangzhong Sun and
Xing Xie},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Reinforced Anchor Knowledge Graph Generation for News Recommendation
Reasoning},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1055--1065},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467315},
doi = {10.1145/3447548.3467315},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiuLLWS021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiuLS0HX21,
author = {Zhuo Liu and
Yanxuan Li and
Xingzhi Sun and
Fei Wang and
Gang Hu and
Guotong Xie},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Dialogue Based Disease Screening Through Domain Customized Reinforcement
Learning},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1120--1128},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467255},
doi = {10.1145/3447548.3467255},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiuLS0HX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiuMK21,
author = {Min Liu and
Jialiang Mao and
Kang Kang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Trustworthy and Powerful Online Marketplace Experimentation with Budget-split
Design},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3319--3329},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467193},
doi = {10.1145/3447548.3467193},
timestamp = {Sat, 19 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiuMK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiuN021,
author = {Zemin Liu and
Trung{-}Kien Nguyen and
Yuan Fang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Tail-GNN: Tail-Node Graph Neural Networks},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1109--1119},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467276},
doi = {10.1145/3447548.3467276},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiuN021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiuPSSLH21,
author = {Juan Liu and
Lei Pei and
Ying Sun and
Heather Simpson and
Jocelyn Lu and
Nhung Ho},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Categorization of Financial Transactions in QuickBooks},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3299--3307},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467100},
doi = {10.1145/3447548.3467100},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiuPSSLH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiuSAF0Y21,
author = {Can Liu and
Li Sun and
Xiang Ao and
Jinghua Feng and
Qing He and
Hao Yang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Intention-aware Heterogeneous Graph Attention Networks for Fraud Transactions
Detection},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3280--3288},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467142},
doi = {10.1145/3447548.3467142},
timestamp = {Wed, 02 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/LiuSAF0Y21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiuSZZZ21,
author = {Shuncheng Liu and
Han Su and
Yan Zhao and
Kai Zeng and
Kai Zheng},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Lane Change Scheduling for Autonomous Vehicle: {A} Prediction-and-Search
Framework},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3343--3353},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467072},
doi = {10.1145/3447548.3467072},
timestamp = {Mon, 15 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiuSZZZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiuXU21,
author = {Brian Liu and
Miaolan Xie and
Madeleine Udell},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {ControlBurn: Feature Selection by Sparse Forests},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1045--1054},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467387},
doi = {10.1145/3447548.3467387},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiuXU21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiuYZZRLHWCXWCZ21,
author = {Xiangyu Liu and
Chuan Yu and
Zhilin Zhang and
Zhenzhe Zheng and
Yu Rong and
Hongtao Lv and
Da Huo and
Yiqing Wang and
Dagui Chen and
Jian Xu and
Fan Wu and
Guihai Chen and
Xiaoqiang Zhu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Neural Auction: End-to-End Learning of Auction Mechanisms for E-Commerce
Advertising},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3354--3364},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467103},
doi = {10.1145/3447548.3467103},
timestamp = {Thu, 07 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiuYZZRLHWCXWCZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiuZ0ZCL021,
author = {Haoxin Liu and
Ziwei Zhang and
Peng Cui and
Yafeng Zhang and
Qiang Cui and
Jiashuo Liu and
Wenwu Zhu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Signed Graph Neural Network with Latent Groups},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1066--1075},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467355},
doi = {10.1145/3447548.3467355},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiuZ0ZCL021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiuZLGMC21,
author = {Qi Liu and
Jin Zhang and
Defu Lian and
Yong Ge and
Jianhui Ma and
Enhong Chen},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Online Additive Quantization},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1098--1108},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467441},
doi = {10.1145/3447548.3467441},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/LiuZLGMC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LongXFS21,
author = {Qingqing Long and
Lingjun Xu and
Zheng Fang and
Guojie Song},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{HGK-GNN:} Heterogeneous Graph Kernel based Graph Neural Networks},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1129--1138},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467429},
doi = {10.1145/3447548.3467429},
timestamp = {Tue, 29 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/LongXFS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LuoBWLLYY21,
author = {Xusheng Luo and
Le Bo and
Jinhang Wu and
Lin Li and
Zhiy Luo and
Yonghua Yang and
Keping Yang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {AliCoCo2: Commonsense Knowledge Extraction, Representation and Application
in E-commerce},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3385--3393},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467203},
doi = {10.1145/3447548.3467203},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LuoBWLLYY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LuoHWDHCZ21,
author = {Zhipeng Luo and
Zhixing He and
Jin Wang and
Manqing Dong and
Jianqiang Huang and
Mingjian Chen and
Bohang Zheng},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {AutoSmart: An Efficient and Automatic Machine Learning Framework for
Temporal Relational Data},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3976--3984},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467088},
doi = {10.1145/3447548.3467088},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LuoHWDHCZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LussCDSZST21,
author = {Ronny Luss and
Pin{-}Yu Chen and
Amit Dhurandhar and
Prasanna Sattigeri and
Yunfeng Zhang and
Karthikeyan Shanmugam and
Chun{-}Chen Tu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Leveraging Latent Features for Local Explanations},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1139--1149},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467265},
doi = {10.1145/3447548.3467265},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LussCDSZST21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LvDLCFHZJDT21,
author = {Qingsong Lv and
Ming Ding and
Qiang Liu and
Yuxiang Chen and
Wenzheng Feng and
Siming He and
Chang Zhou and
Jianguo Jiang and
Yuxiao Dong and
Jie Tang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Are we really making much progress?: Revisiting, benchmarking and
refining heterogeneous graph neural networks},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1150--1160},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467350},
doi = {10.1145/3447548.3467350},
timestamp = {Wed, 15 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/LvDLCFHZJDT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/MaYLXS21,
author = {Fenglong Ma and
Muchao Ye and
Junyu Luo and
Cao Xiao and
Jimeng Sun},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Advances in Mining Heterogeneous Healthcare Data},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4050--4051},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3470789},
doi = {10.1145/3447548.3470789},
timestamp = {Mon, 18 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/MaYLXS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/MadhyasthaLBVB21,
author = {Meghana Madhyastha and
Kunal Lillaney and
James Browne and
Joshua T. Vogelstein and
Randal C. Burns},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{BLOCKSET} (Block-Aligned Serialized Trees): Reducing Inference Latency
for Tree ensemble Deployment},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1170--1179},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467368},
doi = {10.1145/3447548.3467368},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/MadhyasthaLBVB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/MarchantR21,
author = {Neil G. Marchant and
Benjamin I. P. Rubinstein},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Needle in a Haystack: Label-Efficient Evaluation under Extreme Class
Imbalance},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1180--1190},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467435},
doi = {10.1145/3447548.3467435},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/MarchantR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/McNeilZB21,
author = {Maxwell J. McNeil and
Lin Zhang and
Petko Bogdanov},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Temporal Graph Signal Decomposition},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1191--1201},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467379},
doi = {10.1145/3447548.3467379},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/McNeilZB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/MengRL21,
author = {Chuizheng Meng and
Sirisha Rambhatla and
Yan Liu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Cross-Node Federated Graph Neural Network for Spatio-Temporal Data
Modeling},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1202--1211},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467371},
doi = {10.1145/3447548.3467371},
timestamp = {Sun, 22 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/MengRL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/MerhejBMR21,
author = {Charbel Merhej and
Ryan J. Beal and
Tim Matthews and
Sarvapali D. Ramchurn},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {What Happened Next? Using Deep Learning to Value Defensive Actions
in Football Event-Data},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3394--3403},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467090},
doi = {10.1145/3447548.3467090},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/MerhejBMR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/MerrillZA21,
author = {Mike A. Merrill and
Ge Zhang and
Tim Althoff},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{MULTIVERSE:} Mining Collective Data Science Knowledge from Code on
the Web to Suggest Alternative Analysis Approaches},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1212--1222},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467455},
doi = {10.1145/3447548.3467455},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/MerrillZA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/MiaoGZHLMRRSSWW21,
author = {Xupeng Miao and
Nezihe Merve G{\"{u}}rel and
Wentao Zhang and
Zhichao Han and
Bo Li and
Wei Min and
Susie Xi Rao and
Hansheng Ren and
Yinan Shan and
Yingxia Shao and
Yujie Wang and
Fan Wu and
Hui Xue and
Yaming Yang and
Zitao Zhang and
Yang Zhao and
Shuai Zhang and
Yujing Wang and
Bin Cui and
Ce Zhang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {DeGNN: Improving Graph Neural Networks with Graph Decomposition},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1223--1233},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467312},
doi = {10.1145/3447548.3467312},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/MiaoGZHLMRRSSWW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/MishraKSS21,
author = {Shaunak Mishra and
Mikhail Kuznetsov and
Gaurav Srivastava and
Maxim Sviridenko},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {VisualTextRank: Unsupervised Graph-based Content Extraction for Automating
Ad Text to Image Search},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3404--3413},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467126},
doi = {10.1145/3447548.3467126},
timestamp = {Tue, 08 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/MishraKSS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/MitraJVG21,
author = {Rajarshee Mitra and
Rhea Jain and
Aditya Srikanth Veerubhotla and
Manish Gupta},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Zero-shot Multi-lingual Interrogative Question Generation for "People
Also Ask" at Bing},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3414--3422},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469403},
doi = {10.1145/3447548.3469403},
timestamp = {Sun, 19 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/MitraJVG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/MitraVSG0R21,
author = {Anasua Mitra and
Priyesh Vijayan and
Sanasam Ranbir Singh and
Diganta Goswami and
Srinivasan Parthasarathy and
Balaraman Ravindran},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Semi-Supervised Deep Learning for Multiplex Networks},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1234--1244},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467443},
doi = {10.1145/3447548.3467443},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/MitraVSG0R21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/MohankumarBS21,
author = {Akash Kumar Mohankumar and
Nikit Begwani and
Amit Singh},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Diversity driven Query Rewriting in Search Advertising},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3423--3431},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467202},
doi = {10.1145/3447548.3467202},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/MohankumarBS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/MonathDGZAMMNTT21,
author = {Nicholas Monath and
Kumar Avinava Dubey and
Guru Guruganesh and
Manzil Zaheer and
Amr Ahmed and
Andrew McCallum and
G{\"{o}}khan Mergen and
Marc Najork and
Mert Terzihan and
Bryon Tjanaka and
Yuan Wang and
Yuchen Wu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Scalable Hierarchical Agglomerative Clustering},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1245--1255},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467404},
doi = {10.1145/3447548.3467404},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/MonathDGZAMMNTT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/MukherjeeLXYG21,
author = {Subhabrata Mukherjee and
Qi Li and
Sihong Xie and
Philip S. Yu and
Jing Gao},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {The Third International TrueFact Workshop: Making a Credible Web for
Tomorrow},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4143--4144},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469467},
doi = {10.1145/3447548.3469467},
timestamp = {Sat, 05 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/MukherjeeLXYG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/NakovM21,
