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ORCIDBibTeX records: Bryan Hooi
@article{DBLP:journals/tnn/YangWHZ24,
author = {Chenming Yang and
Hui Wen and
Bryan Hooi and
Liang Zhou},
title = {CapMax: {A} Framework for Dynamic Network Representation Learning
From the View of Multiuser Communication},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {35},
number = {4},
pages = {4554--4566},
year = {2024},
url = {https://doi.org/10.1109/TNNLS.2022.3222165},
doi = {10.1109/TNNLS.2022.3222165},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/YangWHZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HuLFLH24,
author = {Zhiyuan Hu and
Chumin Liu and
Yue Feng and
Anh Tuan Luu and
Bryan Hooi},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {PoetryDiffusion: Towards Joint Semantic and Metrical Manipulation
in Poetry Generation},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {18279--18288},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i16.29787},
doi = {10.1609/AAAI.V38I16.29787},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HuLFLH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-03271,
author = {Zhiyuan Hu and
Chumin Liu and
Xidong Feng and
Yilun Zhao and
See{-}Kiong Ng and
Anh Tuan Luu and
Junxian He and
Pang Wei Koh and
Bryan Hooi},
title = {Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information
Seeking in Large Language Models},
journal = {CoRR},
volume = {abs/2402.03271},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.03271},
doi = {10.48550/ARXIV.2402.03271},
eprinttype = {arXiv},
eprint = {2402.03271},
timestamp = {Wed, 13 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-03271.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-07630,
author = {Xiaoxin He and
Yijun Tian and
Yifei Sun and
Nitesh V. Chawla and
Thomas Laurent and
Yann LeCun and
Xavier Bresson and
Bryan Hooi},
title = {G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding
and Question Answering},
journal = {CoRR},
volume = {abs/2402.07630},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.07630},
doi = {10.48550/ARXIV.2402.07630},
eprinttype = {arXiv},
eprint = {2402.07630},
timestamp = {Mon, 19 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-07630.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-11816,
author = {Jihai Zhang and
Xiang Lan and
Xiaoye Qu and
Yu Cheng and
Mengling Feng and
Bryan Hooi},
title = {Learning the Unlearned: Mitigating Feature Suppression in Contrastive
Learning},
journal = {CoRR},
volume = {abs/2402.11816},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.11816},
doi = {10.48550/ARXIV.2402.11816},
eprinttype = {arXiv},
eprint = {2402.11816},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-11816.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-13630,
author = {Yufei He and
Bryan Hooi},
title = {UniGraph: Learning a Cross-Domain Graph Foundation Model From Natural
Language},
journal = {CoRR},
volume = {abs/2402.13630},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.13630},
doi = {10.48550/ARXIV.2402.13630},
eprinttype = {arXiv},
eprint = {2402.13630},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-13630.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-15300,
author = {Ailin Deng and
Zhirui Chen and
Bryan Hooi},
title = {Seeing is Believing: Mitigating Hallucination in Large Vision-Language
Models via CLIP-Guided Decoding},
journal = {CoRR},
volume = {abs/2402.15300},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.15300},
doi = {10.48550/ARXIV.2402.15300},
eprinttype = {arXiv},
eprint = {2402.15300},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-15300.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-02253,
author = {Yuexin Li and
Chengyu Huang and
Shumin Deng and
Mei Lin Lock and
Tri Cao and
Nay Oo and
Bryan Hooi and
Hoon Wei Lim},
title = {KnowPhish: Large Language Models Meet Multimodal Knowledge Graphs
for Enhancing Reference-Based Phishing Detection},
journal = {CoRR},
volume = {abs/2403.02253},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.02253},
doi = {10.48550/ARXIV.2403.02253},
eprinttype = {arXiv},
eprint = {2403.02253},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-02253.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/YangWHWZ23,
author = {Chenming Yang and
Hui Wen and
Bryan Hooi and
Yue Wu and
Liang Zhou},
title = {A multi-scale reconstruction method for the anomaly detection in stochastic
dynamic networks},
journal = {Neurocomputing},
volume = {518},
pages = {482--495},
year = {2023},
url = {https://doi.org/10.1016/j.neucom.2022.11.002},
doi = {10.1016/J.NEUCOM.2022.11.002},
timestamp = {Sun, 04 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/YangWHWZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/YangLLHZ23,
author = {Chenming Yang and
Jingjing Li and
Ke Lu and
Bryan Hooi and
Liang Zhou},
title = {Continuous-time graph directed information maximization for temporal
network representation},
journal = {Inf. Sci.},
volume = {644},
pages = {119240},
year = {2023},
url = {https://doi.org/10.1016/j.ins.2023.119240},
doi = {10.1016/J.INS.2023.119240},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/YangLLHZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/ShekharEHEFA23,
author = {Shubhranshu Shekhar and
Dhivya Eswaran and
Bryan Hooi and
Jonathan Elmer and
Christos Faloutsos and
Leman Akoglu},
title = {Benefit-aware early prediction of health outcomes on multivariate
{EEG} time series},
journal = {J. Biomed. Informatics},
volume = {139},
pages = {104296},
year = {2023},
url = {https://doi.org/10.1016/j.jbi.2023.104296},
doi = {10.1016/J.JBI.2023.104296},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbi/ShekharEHEFA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/ZhangKHYF23,
author = {Yifan Zhang and
Bingyi Kang and
Bryan Hooi and
Shuicheng Yan and
Jiashi Feng},
title = {Deep Long-Tailed Learning: {A} Survey},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {9},
pages = {10795--10816},
year = {2023},