author = {Preslav Nakov and
Giovanni Da San Martino},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Fake News, Disinformation, Propaganda, Media Bias, and Flattening
the Curve of the {COVID-19} Infodemic},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4054--4055},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3470790},
doi = {10.1145/3447548.3470790},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/NakovM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/NestlerKHWS21,
author = {Andrea Nestler and
Nour Karessli and
Karl Hajjar and
Rodrigo Weffer and
Reza Shirvany},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {SizeFlags: Reducing Size and Fit Related Returns in Fashion E-Commerce},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3432--3440},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467160},
doi = {10.1145/3447548.3467160},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/NestlerKHWS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/NiHLTYDM021,
author = {Fei Ni and
Jianye Hao and
Jiawen Lu and
Xialiang Tong and
Mingxuan Yuan and
Jiahui Duan and
Yi Ma and
Kun He},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {A Multi-Graph Attributed Reinforcement Learning based Optimization
Algorithm for Large-scale Hybrid Flow Shop Scheduling Problem},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3441--3451},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467135},
doi = {10.1145/3447548.3467135},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/NiHLTYDM021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/NikolakakiET21,
author = {Sofia Maria Nikolakaki and
Alina Ene and
Evimaria Terzi},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {An Efficient Framework for Balancing Submodularity and Cost},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1256--1266},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467367},
doi = {10.1145/3447548.3467367},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/NikolakakiET21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/NobariCA21,
author = {Amin Heyrani Nobari and
Wei Chen and
Faez Ahmed},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {PcDGAN: {A} Continuous Conditional Diverse Generative Adversarial
Network For Inverse Design},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {606--616},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467414},
doi = {10.1145/3447548.3467414},
timestamp = {Tue, 07 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/NobariCA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/OBrayRB21,
author = {Leslie O'Bray and
Bastian Rieck and
Karsten M. Borgwardt},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Filtration Curves for Graph Representation},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1267--1275},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467442},
doi = {10.1145/3447548.3467442},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/OBrayRB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/OkawaI0TKK21,
author = {Maya Okawa and
Tomoharu Iwata and
Yusuke Tanaka and
Hiroyuki Toda and
Takeshi Kurashima and
Hisashi Kashima},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Dynamic Hawkes Processes for Discovering Time-evolving Communities'
States behind Diffusion Processes},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1276--1286},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467248},
doi = {10.1145/3447548.3467248},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/OkawaI0TKK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/OzyurtKHF21,
author = {Yilmazcan {\"{O}}zyurt and
Mathias Kraus and
Tobias Hatt and
Stefan Feuerriegel},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {AttDMM: An Attentive Deep Markov Model for Risk Scoring in Intensive
Care Units},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3452--3462},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467143},
doi = {10.1145/3447548.3467143},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/OzyurtKHF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PanC0Z021,
author = {Weishen Pan and
Sen Cui and
Jiang Bian and
Changshui Zhang and
Fei Wang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Explaining Algorithmic Fairness Through Fairness-Aware Causal Path
Decomposition},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1287--1297},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467258},
doi = {10.1145/3447548.3467258},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/PanC0Z021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PangA21,
author = {Guansong Pang and
Charu C. Aggarwal},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Toward Explainable Deep Anomaly Detection},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4056--4057},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3470794},
doi = {10.1145/3447548.3470794},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/PangA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PangHSC21,
author = {Guansong Pang and
Anton van den Hengel and
Chunhua Shen and
Longbing Cao},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Toward Deep Supervised Anomaly Detection: Reinforcement Learning from
Partially Labeled Anomaly Data},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1298--1308},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467417},
doi = {10.1145/3447548.3467417},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/PangHSC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PangLHCD21,
author = {Guansong Pang and
Jundong Li and
Anton van den Hengel and
Longbing Cao and
Thomas G. Dietterich},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Anomaly and Novelty Detection, Explanation, and Accommodation {(ANDEA)}},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4145--4146},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469453},
doi = {10.1145/3447548.3469453},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/PangLHCD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ParkJK21,
author = {Yong{-}chan Park and
Jun{-}Gi Jang and
U Kang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Fast and Accurate Partial Fourier Transform for Time Series Data},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1309--1318},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467293},
doi = {10.1145/3447548.3467293},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ParkJK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PashanasangiS21,
author = {Noujan Pashanasangi and
C. Seshadhri},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Faster and Generalized Temporal Triangle Counting, via Degeneracy
Ordering},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1319--1328},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467374},
doi = {10.1145/3447548.3467374},
timestamp = {Thu, 07 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/PashanasangiS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PatelIBGMMMABN21,
author = {Hima Patel and
Fuyuki Ishikawa and
Laure Berti{-}{\'{E}}quille and
Nitin Gupta and
Sameep Mehta and
Satoshi Masuda and
Shashank Mujumdar and
Shazia Afzal and
Srikanta Bedathur and
Yasuharu Nishi},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {2nd International Workshop on Data Quality Assessment for Machine
Learning},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4147--4148},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469468},
doi = {10.1145/3447548.3469468},
timestamp = {Tue, 04 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/PatelIBGMMMABN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Pei0CLLM21,
author = {Jian Pei and
Feida Zhu and
Zicun Cong and
Xuan Luo and
Huiwen Liu and
Xin Mu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Data Pricing and Data Asset Governance in the {AI} Era},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4058--4059},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3470818},
doi = {10.1145/3447548.3470818},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/Pei0CLLM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PerroneSZSABDWJ21,
author = {Valerio Perrone and
Huibin Shen and
Aida Zolic and
Iaroslav Shcherbatyi and
Amr Ahmed and
Tanya Bansal and
Michele Donini and
Fela Winkelmolen and
Rodolphe Jenatton and
Jean Baptiste Faddoul and
Barbara Pogorzelska and
Miroslav Miladinovic and
Krishnaram Kenthapadi and
Matthias W. Seeger and
C{\'{e}}dric Archambeau},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Amazon SageMaker Automatic Model Tuning: Scalable Gradient-Free Optimization},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3463--3471},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467098},
doi = {10.1145/3447548.3467098},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/PerroneSZSABDWJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Pham21,
author = {Ninh Pham},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Simple Yet Efficient Algorithms for Maximum Inner Product Search via
Extreme Order Statistics},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1339--1347},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467345},
doi = {10.1145/3447548.3467345},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Pham21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PingGLDLJL21,
author = {Yukun Ping and
Chen Gao and
Taichi Liu and
Xiaoyi Du and
Hengliang Luo and
Depeng Jin and
Yong Li},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {User Consumption Intention Prediction in Meituan},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3472--3482},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467178},
doi = {10.1145/3447548.3467178},
timestamp = {Fri, 17 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/PingGLDLJL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PlantOGMPLS21,
author = {Claudia Plant and
Alvitta Ottley and
Liang Gou and
Torsten M{\"{o}}ller and
Adam Perer and
Alexander Lex and
Junming Shao},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {VDS'21: Visualization in Data Science},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4149--4150},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469466},
doi = {10.1145/3447548.3469466},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/PlantOGMPLS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PretiMR21,
author = {Giulia Preti and
Gianmarco De Francisci Morales and
Matteo Riondato},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {MaNIACS: Approximate Mining of Frequent Subgraph Patterns through
Sampling},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1348--1358},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467344},
doi = {10.1145/3447548.3467344},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/PretiMR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PujaraSSC21,
author = {Jay Pujara and
Pedro A. Szekely and
Huan Sun and
Muhao Chen},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {From Tables to Knowledge: Recent Advances in Table Understanding},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4060--4061},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3470809},
doi = {10.1145/3447548.3470809},
timestamp = {Wed, 31 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/PujaraSSC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PurushothamLC21,
author = {Sanjay Purushotham and
Yaguang Li and
Zhengping Che},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {MiLeTS'21: 7th {KDD} Workshop on Mining and Learning from Time Series},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4151--4152},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469485},
doi = {10.1145/3447548.3469485},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/PurushothamLC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/QianRDKKMLC21,
author = {Xin Qian and
Ryan A. Rossi and
Fan Du and
Sungchul Kim and
Eunyee Koh and
Sana Malik and
Tak Yeon Lee and
Joel Chan},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Learning to Recommend Visualizations from Data},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1359--1369},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467224},
doi = {10.1145/3447548.3467224},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/QianRDKKMLC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Qin000W21,
author = {Jianbin Qin and
Wei Wang and
Chuan Xiao and
Ying Zhang and
Yaoshu Wang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {High-Dimensional Similarity Query Processing for Data Science},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4062--4063},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3470811},
doi = {10.1145/3447548.3470811},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/Qin000W21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Qin0SLLTHY21,
author = {Jiarui Qin and
Weinan Zhang and
Rong Su and
Zhirong Liu and
Weiwen Liu and
Ruiming Tang and
Xiuqiang He and
Yong Yu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Retrieval {\&} Interaction Machine for Tabular Data Prediction},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1379--1389},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467216},
doi = {10.1145/3447548.3467216},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/Qin0SLLTHY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/QinZLY021,
author = {Huiling Qin and
Xianyuan Zhan and
Yuanxun Li and
Xiaodu Yang and
Yu Zheng},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Network-Wide Traffic States Imputation Using Self-interested Coalitional
Learning},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1370--1378},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467424},
doi = {10.1145/3447548.3467424},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/QinZLY021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/QuZZSY21,
author = {Liang Qu and
Huaisheng Zhu and
Ruiqi Zheng and
Yuhui Shi and
Hongzhi Yin},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {ImGAGN: Imbalanced Network Embedding via Generative Adversarial Graph
Networks},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1390--1398},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467334},
doi = {10.1145/3447548.3467334},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/QuZZSY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/RahierHMRD21,
author = {Thibaud Rahier and
Am{\'{e}}lie H{\'{e}}liou and
Matthieu Martin and
Christophe Renaudin and
Eustache Diemert},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Individual Treatment Prescription Effect Estimation in a Low Compliance
Setting},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1399--1409},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467343},
doi = {10.1145/3447548.3467343},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/RahierHMRD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/RamanathSGTDPSK21,
author = {Rohan Ramanath and
Konstantin Salomatin and
Jeffrey D. Gee and
Kirill Talanine and
Onkar Dalal and
Gungor Polatkan and
Sara Smoot and
Deepak Kumar},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Lambda Learner: Fast Incremental Learning on Data Streams},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3492--3502},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467172},
doi = {10.1145/3447548.3467172},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/RamanathSGTDPSK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/RathoreDPS021,
author = {Archit Rathore and
Sunipa Dev and
Jeff M. Phillips and
Vivek Srikumar and
Bei Wang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {A Visual Tour of Bias Mitigation Techniques for Word Representations},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4064--4065},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3470807},
doi = {10.1145/3447548.3470807},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/RathoreDPS021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/RenRL0ML021,
author = {Huimin Ren and
Sijie Ruan and
Yanhua Li and
Jie Bao and
Chuishi Meng and
Ruiyuan Li and
Yu Zheng},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {MTrajRec: Map-Constrained Trajectory Recovery via Seq2Seq Multi-task
Learning},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1410--1419},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467238},
doi = {10.1145/3447548.3467238},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/RenRL0ML021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/RenWZW21,
author = {Houxing Ren and
Jingyuan Wang and
Wayne Xin Zhao and
Ning Wu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{RAPT:} Pre-training of Time-Aware Transformer for Learning Robust
Healthcare Representation},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3503--3511},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467069},
doi = {10.1145/3447548.3467069},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/RenWZW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/RobberechtsHD21,
author = {Pieter Robberechts and
Jan Van Haaren and
Jesse Davis},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {A Bayesian Approach to In-Game Win Probability in Soccer},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3512--3521},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467194},
doi = {10.1145/3447548.3467194},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/RobberechtsHD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/RymarczykST021,
author = {Dawid Rymarczyk and
Lukasz Struski and
Jacek Tabor and
Bartosz Zielinski},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {ProtoPShare: Prototypical Parts Sharing for Similarity Discovery in
Interpretable Image Classification},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1420--1430},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467245},
doi = {10.1145/3447548.3467245},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/RymarczykST021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SadikajVBP21,
author = {Ylli Sadikaj and
Yllka Velaj and
Sahar Behzadi and
Claudia Plant},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Spectral Clustering of Attributed Multi-relational Graphs},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1431--1440},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467381},
doi = {10.1145/3447548.3467381},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/SadikajVBP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SajeevHKHKC21,
author = {Sandra Sajeev and
Jade Huang and
Nikos Karampatziakis and
Matthew Hall and
Sebastian Kochman and
Weizhu Chen},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Contextual Bandit Applications in a Customer Support Bot},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3522--3530},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467165},
doi = {10.1145/3447548.3467165},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/SajeevHKHKC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SamtaniYC21,
author = {Sagar Samtani and
Shanchieh Yang and
Hsinchun Chen},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{ACM} {KDD} AI4Cyber: The 1st Workshop on Artificial Intelligence-enabled
Cybersecurity Analytics},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4153--4154},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469450},
doi = {10.1145/3447548.3469450},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/SamtaniYC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SchaferMSFORDJM21,
author = {Toryn L. J. Schafer and
Ryan M. McGranaghan and
Mila Getmansky Sherman and
Mei{-}Ling E. Feng and
Olukunle O. Owolabi and
Sean E. Ryan and
Marie{-}Christine D{\"{u}}ker and
Michael Jauch and
David S. Matteson},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Risk Identification {\&} Quantification in Complex Human-Natural
Systems via Convergent Data Intensive Research},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4155--4156},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469480},
doi = {10.1145/3447548.3469480},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/SchaferMSFORDJM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SchwabePF21,
author = {Amray Schwabe and
Joel Persson and
Stefan Feuerriegel},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Predicting {COVID-19} Spread from Large-Scale Mobility Data},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3531--3539},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467157},
doi = {10.1145/3447548.3467157},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/SchwabePF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Segovia-Dominguez21,
author = {Ignacio Segovia{-}Dominguez and
Huikyo Lee and
Yuzhou Chen and
Michael J. Garay and
Krzysztof M. Gorski and
Yulia R. Gel},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Does Air Quality Really Impact {COVID-19} Clinical Severity: Coupling
{NASA} Satellite Datasets with Geometric Deep Learning},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3540--3548},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467207},
doi = {10.1145/3447548.3467207},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Segovia-Dominguez21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Shah21,
author = {Nihar B. Shah},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{KDD} 2021 Tutorial on Systemic Challenges and Solutions on Bias and
Unfairness in Peer Review},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4066--4067},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3470826},
doi = {10.1145/3447548.3470826},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Shah21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SharmaZFL21,
author = {Karishma Sharma and
Yizhou Zhang and
Emilio Ferrara and
Yan Liu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Identifying Coordinated Accounts on Social Media through Hidden Influence
and Group Behaviours},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1441--1451},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467391},
doi = {10.1145/3447548.3467391},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/SharmaZFL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ShenLCHHYS021,
author = {Shuanghong Shen and
Qi Liu and
Enhong Chen and
Zhenya Huang and
Wei Huang and
Yu Yin and
Yu Su and
Shijin Wang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Learning Process-consistent Knowledge Tracing},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1452--1460},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467237},
doi = {10.1145/3447548.3467237},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ShenLCHHYS021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ShiFY021,
author = {Chuan Shi and
Yuan Fang and
Yanfang Ye and
Jiawei Zhang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {The 4th Workshop on Heterogeneous Information Network Analysis and
Applications {(HENA} 2021)},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4157--4158},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469445},
doi = {10.1145/3447548.3469445},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ShiFY021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ShiTZSLY21,
author = {Dingyuan Shi and
Yongxin Tong and
Zimu Zhou and
Bingchen Song and
Weifeng Lv and
Qiang Yang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Learning to Assign: Towards Fair Task Assignment in Large-Scale Ride
Hailing},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3549--3557},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467085},
doi = {10.1145/3447548.3467085},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ShiTZSLY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ShouGPGZJ21,
author = {Linjun Shou and
Ming Gong and
Jian Pei and
Xiubo Geng and
Xingjie Zhou and
Daxin Jiang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Language Scaling: Applications, Challenges and Approaches},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4068--4069},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3470791},
doi = {10.1145/3447548.3470791},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ShouGPGZJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ShuklaSWK21,
author = {Satya Narayan Shukla and
Anit Kumar Sahu and
Devin Willmott and
J. Zico Kolter},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Simple and Efficient Hard Label Black-box Adversarial Attacks in Low
Query Budget Regimes},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1461--1469},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467386},
doi = {10.1145/3447548.3467386},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ShuklaSWK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SinhaR21,
author = {Kaushik Sinha and
Parikshit Ram},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Fruit-fly Inspired Neighborhood Encoding for Classification},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1470--1480},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467246},
doi = {10.1145/3447548.3467246},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/SinhaR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SnowSLZLE21,
author = {Oliver Snow and
Hossein Sharifi{-}Noghabi and
Jialin Lu and
Olga I. Zolotareva and
Mark Lee and
Martin Ester},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Interpretable Drug Response Prediction using a Knowledge-based Neural
Network},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3558--3568},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467212},
doi = {10.1145/3447548.3467212},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/SnowSLZLE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SodhiCJOAKJKFCE21,
author = {Sukhdeep S. Sodhi and
Ellie Ka In Chio and
Ambarish Jash and
Santiago Onta{\~{n}}{\'{o}}n and
Ajit Apte and
Ankit Kumar and
Ayooluwakunmi Jeje and
Dima Kuzmin and
Harry Fung and
Heng{-}Tze Cheng and
Jon Effrat and
Tarush Bali and
Nitin Jindal and
Pei Cao and
Sarvjeet Singh and
Senqiang Zhou and
Tameen Khan and
Amol Wankhede and
Moustafa Alzantot and
Allen Wu and
Tushar Chandra},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Mondegreen: {A} Post-Processing Solution to Speech Recognition Error
Correction for Voice Search Queries},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3569--3575},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467156},
doi = {10.1145/3447548.3467156},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/SodhiCJOAKJKFCE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SongKPS021,
author = {Hwanjun Song and
Minseok Kim and
Dongmin Park and
Yooju Shin and
Jae{-}Gil Lee},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Robust Learning by Self-Transition for Handling Noisy Labels},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1490--1500},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467222},
doi = {10.1145/3447548.3467222},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/SongKPS021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SongLL21,
author = {Hanyu Song and
Peizhao Li and
Hongfu Liu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Deep Clustering based Fair Outlier Detection},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1481--1489},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467225},
doi = {10.1145/3447548.3467225},
timestamp = {Fri, 01 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/SongLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SotiropoulosT21,
author = {Konstantinos Sotiropoulos and
Charalampos E. Tsourakakis},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Triangle-aware Spectral Sparsifiers and Community Detection},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1501--1509},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467260},
doi = {10.1145/3447548.3467260},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/SotiropoulosT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SprangersSR21,
author = {Olivier Sprangers and
Sebastian Schelter and
Maarten de Rijke},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Probabilistic Gradient Boosting Machines for Large-Scale Probabilistic
Regression},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1510--1520},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467278},
doi = {10.1145/3447548.3467278},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/SprangersSR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SrikanthLACAA21,
author = {Maya Srikanth and
Anqi Liu and
Nicholas Adams{-}Cohen and
Jian Cao and
R. Michael Alvarez and
Anima Anandkumar},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Dynamic Social Media Monitoring for Fast-Evolving Online Discussions},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3576--3584},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467171},
doi = {10.1145/3447548.3467171},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/SrikanthLACAA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Stamm0SL21,
author = {Felix I. Stamm and
Martin Becker and
Markus Strohmaier and
Florian Lemmerich},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Redescription Model Mining},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1521--1529},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467366},
doi = {10.1145/3447548.3467366},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/Stamm0SL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SunXWCZ21,
author = {Mengying Sun and
Jing Xing and
Huijun Wang and
Bin Chen and
Jiayu Zhou},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {MoCL: Data-driven Molecular Fingerprint via Knowledge-aware Contrastive
Learning from Molecular Graph},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3585--3594},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467186},
doi = {10.1145/3447548.3467186},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/SunXWCZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SunYXZ21,
author = {Jianhui Sun and
Ying Yang and
Guangxu Xun and
Aidong Zhang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {A Stagewise Hyperparameter Scheduler to Improve Generalization},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1530--1540},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467287},
doi = {10.1145/3447548.3467287},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/SunYXZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SureshBNLM21,
author = {Susheel Suresh and
Vinith Budde and
Jennifer Neville and
Pan Li and
Jianzhu Ma},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Breaking the Limit of Graph Neural Networks by Improving the Assortativity
of Graphs with Local Mixing Patterns},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1541--1551},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467373},
doi = {10.1145/3447548.3467373},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/SureshBNLM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SyrgkanisLOHBDP21,
author = {Vasilis Syrgkanis and
Greg Lewis and
Miruna Oprescu and
Maggie Hei and
Keith Battocchi and
Eleanor Dillon and
Jing Pan and
Yifeng Wu and
Paul Lo and
Huigang Chen and
Totte Harinen and
Jeong{-}Yoon Lee},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Causal Inference and Machine Learning in Practice with EconML and
CausalML: Industrial Use Cases at Microsoft, TripAdvisor, Uber},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4072--4073},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3470792},
doi = {10.1145/3447548.3470792},
timestamp = {Sat, 19 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/SyrgkanisLOHBDP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/TabarGGJMKLHY21,
author = {Maryam Tabar and
Jared Gluck and
Anchit Goyal and
Fei Jiang and
Derek Morr and
Annalyse Kehs and
Dongwon Lee and
David P. Hughes and
Amulya Yadav},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {A {PLAN} for Tackling the Locust Crisis in East Africa: Harnessing
Spatiotemporal Deep Models for Locust Movement Forecasting},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3595--3604},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467184},
doi = {10.1145/3447548.3467184},
timestamp = {Tue, 17 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/TabarGGJMKLHY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/TanXZFZL21,
author = {Shulong Tan and
Zhaozhuo Xu and
Weijie Zhao and
Hongliang Fei and
Zhixin Zhou and
Ping Li},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Norm Adjusted Proximity Graph for Fast Inner Product Retrieval},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1552--1560},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467412},
doi = {10.1145/3447548.3467412},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/TanXZFZL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/TangWC21,
author = {Jian Tang and
Fei Wang and
Feixiong Cheng},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Artificial Intelligence for Drug Discovery},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4074--4075},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3470796},
doi = {10.1145/3447548.3470796},
timestamp = {Thu, 02 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/TangWC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/TangZQWSSTZY21,
author = {Xiaocheng Tang and
Fan Zhang and
Zhiwei (Tony) Qin and
Yansheng Wang and
Dingyuan Shi and
Bingchen Song and
Yongxin Tong and
Hongtu Zhu and
Jieping Ye},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Value Function is All You Need: {A} Unified Learning Framework for
Ride Hailing Platforms},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3605--3615},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467096},
doi = {10.1145/3447548.3467096},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/TangZQWSSTZY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ThomasCH021,
author = {Brian St. Thomas and
Praveen Chandar and
Christine Hosey and
Fernando Diaz},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Mixed Method Development of Evaluation Metrics},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4070--4071},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3470802},
doi = {10.1145/3447548.3470802},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ThomasCH021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Tomlin21,
author = {Claire J. Tomlin},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Safe Learning in Robotics},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469648},
doi = {10.1145/3447548.3469648},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Tomlin21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/TomlinsonB21,
author = {Kiran Tomlinson and
Austin R. Benson},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Learning Interpretable Feature Context Effects in Discrete Choice},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1582--1592},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467250},
doi = {10.1145/3447548.3467250},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/TomlinsonB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/TomlinsonUB21,
author = {Kiran Tomlinson and
Johan Ugander and
Austin R. Benson},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Choice Set Confounding in Discrete Choice},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1571--1581},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467378},
doi = {10.1145/3447548.3467378},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/TomlinsonUB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/TozzoCGV21,
author = {Veronica Tozzo and
Federico Ciech and
Davide Garbarino and
Alessandro Verri},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Statistical Models Coupling Allows for Complex Local Multivariate
Time Series Analysis},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1593--1603},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467362},
doi = {10.1145/3447548.3467362},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/TozzoCGV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/TranLLLLZW21,
author = {Ha Xuan Tran and
Thuc Duy Le and
Jiuyong Li and
Lin Liu and
Jixue Liu and
Yanchang Zhao and
Tony Waters},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Recommending the Most Effective Intervention to Improve Employment
for Job Seekers with Disability},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3616--3626},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467095},
doi = {10.1145/3447548.3467095},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/TranLLLLZW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Ullman21,
author = {Jeffrey D. Ullman},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {On the Nature of Data Science},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469651},
doi = {10.1145/3447548.3469651},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Ullman21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Valdez-VivasSS021,
author = {Martin Valdez{-}Vivas and
Varun Sharma and
Nick Stanisha and
Shan Li and
Luo Mi and
Wei Jiang and
Alex Kalinin and
Josh Metzler},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Clockwork: {A} Delay-Based Global Scheduling Framework for More Consistent
Landing Times in the Data Warehouse},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3627--3637},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467119},
doi = {10.1145/3447548.3467119},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Valdez-VivasSS021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/VeldtBK21,
author = {Nate Veldt and
Austin R. Benson and
Jon M. Kleinberg},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {The Generalized Mean Densest Subgraph Problem},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1604--1614},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467398},
doi = {10.1145/3447548.3467398},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/VeldtBK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Venkatasubramanian21,
author = {Suresh Venkatasubramanian and
Carlos Scheidegger and
Sorelle A. Friedler and
Aaron Clauset},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Fairness in Networks: Social Capital, Information Access, and Interventions},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4078--4079},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3470821},
doi = {10.1145/3447548.3470821},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Venkatasubramanian21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/VenkateswaranMI21,
author = {Praveen Venkateswaran and
Vinod Muthusamy and
Vatche Isahagian and
Nalini Venkatasubramanian},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Environment Agnostic Invariant Risk Minimization for Classification
of Sequential Datasets},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1615--1624},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467324},
doi = {10.1145/3447548.3467324},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/VenkateswaranMI21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/VictorAGK21,
author = {Friedhelm Victor and
Cuneyt Gurcan Akcora and
Yulia R. Gel and
Murat Kantarcioglu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Alphacore: Data Depth based Core Decomposition},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1625--1633},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467322},
doi = {10.1145/3447548.3467322},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/VictorAGK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WanZS21,
author = {Runzhe Wan and
Xinyu Zhang and
Rui Song},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Multi-Objective Model-based Reinforcement Learning for Infectious
Disease Control},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1634--1644},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467303},
doi = {10.1145/3447548.3467303},
timestamp = {Mon, 02 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WanZS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Wang0BPCC21,
author = {Yuyan Wang and
Xuezhi Wang and
Alex Beutel and
Flavien Prost and
Jilin Chen and
Ed H. Chi},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Understanding and Improving Fairness-Accuracy Trade-offs in Multi-Task
Learning},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1748--1757},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467326},
doi = {10.1145/3447548.3467326},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Wang0BPCC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Wang0WS0Z21,
author = {Guang Wang and
Zhou Qin and
Shuai Wang and
Huijun Sun and
Zheng Dong and
Desheng Zhang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Record: Joint Real-Time Repositioning and Charging for Electric Carsharing
with Dynamic Deadlines},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3660--3669},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467112},
doi = {10.1145/3447548.3467112},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Wang0WS0Z21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangCA21,
author = {Gang Wang and
Arridhana Ciptadi and
Ali Ahmadzadeh},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {MLHat: Deployable Machine Learning for Security Defense},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4161--4162},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469463},
doi = {10.1145/3447548.3469463},
timestamp = {Wed, 15 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WangCA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangCNLCT21,
author = {Zhiwei Wang and
Zhengzhang Chen and
Jingchao Ni and
Hui Liu and
Haifeng Chen and
Jiliang Tang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Multi-Scale One-Class Recurrent Neural Networks for Discrete Event
Sequence Anomaly Detection},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3726--3734},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467125},
doi = {10.1145/3447548.3467125},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/WangCNLCT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangCXH0SCBHYB21,
author = {Fei Wang and
Prithwish Chakraborty and
Tao Xu and
Pei{-}Yun Sabrina Hsueh and
Xudong Sun and
Gregor Stiglic and
Gracy Crane and
Jiang Bian and
Laleh Haghverdi and
Lixia Yao and
Florian Buettner},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{KDD} Health Day/DSHealth 2021: Joint {KDD} 2021 Health Day and 2021
{KDD} Workshop on Applied Data Science for Healthcare: State of {XAI}
and Trustworthiness in Health},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4159--4160},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469474},
doi = {10.1145/3447548.3469474},
timestamp = {Wed, 10 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WangCXH0SCBHYB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangDJLFHZ21,
author = {Zhiruo Wang and
Haoyu Dong and
Ran Jia and
Jia Li and
Zhiyi Fu and
Shi Han and
Dongmei Zhang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{TUTA:} Tree-based Transformers for Generally Structured Table Pre-training},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1780--1790},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467434},
doi = {10.1145/3447548.3467434},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WangDJLFHZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangDXSHCZZZW21,
author = {Jiachen Wang and
Dazhen Deng and
Xiao Xie and
Xinhuan Shu and
Yu{-}Xuan Huang and
Le{-}Wen Cai and
Hui Zhang and
Min{-}Ling Zhang and
Zhi{-}Hua Zhou and
Yingcai Wu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Tac-Valuer: Knowledge-based Stroke Evaluation in Table Tennis},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3688--3696},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467104},
doi = {10.1145/3447548.3467104},
timestamp = {Sun, 12 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/WangDXSHCZZZW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangF0WC21,
author = {Wenjie Wang and
Fuli Feng and
Xiangnan He and
Xiang Wang and
Tat{-}Seng Chua},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Deconfounded Recommendation for Alleviating Bias Amplification},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1717--1725},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467249},
doi = {10.1145/3447548.3467249},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WangF0WC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangGCZYM021,
author = {Xiting Wang and
Xinwei Gu and
Jie Cao and
Zihua Zhao and
Yulan Yan and
Bhuvan Middha and
Xing Xie},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Reinforcing Pretrained Models for Generating Attractive Text Advertisements},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3697--3707},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467105},
doi = {10.1145/3447548.3467105},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WangGCZYM021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangGLCL21,
author = {Binghui Wang and
Jiayi Guo and
Ang Li and
Yiran Chen and
Hai Li},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Privacy-Preserving Representation Learning on Graphs: {A} Mutual Information
Perspective},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1667--1676},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467273},
doi = {10.1145/3447548.3467273},
timestamp = {Mon, 04 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WangGLCL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangHW000W21,
author = {Hanzhi Wang and
Mingguo He and
Zhewei Wei and
Sibo Wang and
Ye Yuan and
Xiaoyong Du and
Ji{-}Rong Wen},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Approximate Graph Propagation},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1686--1696},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467243},
doi = {10.1145/3447548.3467243},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/WangHW000W21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangJCG21,
author = {Binghui Wang and
Jinyuan Jia and
Xiaoyu Cao and
Neil Zhenqiang Gong},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Certified Robustness of Graph Neural Networks against Adversarial
Structural Perturbation},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1645--1653},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467295},
doi = {10.1145/3447548.3467295},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WangJCG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangKWLL21,
author = {Tao Wang and
Patrick Koch and
Brett Wujek and
Jun Liu and
Hai Li},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {The Fifth International Workshop on Automation in Machine Learning},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4163--4164},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469452},
doi = {10.1145/3447548.3469452},
timestamp = {Sat, 22 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WangKWLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangLCZ21,
author = {Zheng Wang and
Cheng Long and
Gao Cong and
Qianru Zhang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Error-Bounded Online Trajectory Simplification with Multi-Agent Reinforcement
Learning},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1758--1768},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467351},
doi = {10.1145/3447548.3467351},
timestamp = {Tue, 07 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/WangLCZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangLDTW21,
author = {Hao Wang and
Chi Harold Liu and
Zipeng Dai and
Jian Tang and
Guoren Wang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Energy-Efficient 3D Vehicular Crowdsourcing for Disaster Response
by Distributed Deep Reinforcement Learning},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3679--3687},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467070},
doi = {10.1145/3447548.3467070},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/WangLDTW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangLHS21,
author = {Xiao Wang and
Nian Liu and
Hui Han and
Chuan Shi},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Self-supervised Heterogeneous Graph Neural Network with Co-contrastive
Learning},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1726--1736},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467415},
doi = {10.1145/3447548.3467415},
timestamp = {Mon, 27 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/WangLHS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangLHWWCC21,
author = {Cong Wang and
Xiao{-}Hui Li and
Haocheng Han and
Shendi Wang and
Luning Wang and
Caleb Chen Cao and
Lei Chen},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Counterfactual Explanations in Explainable {AI:} {A} Tutorial},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4080--4081},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3470797},
doi = {10.1145/3447548.3470797},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WangLHWWCC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangLZHHLZB21,
author = {Haishuai Wang and
Zhao Li and
Peng Zhang and
Jiaming Huang and
Pengrui Hui and
Jian Liao and
Ji Zhang and
Jiajun Bu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Live-Streaming Fraud Detection: {A} Heterogeneous Graph Neural Network
Approach},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3670--3678},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467065},
doi = {10.1145/3447548.3467065},
timestamp = {Fri, 03 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/WangLZHHLZB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangMCTW0A21,
author = {Yaqing Wang and
Subhabrata Mukherjee and
Haoda Chu and
Yuancheng Tu and
Ming Wu and
Jing Gao and
Ahmed Hassan Awadallah},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Meta Self-training for Few-shot Neural Sequence Labeling},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1737--1747},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467235},
doi = {10.1145/3447548.3467235},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WangMCTW0A21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangMWJG21,
author = {Yaqing Wang and
Fenglong Ma and
Haoyu Wang and
Kishlay Jha and
Jing Gao},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Multimodal Emergent Fake News Detection via Meta Neural Process Networks},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3708--3716},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467153},
doi = {10.1145/3447548.3467153},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WangMWJG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangP21,
author = {Qitong Wang and
Themis Palpanas},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Deep Learning Embeddings for Data Series Similarity Search},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1708--1716},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467317},
doi = {10.1145/3447548.3467317},
timestamp = {Mon, 25 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WangP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangT21,
author = {Ding Wang and
Pang{-}Ning Tan},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{JOHAN:} {A} Joint Online Hurricane Trajectory and Intensity Forecasting
Framework},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1677--1685},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467400},
doi = {10.1145/3447548.3467400},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WangT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangWGG21,
author = {Zheng Wang and
Jialong Wang and
Yuchen Guo and
Zhiguo Gong},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Zero-shot Node Classification with Decomposed Graph Prototype Network},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1769--1779},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467230},
doi = {10.1145/3447548.3467230},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/WangWGG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangYLRSL21,
author = {Andrew Z. Wang and
Rex Ying and
Pan Li and
Nikhil Rao and
Karthik Subbian and
Jure Leskovec},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Bipartite Dynamic Representations for Abuse Detection},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3638--3648},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467141},
doi = {10.1145/3447548.3467141},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WangYLRSL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangZ21,
author = {Xin Wang and
Wenwu Zhu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Automated Machine Learning on Graph},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4082--4083},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3470804},
doi = {10.1145/3447548.3470804},
timestamp = {Wed, 24 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/WangZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangZLC21,
author = {Wen Wang and
Han Zhao and
Dokyun Lee and
George H. Chen},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Machine Learning for Consumers and Markets},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4165--4166},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469478},
doi = {10.1145/3447548.3469478},
timestamp = {Thu, 15 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/WangZLC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WeiFCWYH21,
author = {Tianxin Wei and
Fuli Feng and
Jiawei Chen and
Ziwei Wu and
Jinfeng Yi and
Xiangnan He},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Model-Agnostic Counterfactual Reasoning for Eliminating Popularity
Bias in Recommender System},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1791--1800},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467289},
doi = {10.1145/3447548.3467289},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WeiFCWYH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WeiSL21,
author = {Tong Wei and
Jiang{-}Xin Shi and
Yu{-}Feng Li},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Probabilistic Label Tree for Streaming Multi-Label Learning},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1801--1811},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467226},
doi = {10.1145/3447548.3467226},
timestamp = {Tue, 02 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/WeiSL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WeiTLY21,
author = {Tong Wei and
Wei{-}Wei Tu and
Yu{-}Feng Li and
Guo{-}Ping Yang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Towards Robust Prediction on Tail Labels},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1812--1820},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467223},
doi = {10.1145/3447548.3467223},
timestamp = {Tue, 02 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/WeiTLY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WenZLHLC21,
author = {Zeyi Wen and
Zhishang Zhou and
Hanfeng Liu and
Bingsheng He and
Xia Li and
Jian Chen},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Enhancing SVMs with Problem Context Aware Pipeline},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1821--1829},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467291},
doi = {10.1145/3447548.3467291},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WenZLHLC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Wu0JL21,
author = {Lingfei Wu and
Yu Chen and
Heng Ji and
Bang Liu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Deep Learning on Graphs for Natural Language Processing},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4084--4085},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3470820},
doi = {10.1145/3447548.3470820},
timestamp = {Tue, 11 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Wu0JL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WuGCXVMY21,
author = {Dongxia Wu and
Liyao Gao and
Matteo Chinazzi and
Xinyue Xiong and
Alessandro Vespignani and
Yi{-}An Ma and
Rose Yu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Quantifying Uncertainty in Deep Spatiotemporal Forecasting},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1841--1851},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467325},
doi = {10.1145/3447548.3467325},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WuGCXVMY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WuH21,
author = {Jun Wu and
Jingrui He},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Indirect Invisible Poisoning Attacks on Domain Adaptation},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1852--1862},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467214},
doi = {10.1145/3447548.3467214},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WuH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WuLGZC21,
author = {Chenwang Wu and
Defu Lian and
Yong Ge and
Zhihao Zhu and
Enhong Chen},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Triple Adversarial Learning for Influence based Poisoning Attack in
Recommender Systems},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1830--1840},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467335},
doi = {10.1145/3447548.3467335},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/WuLGZC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WuLYGGHLR021,
author = {Yuhan Wu and
Zirui Liu and
Xiang Yu and
Jie Gui and
Haochen Gan and
Yuhao Han and
Tao Li and
Ori Rottenstreich and
Tong Yang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {MapEmbed: Perfect Hashing with High Load Factor and Fast Update},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1863--1872},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467240},
doi = {10.1145/3447548.3467240},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WuLYGGHLR021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WuTXP021,
author = {Lingfei Wu and
Jiliang Tang and
Yinglong Xia and
Jian Pei and
Xiaojie Guo},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {The Sixth International Workshop on Deep Learning on Graphs - Methods
and Applications (DLG-KDD'21)},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4167--4168},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469470},
doi = {10.1145/3447548.3469470},
timestamp = {Fri, 07 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WuTXP021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WuYLMLWD21,
author = {Tongwen Wu and
Yu Yang and
Yanzhi Li and
Huiqiang Mao and
Liming Li and
Xiaoqing Wang and
Yuming Deng},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Representation Learning for Predicting Customer Orders},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3735--3744},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467170},
doi = {10.1145/3447548.3467170},
timestamp = {Sat, 16 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WuYLMLWD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/XiCYZZZC21,
author = {Dongbo Xi and
Zhen Chen and
Peng Yan and
Yinger Zhang and
Yongchun Zhu and
Fuzhen Zhuang and
Yu Chen},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Modeling the Sequential Dependence among Audience Multi-step Conversions
with Multi-task Learning in Targeted Display Advertising},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3745--3755},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467071},
doi = {10.1145/3447548.3467071},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/XiCYZZZC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/XiYHL21,
author = {Jianing Xi and
Liping Ye and
Qinghua Huang and
Xuelong Li},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Tolerating Data Missing in Breast Cancer Diagnosis from Clinical Ultrasound
Reports via Knowledge Graph Inference},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3756--3764},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467106},
doi = {10.1145/3447548.3467106},
timestamp = {Mon, 14 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/XiYHL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/XiaK21,
author = {Tian Xia and
Wei{-}Shinn Ku},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Geometric Graph Representation Learning on Protein Structure Prediction},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1873--1883},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467323},
doi = {10.1145/3447548.3467323},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/XiaK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/XiaLTL21,
author = {Wenwen Xia and
Yuchen Li and
Jianwei Tian and
Shenghong Li},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Forecasting Interaction Order on Temporal Graphs},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1884--1893},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467341},
doi = {10.1145/3447548.3467341},
timestamp = {Wed, 05 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/XiaLTL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/XiaWSZLH021,
author = {Yuan Xia and
Chunyu Wang and
Zhenhui Shi and
Jingbo Zhou and
Chao Lu and
Haifeng Huang and
Hui Xiong},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Medical Entity Relation Verification with Large-scale Machine Reading
Comprehension},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3765--3774},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467144},
doi = {10.1145/3447548.3467144},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/XiaWSZLH021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/XianZLKRFM021,
author = {Yikun Xian and
Handong Zhao and
Tak Yeon Lee and
Sungchul Kim and
Ryan A. Rossi and
Zuohui Fu and
Gerard de Melo and
S. Muthukrishnan},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{EXACTA:} Explainable Column Annotation},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3775--3785},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467211},
doi = {10.1145/3447548.3467211},
timestamp = {Thu, 02 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/XianZLKRFM021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/XiaoCWW21,
author = {Teng Xiao and
Zhengyu Chen and
Donglin Wang and
Suhang Wang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Learning How to Propagate Messages in Graph Neural Networks},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1894--1903},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467451},
doi = {10.1145/3447548.3467451},
timestamp = {Sat, 19 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/XiaoCWW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/XiaoLX0YLW21,
author = {Fengtong Xiao and
Lin Li and
Weinan Xu and
Jingyu Zhao and
Xiaofeng Yang and
Jun Lang and
Hao Wang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{DMBGN:} Deep Multi-Behavior Graph Networks for Voucher Redemption
Rate Prediction},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3786--3794},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467191},
doi = {10.1145/3447548.3467191},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/XiaoLX0YLW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/XieSH21,
author = {Ming{-}Kun Xie and
Feng Sun and
Sheng{-}Jun Huang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Partial Multi-Label Learning with Meta Disambiguation},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1904--1912},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467259},
doi = {10.1145/3447548.3467259},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/XieSH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/XieWLDGZHLZ21,
author = {Yuexiang Xie and
Zhen Wang and
Yaliang Li and
Bolin Ding and
Nezihe Merve G{\"{u}}rel and
Ce Zhang and
Minlie Huang and
Wei Lin and
Jingren Zhou},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{FIVES:} Feature Interaction Via Edge Search for Large-Scale Tabular
Data},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3795--3805},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467066},
doi = {10.1145/3447548.3467066},
timestamp = {Fri, 27 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/XieWLDGZHLZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/XingBZXLYCH21,
author = {Mingzhe Xing and
Shuqing Bian and
Wayne Xin Zhao and
Zhen Xiao and
Xingji Luo and
Cunxiang Yin and
Jing Cai and
Yancheng He},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Learning Reliable User Representations from Volatile and Sparse Data
to Accurately Predict Customer Lifetime Value},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3806--3816},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467079},
doi = {10.1145/3447548.3467079},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/XingBZXLYCH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/XiongYP21,
author = {Hao Xiong and
Junchi Yan and
Li Pan},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Contrastive Multi-View Multiplex Network Embedding with Applications
to Robust Network Alignment},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1913--1923},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467227},
doi = {10.1145/3447548.3467227},
timestamp = {Wed, 18 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/XiongYP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Xu0LS0QL21,
author = {Jin Xu and
Xu Tan and
Renqian Luo and
Kaitao Song and
Jian Li and
Tao Qin and
Tie{-}Yan Liu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{NAS-BERT:} Task-Agnostic and Adaptive-Size {BERT} Compression with
Neural Architecture Search},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1933--1943},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467262},
doi = {10.1145/3447548.3467262},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Xu0LS0QL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/XuAKMFY21,
author = {Linchuan Xu and
Ryo Asaoka and
Taichi Kiwaki and
Hiroshi Murata and
Yuri Fujino and
Kenji Yamanishi},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{PAMI:} {A} Computational Module for Joint Estimation and Progression
Prediction of Glaucoma},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3826--3834},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467195},
doi = {10.1145/3447548.3467195},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/XuAKMFY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/XuDW21,
author = {Depeng Xu and
Wei Du and
Xintao Wu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Removing Disparate Impact on Model Accuracy in Differentially Private
Stochastic Gradient Descent},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1924--1932},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467268},
doi = {10.1145/3447548.3467268},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/XuDW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/XuLLWT21,
author = {Han Xu and
Yaxin Li and
Xiaorui Liu and
Wentao Wang and
Jiliang Tang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Adversarial Robustness in Deep Learning: From Practices to Theories},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4086--4087},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3470812},
doi = {10.1145/3447548.3470812},
timestamp = {Mon, 24 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/XuLLWT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/XuM021,
author = {Chang Xu and
Siqi Ma and
David Lo},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{PLP} 2021: Workshop on Programming Language Processing},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4171--4172},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469460},
doi = {10.1145/3447548.3469460},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/XuM021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/XuRKKA21,
author = {Da Xu and
Chuanwei Ruan and
Evren K{\"{o}}rpeoglu and
Sushant Kumar and
Kannan Achan},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Towards the D-Optimal Online Experiment Design for Recommender Selection},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3817--3825},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467192},
doi = {10.1145/3447548.3467192},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/XuRKKA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/XuWPSYKBY21,
author = {Jianpeng Xu and
Lingfei Wu and
Xiaolin Pang and
Mohit Sharma and
Dawei Yin and
George Karypis and
Justin Basilico and
Philip S. Yu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {2nd International Workshop on Industrial Recommendation Systems {(IRS)}},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4173--4174},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469448},
doi = {10.1145/3447548.3469448},
timestamp = {Tue, 11 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/XuWPSYKBY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YadavSHMD21,
author = {Nishant Yadav and
Rajat Sen and
Daniel N. Hill and
Arya Mazumdar and
Inderjit S. Dhillon},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Session-Aware Query Auto-completion using Extreme Multi-Label Ranking},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3835--3844},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467087},
doi = {10.1145/3447548.3467087},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YadavSHMD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YangACH21,
author = {Fan Yang and
Sahan Suresh Alva and
Jiahao Chen and
Xia Hu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Model-Based Counterfactual Synthesizer for Interpretation},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1964--1974},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467333},
doi = {10.1145/3447548.3467333},
timestamp = {Sun, 28 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YangACH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YangC0021,
author = {Qingping Yang and
Yixuan Cao and
Hongwei Li and
Ping Luo},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Numerical Formula Recognition from Tables},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1986--1996},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467425},
doi = {10.1145/3447548.3467425},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YangC0021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YangLKT21,
author = {Yueji Yang and
Yuchen Li and
Panagiotis Karras and
Anthony K. H. Tung},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Context-aware Outstanding Fact Mining from Knowledge Graphs},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2006--2016},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467272},
doi = {10.1145/3447548.3467272},
timestamp = {Wed, 05 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/YangLKT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YangP0S21,
author = {Yazheng Yang and
Boyuan Pan and
Deng Cai and
Huan Sun},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {TopNet: Learning from Neural Topic Model to Generate Long Stories},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1997--2005},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467410},
doi = {10.1145/3447548.3467410},
timestamp = {Sat, 19 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YangP0S21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YangSWCXLFLZ21,
author = {Yue Yang and
Yuan Shi and
Dejian Wang and
Qisheng Chen and
Lei Xu and
Hanqian Li and
Zhouyu Fu and
Xin Li and
Hao Zhang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Improving the Information Disclosure in Mobility-on-Demand Systems},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3854--3864},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467062},
doi = {10.1145/3447548.3467062},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YangSWCXLFLZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YangSX0SS21,
author = {Chaoqi Yang and
Navjot Singh and
Cao Xiao and
Cheng Qian and
Edgar Solomonik and
Jimeng Sun},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{MTC:} Multiresolution Tensor Completion from Partial and Coarse Observations},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1953--1963},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467261},
doi = {10.1145/3447548.3467261},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YangSX0SS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YangZHSC21,
author = {Qian Yang and
Jianyi Zhang and
Weituo Hao and
Gregory P. Spell and
Lawrence Carin},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{FLOP:} Federated Learning on Medical Datasets using Partial Networks},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3845--3853},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467185},
doi = {10.1145/3447548.3467185},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YangZHSC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YaoWJHZY21,
author = {Jiangchao Yao and
Feng Wang and
Kunyang Jia and
Bo Han and
Jingren Zhou and
Hongxia Yang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Device-Cloud Collaborative Learning for Recommendation},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3865--3874},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467097},
doi = {10.1145/3447548.3467097},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YaoWJHZY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YiP21,
author = {Jaehyuk Yi and
Jinkyoo Park},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Semi-supervised Bearing Fault Diagnosis with Adversarially-Trained
Phase-Consistent Network},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3875--3885},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467200},
doi = {10.1145/3447548.3467200},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YiP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Yin0S021,
author = {Yu Yin and
Ke Chen and
Lidan Shou and
Gang Chen},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Defending Privacy Against More Knowledgeable Membership Inference
Attackers},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2026--2036},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467444},
doi = {10.1145/3447548.3467444},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Yin0S021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YinLKHX21,
author = {Hang Yin and
John Boaz Lee and
Xiangnan Kong and
Thomas Hartvigsen and
Sihong Xie},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Energy-Efficient Models for High-Dimensional Spike Train Classification
using Sparse Spiking Neural Networks},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2017--2025},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467252},
doi = {10.1145/3447548.3467252},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YinLKHX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YooSPK21,
author = {Jaemin Yoo and
Yejun Soun and
Yong{-}chan Park and
U Kang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Accurate Multivariate Stock Movement Prediction via Data-Axis Transformer
with Multi-Level Contexts},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2037--2045},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467297},
doi = {10.1145/3447548.3467297},
timestamp = {Sat, 19 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YooSPK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YoonGSNHY21,
author = {Minji Yoon and
Th{\'{e}}ophile Gervet and
Baoxu Shi and
Sufeng Niu and
Qi He and
Jaewon Yang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Performance-Adaptive Sampling Strategy Towards Fast and Accurate Graph
Neural Networks},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2046--2056},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467284},
doi = {10.1145/3447548.3467284},
timestamp = {Thu, 24 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YoonGSNHY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YouXWZ21,
author = {Shan You and
Chang Xu and
Fei Wang and
Changshui Zhang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Workshop on Model Mining},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4177--4178},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469471},
doi = {10.1145/3447548.3469471},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/YouXWZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YouZZPX21,
author = {Ansheng You and
Xiangzeng Zhou and
Yingya Zhang and
Pan Pan and
Yinghui Xu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Extremely Compact Non-local Representation Learning},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2057--2065},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467239},
doi = {10.1145/3447548.3467239},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YouZZPX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YuJCFLLY21,
author = {Sanshi Yu and
Zhuoxuan Jiang and
Dongdong Chen and
Shanshan Feng and
Dongsheng Li and
Qi Liu and
Jinfeng Yi},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Leveraging Tripartite Interaction Information from Live Stream E-Commerce
for Improving Product Recommendation},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3886--3894},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467151},
doi = {10.1145/3447548.3467151},
timestamp = {Wed, 25 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YuJCFLLY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YuPK21,
author = {Rose Yu and
Paris Perdikaris and
Anuj Karpatne},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Physics-Guided {AI} for Large-Scale Spatiotemporal Data},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4088--4089},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3470793},
doi = {10.1145/3447548.3470793},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YuPK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YuTWG21,
author = {Hong Yu and
Jia Tang and
Guoyin Wang and
Xinbo Gao},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {A Novel Multi-View Clustering Method for Unknown Mapping Relationships
Between Cross-View Samples},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2075--2083},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467294},
doi = {10.1145/3447548.3467294},
timestamp = {Mon, 13 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/YuTWG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YuY000H21,
author = {Junliang Yu and
Hongzhi Yin and
Min Gao and
Xin Xia and
Xiangliang Zhang and
Nguyen Quoc Viet Hung},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Socially-Aware Self-Supervised Tri-Training for Recommendation},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2084--2092},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467340},
doi = {10.1145/3447548.3467340},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/YuY000H21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YuZQXWLT021,
author = {Fuxun Yu and
Weishan Zhang and
Zhuwei Qin and
Zirui Xu and
Di Wang and
Chenchen Liu and
Zhi Tian and
Xiang Chen},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Fed2: Feature-Aligned Federated Learning},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2066--2074},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467309},
doi = {10.1145/3447548.3467309},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YuZQXWLT021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YuanLQL21,
author = {Bo{-}Wen Yuan and
Yu{-}Sheng Li and
Pengrui Quan and
Chih{-}Jen Lin},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Efficient Optimization Methods for Extreme Similarity Learning with
Nonlinear Embeddings},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2093--2103},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467363},
doi = {10.1145/3447548.3467363},
timestamp = {Wed, 06 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YuanLQL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZalmoutZLLD21,
author = {Nasser Zalmout and
Chenwei Zhang and
Xian Li and
Yan Liang and
Xin Luna Dong},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {All You Need to Know to Build a Product Knowledge Graph},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4090--4091},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3470825},
doi = {10.1145/3447548.3470825},
timestamp = {Wed, 25 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZalmoutZLLD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZengLYC021,
author = {Qingkai Zeng and
Jinfeng Lin and
Wenhao Yu and
Jane Cleland{-}Huang and
Meng Jiang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Enhancing Taxonomy Completion with Concept Generation via Fusing Relational
Representations},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2104--2113},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467308},
doi = {10.1145/3447548.3467308},
timestamp = {Mon, 19 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZengLYC021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZerveasJPBE21,
author = {George Zerveas and
Srideepika Jayaraman and
Dhaval Patel and
Anuradha Bhamidipaty and
Carsten Eickhoff},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {A Transformer-based Framework for Multivariate Time Series Representation
Learning},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2114--2124},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467401},
doi = {10.1145/3447548.3467401},
timestamp = {Mon, 15 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZerveasJPBE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhanHHA21,
author = {Ruohan Zhan and
Vitor Hadad and
David A. Hirshberg and
Susan Athey},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Off-Policy Evaluation via Adaptive Weighting with Data from Contextual
Bandits},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2125--2135},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467456},
doi = {10.1145/3447548.3467456},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhanHHA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Zhang0LWM21,
author = {Yinan Zhang and
Boyang Li and
Yong Liu and
Hao Wang and
Chunyan Miao},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Initialization Matters: Regularizing Manifold-informed Initialization
for Neural Recommendation Systems},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2263--2273},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467338},
doi = {10.1145/3447548.3467338},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/Zhang0LWM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Zhang0VMR21,
author = {Huayi Zhang and
Lei Cao and
Peter M. VanNostrand and
Samuel Madden and
Elke A. Rundensteiner},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{ELITE:} Robust Deep Anomaly Detection with Meta Gradient},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2174--2182},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467320},
doi = {10.1145/3447548.3467320},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/Zhang0VMR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangBELYY021,
author = {Zhen Zhang and
Jiajun Bu and
Martin Ester and
Zhao Li and
Chengwei Yao and
Zhi Yu and
Can Wang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{H2MN:} Graph Similarity Learning with Hierarchical Hypergraph Matching
Networks},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2274--2284},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467328},
doi = {10.1145/3447548.3467328},
timestamp = {Fri, 02 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhangBELYY021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangCMCYX21,
author = {Sixiao Zhang and
Hongxu Chen and
Xiao Ming and
Lizhen Cui and
Hongzhi Yin and
Guandong Xu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Where are we in embedding spaces?},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2223--2231},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467421},
doi = {10.1145/3447548.3467421},
timestamp = {Thu, 02 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhangCMCYX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangDLX0QLLDZR21,
author = {Xu Zhang and
Chao Du and
Yifan Li and
Yong Xu and
Hongyu Zhang and
Si Qin and
Ze Li and
Qingwei Lin and
Yingnong Dang and
Andrew Zhou and
Saravanakumar Rajmohan and
Dongmei Zhang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{HALO:} Hierarchy-aware Fault Localization for Cloud Systems},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3948--3958},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467190},
doi = {10.1145/3447548.3467190},
timestamp = {Sat, 26 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhangDLX0QLLDZR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangGDGBPH21,
author = {Qingsong Zhang and
Bin Gu and
Cheng Deng and
Songxiang Gu and
Liefeng Bo and
Jian Pei and
Heng Huang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {AsySQN: Faster Vertical Federated Learning Algorithms with Better
Computation Resource Utilization},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3917--3927},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467169},
doi = {10.1145/3447548.3467169},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZhangGDGBPH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangGS21,
author = {Hengtong Zhang and
Jing Gao and
Lu Su},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Data Poisoning Attacks Against Outcome Interpretations of Predictive
Models},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2165--2173},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467405},
doi = {10.1145/3447548.3467405},
timestamp = {Sat, 05 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhangGS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangJD0YCTHWHC21,
author = {Ningyu Zhang and
Qianghuai Jia and
Shumin Deng and
Xiang Chen and
Hongbin Ye and
Hui Chen and
Huaixiao Tou and
Gang Huang and
Zhao Wang and
Nengwei Hua and
Huajun Chen},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {AliCG: Fine-grained and Evolvable Conceptual Graph Construction for
Semantic Search at Alibaba},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3895--3905},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467057},
doi = {10.1145/3447548.3467057},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhangJD0YCTHWHC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangJLSSMWY021,
author = {Wentao Zhang and
Yuezihan Jiang and
Yang Li and
Zeang Sheng and
Yu Shen and
Xupeng Miao and
Liang Wang and
Zhi Yang and
Bin Cui},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{ROD:} Reception-aware Online Distillation for Sparse Graphs},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2232--2242},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467221},
doi = {10.1145/3447548.3467221},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhangJLSSMWY021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangKHZMHPFGW21,
author = {Wei Zhang and
Brendan Kitts and
Yanjun Han and
Zhengyuan Zhou and
Tingyu Mao and
Hao He and
Shengjun Pan and
Aaron Flores and
San Gultekin and
Tsachy Weissman},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{MEOW:} {A} Space-Efficient Nonparametric Bid Shading Algorithm},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3928--3936},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467113},
doi = {10.1145/3447548.3467113},
timestamp = {Thu, 22 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhangKHZMHPFGW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangL021,
author = {Chuxu Zhang and
Jundong Li and
Meng Jiang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Data Efficient Learning on Graphs},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4092--4093},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3470813},
doi = {10.1145/3447548.3470813},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhangL021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangLZS21,
author = {Hao Zhang and
Zhuohan Li and
Lianmin Zheng and
Ion Stoica},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Simple and Automatic Distributed Machine Learning on Ray},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4094--4095},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3470816},
doi = {10.1145/3447548.3470816},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZhangLZS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangTCLYWNSJB21,
author = {Jian Zhang and
Jian Tang and
Yiran Chen and
Jie Liu and
Jieping Ye and
Marilyn Wolf and
Vijaykrishnan Narayanan and
Mani Srivastava and
Michael I. Jordan and
Victor Bahl},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {The 4th Artificial Intelligence of Things (AIoT) Workshop},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4179--4180},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469464},
doi = {10.1145/3447548.3469464},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhangTCLYWNSJB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangTJXG21,
author = {Si Zhang and
Hanghang Tong and
Long Jin and
Yinglong Xia and
Yunsong Guo},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Balancing Consistency and Disparity in Network Alignment},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2212--2222},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467331},
doi = {10.1145/3447548.3467331},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhangTJXG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangTLSYZG21,
author = {Hengtong Zhang and
Changxin Tian and
Yaliang Li and
Lu Su and
Nan Yang and
Wayne Xin Zhao and
Jing Gao},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Data Poisoning Attack against Recommender System Using Incomplete
and Perturbed Data},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2154--2164},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467233},
doi = {10.1145/3447548.3467233},
timestamp = {Thu, 02 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhangTLSYZG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangX0H21,
author = {Xingyi Zhang and
Kun Xie and
Sibo Wang and
Zengfeng Huang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Learning Based Proximity Matrix Factorization for Node Embedding},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2243--2253},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467296},
doi = {10.1145/3447548.3467296},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZhangX0H21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangYLLZXC21,
author = {Denghui Zhang and
Zixuan Yuan and
Yanchi Liu and
Hao Liu and
Fuzhen Zhuang and
Hui Xiong and
Haifeng Chen},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Domain-oriented Language Modeling with Adaptive Hybrid Masking and
Optimal Transport Alignment},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2145--2153},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467215},
doi = {10.1145/3447548.3467215},
timestamp = {Tue, 04 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZhangYLLZXC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangZSLZX21,
author = {Qi Zhang and
Hengshu Zhu and
Ying Sun and
Hao Liu and
Fuzhen Zhuang and
Hui Xiong},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Talent Demand Forecasting with Attentive Neural Sequential Model},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3906--3916},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467131},
doi = {10.1145/3447548.3467131},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhangZSLZX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangZW21,
author = {Yi Zhang and
Yu Zhang and
Wei Wang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Multi-Task Learning via Generalized Tensor Trace Norm},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2254--2262},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467329},
doi = {10.1145/3447548.3467329},
timestamp = {Sat, 26 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZhangZW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangZYSZW21,
author = {Jiawen Zhang and
Jiaqi Zhu and
Yi Yang and
Wandong Shi and
Congcong Zhang and
Hongan Wang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Knowledge-Enhanced Domain Adaptation in Few-Shot Relation Classification},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2183--2191},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467438},
doi = {10.1145/3447548.3467438},
timestamp = {Wed, 07 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZhangZYSZW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangZYX21,
author = {Shengming Zhang and
Hao Zhong and
Zixuan Yuan and
Hui Xiong},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Scalable Heterogeneous Graph Neural Networks for Predicting High-potential
Early-stage Startups},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2202--2211},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467383},
doi = {10.1145/3447548.3467383},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhangZYX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangZZ0ZC021,
author = {Le Zhang and
Ding Zhou and
Hengshu Zhu and
Tong Xu and
Rui Zha and
Enhong Chen and
Hui Xiong},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Attentive Heterogeneous Graph Embedding for Job Mobility Prediction},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2192--2201},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467388},
doi = {10.1145/3447548.3467388},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhangZZ0ZC021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Zhao0T21,
author = {Chen Zhao and
Feng Chen and
Bhavani Thuraisingham},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Fairness-Aware Online Meta-learning},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2294--2304},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467389},
doi = {10.1145/3447548.3467389},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/Zhao0T21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhaoLFLTW21,
author = {Xiangyu Zhao and
Haochen Liu and
Wenqi Fan and
Hui Liu and
Jiliang Tang and
Chong Wang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {AutoLoss: Automated Loss Function Search in Recommendations},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3959--3967},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467208},
doi = {10.1145/3447548.3467208},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZhaoLFLTW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhaoLTMW21,
author = {Bohan Zhao and
Xiang Li and
Boyu Tian and
Zhiyu Mei and
Wenfei Wu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{DHS:} Adaptive Memory Layout Organization of Sketch Slots for Fast
and Accurate Data Stream Processing},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2285--2293},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467353},
doi = {10.1145/3447548.3467353},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhaoLTMW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhaoWDT21,
author = {Junzhou Zhao and
Pinghui Wang and
Chao Deng and
Jing Tao},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Temporal Biased Streaming Submodular Optimization},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2305--2315},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467288},
doi = {10.1145/3447548.3467288},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhaoWDT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhaoWWZ21,
author = {Yuhai Zhao and
Yejiang Wang and
Zhengkui Wang and
Chengqi Zhang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Multi-graph Multi-label Learning with Dual-granularity Labeling},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2327--2337},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467339},
doi = {10.1145/3447548.3467339},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZhaoWWZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhaoZLZZCWY21,
author = {Yikai Zhao and
Zheng Zhong and
Yuanpeng Li and
Yi Zhou and
Yifan Zhu and
Li Chen and
Yi Wang and
Tong Yang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Cluster-Reduce: Compressing Sketches for Distributed Data Streams},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2316--2326},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467217},
doi = {10.1145/3447548.3467217},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhaoZLZZCWY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhelevaA21,
author = {Elena Zheleva and
David Arbour},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Causal Inference from Network Data},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4096--4097},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3470795},
doi = {10.1145/3447548.3470795},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhelevaA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhengJXC21,
author = {Guanjie Zheng and
Porter Jenkins and
Yanyan Xu and
Dongyao Chen},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Overview of the 1st Workshop on City Brain Research},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4181--4182},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469481},
doi = {10.1145/3447548.3469481},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhengJXC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhengMGZ21,
author = {Jiawei Zheng and
Qianli Ma and
Hao Gu and
Zhenjing Zheng},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Multi-view Denoising Graph Auto-Encoders on Heterogeneous Information
Networks for Cold-start Recommendation},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2338--2348},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467427},
doi = {10.1145/3447548.3467427},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZhengMGZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhengW21,
author = {Yong Zheng and
David (Xuejun) Wang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Multi-Objective Recommendations},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4098--4099},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3470788},
doi = {10.1145/3447548.3470788},
timestamp = {Sun, 11 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhengW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhengYC21,
author = {Yu Zheng and
Yongxin Yang and
Bowei Chen},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Incorporating Prior Financial Domain Knowledge into Neural Networks
for Implied Volatility Surface Prediction},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3968--3975},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467115},
doi = {10.1145/3447548.3467115},
timestamp = {Wed, 13 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhengYC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhengYG021,
author = {Wenbo Zheng and
Lan Yan and
Chao Gou and
Fei{-}Yue Wang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Knowledge is Power: Hierarchical-Knowledge Embedded Meta-Learning
for Visual Reasoning in Artistic Domains},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2360--2368},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467285},
doi = {10.1145/3447548.3467285},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhengYG021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhengYP21,
author = {Weiguo Zheng and
Yifan Yang and
Chengzhi Piao},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Accelerating Set Intersections over Graphs by Reducing-Merging},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2349--2359},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467219},
doi = {10.1145/3447548.3467219},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhengYP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhongXZ21,
author = {Mingze Zhong and
Hong Xie and
Qingsheng Zhu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Quantifying Assimilate-Contrast Effects in Online Rating Systems:
Modeling, Analysis and Application},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2369--2377},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467244},
doi = {10.1145/3447548.3467244},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhongXZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Zhou0PZZ21,
author = {Haoyi Zhou and
Jianxin Li and
Jieqi Peng and
Shuai Zhang and
Shanghang Zhang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Triplet Attention: Rethinking the Similarity in Transformers},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2378--2388},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467241},
doi = {10.1145/3447548.3467241},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Zhou0PZZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Zhou0WWHT0CM21,
author = {Yuqiang Zhou and
Qi Liu and
Jinze Wu and
Fei Wang and
Zhenya Huang and
Wei Tong and
Hui Xiong and
Enhong Chen and
Jianhui Ma},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Modeling Context-aware Features for Cognitive Diagnosis in Student
Learning},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2420--2428},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467264},
doi = {10.1145/3447548.3467264},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Zhou0WWHT0CM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhouCLWPZ21,
author = {Zirui Zhou and
Lingyang Chu and
Changxin Liu and
Lanjun Wang and
Jian Pei and
Yong Zhang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Towards Fair Federated Learning},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4100--4101},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3470814},
doi = {10.1145/3447548.3470814},
timestamp = {Sat, 19 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhouCLWPZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhouHPKSKGGMPZF21,
author = {Tian Zhou and
Hao He and
Shengjun Pan and
Niklas Karlsson and
Bharatbhushan Shetty and
Brendan Kitts and
Djordje Gligorijevic and
San Gultekin and
Tingyu Mao and
Junwei Pan and
Jianlong Zhang and
Aaron Flores},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {An Efficient Deep Distribution Network for Bid Shading in First-Price
Auctions},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3996--4004},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467167},
doi = {10.1145/3447548.3467167},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZhouHPKSKGGMPZF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhouHW21,
author = {Zhengze Zhou and
Giles Hooker and
Fei Wang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{S-LIME:} Stabilized-LIME for Model Explanation},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2429--2438},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467274},
doi = {10.1145/3447548.3467274},
timestamp = {Thu, 02 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZhouHW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhouLHLLJHCJZ21,
author = {Mengyu Zhou and
Qingtao Li and
Xinyi He and
Yuejiang Li and
Yibo Liu and
Wei Ji and
Shi Han and
Yining Chen and
Daxin Jiang and
Dongmei Zhang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Table2Charts: Recommending Charts by Learning Shared Table Representations},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2389--2399},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467279},
doi = {10.1145/3447548.3467279},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhouLHLLJHCJZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhouMZZY21,
author = {Chang Zhou and
Jianxin Ma and
Jianwei Zhang and
Jingren Zhou and
Hongxia Yang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Contrastive Learning for Debiased Candidate Generation in Large-Scale
Recommender Systems},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3985--3995},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467102},
doi = {10.1145/3447548.3467102},
timestamp = {Wed, 12 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZhouMZZY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhouXWNKAH21,
author = {Yao Zhou and
Jianpeng Xu and
Jun Wu and
Zeinab Taghavi Nasrabadi and
Evren K{\"{o}}rpeoglu and
Kannan Achan and
Jingrui He},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{PURE:} Positive-Unlabeled Recommendation with Generative Adversarial
Network},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2409--2419},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467234},
doi = {10.1145/3447548.3467234},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhouXWNKAH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhouZ0SSY21,
author = {Xun Zhou and
Liang Zhao and
Zhe Jiang and
Robert N. Stewart and
Shashi Shekhar and
Jieping Ye},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {DeepSpatial'21: 2nd International Workshop on Deep Learning for Spatiotemporal
Data, Applications, and Systems},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4183--4184},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469446},
doi = {10.1145/3447548.3469446},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhouZ0SSY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhouZ21,
author = {Xiaotian Zhou and
Zhongzhi Zhang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Maximizing Influence of Leaders in Social Networks},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2400--2408},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467229},
doi = {10.1145/3447548.3467229},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhouZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Zhu0ZC21,
author = {Ziwei Zhu and
Yun He and
Xing Zhao and
James Caverlee},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Popularity Bias in Dynamic Recommendation},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2439--2449},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467376},
doi = {10.1145/3447548.3467376},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Zhu0ZC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhuLXZHGZLC21,
author = {Yongchun Zhu and
Yudan Liu and
Ruobing Xie and
Fuzhen Zhuang and
Xiaobo Hao and
Kaikai Ge and
Xu Zhang and
Leyu Lin and
Juan Cao},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Learning to Expand Audience via Meta Hybrid Experts and Critics for
Recommendation and Advertising},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4005--4013},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467093},
doi = {10.1145/3447548.3467093},
timestamp = {Tue, 28 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhuLXZHGZLC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhuLZJWTRAZ21,
author = {Xiaoqiang Zhu and
Kuang{-}chih Lee and
Guorui Zhou and
Biye Jiang and
Zhe Wang and
Ruiming Tang and
Kan Ren and
Qingyao Ai and
Weinan Zhang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {3rd International Workshop on Deep Learning Practice for High-Dimensional
Sparse Data with {KDD} 2021},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4187--4188},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469444},
doi = {10.1145/3447548.3469444},
timestamp = {Tue, 17 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhuLZJWTRAZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhuP21,
author = {Feida Zhu and
Jian Pei},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {The Third International Workshop on Smart Data for Blockchain and
Distributed Ledger {(SDBD2021):} Joint Workshop with {SIGKDD} 2021
Trust Day},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4185--4186},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469441},
doi = {10.1145/3447548.3469441},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZhuP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZouYZYYT21,
author = {Xu Zou and
Da Yin and
Qingyang Zhong and
Hongxia Yang and
Zhilin Yang and
Jie Tang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Controllable Generation from Pre-trained Language Models via Inverse
Prompting},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2450--2460},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467418},
doi = {10.1145/3447548.3467418},
timestamp = {Tue, 28 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZouYZYYT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZouZCMCWSCY21,
author = {Lixin Zou and
Shengqiang Zhang and
Hengyi Cai and
Dehong Ma and
Suqi Cheng and
Shuaiqiang Wang and
Daiting Shi and
Zhicong Cheng and
Dawei Yin},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Pre-trained Language Model based Ranking in Baidu Search},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4014--4022},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467147},
doi = {10.1145/3447548.3467147},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZouZCMCWSCY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZouZDGKLT21,
author = {Xu Zou and
Qinkai Zheng and
Yuxiao Dong and
Xinyu Guan and
Evgeny Kharlamov and
Jialiang Lu and
Jie Tang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{TDGIA:} Effective Injection Attacks on Graph Neural Networks},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2461--2471},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467314},
doi = {10.1145/3447548.3467314},
timestamp = {Tue, 28 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZouZDGKLT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2021,
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548},
doi = {10.1145/3447548},
isbn = {978-1-4503-8332-5},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
a service of 
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
retrieved on 2024-06-19 13:53 CEST from data curated by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