url = {https://doi.org/10.1109/TPAMI.2023.3268118},
doi = {10.1109/TPAMI.2023.3268118},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/ZhangKHYF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiuZDHZSC23,
author = {Shenghua Liu and
Bin Zhou and
Quan Ding and
Bryan Hooi and
Zhengbo Zhang and
Huawei Shen and
Xueqi Cheng},
title = {Time Series Anomaly Detection With Adversarial Reconstruction Networks},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {4},
pages = {4293--4306},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2021.3140058},
doi = {10.1109/TKDE.2021.3140058},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/LiuZDHZSC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tors/LimHNGWT23,
author = {Nicholas Lim and
Bryan Hooi and
See{-}Kiong Ng and
Yong Liang Goh and
Renrong Weng and
Rui Tan},
title = {Learning Hierarchical Spatial Tasks with Visiting Relations for Next
{POI} Recommendation},
journal = {Trans. Recomm. Syst.},
volume = {1},
number = {4},
pages = {1--26},
year = {2023},
url = {https://doi.org/10.1145/3610584},
doi = {10.1145/3610584},
timestamp = {Fri, 12 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tors/LimHNGWT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/DengM0H23,
author = {Shumin Deng and
Shengyu Mao and
Ningyu Zhang and
Bryan Hooi},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {{SPEECH:} Structured Prediction with Energy-Based Event-Centric Hyperspheres},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,
July 9-14, 2023},
pages = {351--363},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-long.21},
doi = {10.18653/V1/2023.ACL-LONG.21},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/DengM0H23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/WuLDXH23,
author = {Jiaying Wu and
Shen Li and
Ailin Deng and
Miao Xiong and
Bryan Hooi},
editor = {Ingo Frommholz and
Frank Hopfgartner and
Mark Lee and
Michael Oakes and
Mounia Lalmas and
Min Zhang and
Rodrygo L. T. Santos},
title = {Prompt-and-Align: Prompt-Based Social Alignment for Few-Shot Fake
News Detection},
booktitle = {Proceedings of the 32nd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
October 21-25, 2023},
pages = {2726--2736},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583780.3615015},
doi = {10.1145/3583780.3615015},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/WuLDXH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/HuFLHL23,
author = {Zhiyuan Hu and
Yue Feng and
Anh Tuan Luu and
Bryan Hooi and
Aldo Lipani},
editor = {Ingo Frommholz and
Frank Hopfgartner and
Mark Lee and
Michael Oakes and
Mounia Lalmas and
Min Zhang and
Rodrygo L. T. Santos},
title = {Unlocking the Potential of User Feedback: Leveraging Large Language
Model as User Simulators to Enhance Dialogue System},
booktitle = {Proceedings of the 32nd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
October 21-25, 2023},
pages = {3953--3957},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583780.3615220},
doi = {10.1145/3583780.3615220},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/HuFLHL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/conll/0001HWCLZTDC23,
author = {Yiwei Wang and
Bryan Hooi and
Fei Wang and
Yujun Cai and
Yuxuan Liang and
Wenxuan Zhou and
Jing Tang and
Manjuan Duan and
Muhao Chen},
editor = {Jing Jiang and
David Reitter and
Shumin Deng},
title = {How Fragile is Relation Extraction under Entity Replacements?},
booktitle = {Proceedings of the 27th Conference on Computational Natural Language
Learning, CoNLL 2023, Singapore, December 6-7, 2023},
pages = {414--423},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.conll-1.27},
doi = {10.18653/V1/2023.CONLL-1.27},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/conll/0001HWCLZTDC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/XuLDXW0DH23,
author = {Jianqing Xu and
Shen Li and
Ailin Deng and
Miao Xiong and
Jiaying Wu and
Jiaxiang Wu and
Shouhong Ding and
Bryan Hooi},
title = {Probabilistic Knowledge Distillation of Face Ensembles},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {3489--3498},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.00340},
doi = {10.1109/CVPR52729.2023.00340},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/XuLDXW0DH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WangCCLH23,
author = {Yiwei Wang and
Yujun Cai and
Muhao Chen and
Yuxuan Liang and
Bryan Hooi},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Primacy Effect of ChatGPT},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
pages = {108--115},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-main.8},
doi = {10.18653/V1/2023.EMNLP-MAIN.8},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/WangCCLH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/HuangHS23,
author = {Baixiang Huang and
Bryan Hooi and
Kai Shu},
editor = {Matthias Renz and
Mario A. Nascimento},
title = {{TAP:} {A} Comprehensive Data Repository for Traffic Accident Prediction
in Road Networks},
booktitle = {Proceedings of the 31st {ACM} International Conference on Advances
in Geographic Information Systems, {SIGSPATIAL} 2023, Hamburg, Germany,
November 13-16, 2023},
pages = {105:1--105:4},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3589132.3625655},
doi = {10.1145/3589132.3625655},
timestamp = {Sun, 31 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/HuangHS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/DengWL0DCXYCCCP23,
author = {Shumin Deng and
Chengming Wang and
Zhoubo Li and
Ningyu Zhang and
Zelin Dai and
Hehong Chen and
Feiyu Xiong and
Ming Yan and
Qiang Chen and
Mosha Chen and
Jiaoyan Chen and
Jeff Z. Pan and
Bryan Hooi and
Huajun Chen},
title = {Construction and Applications of Billion-Scale Pre-Trained Multimodal
Business Knowledge Graph},
booktitle = {39th {IEEE} International Conference on Data Engineering, {ICDE} 2023,
Anaheim, CA, USA, April 3-7, 2023},
pages = {2988--3002},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDE55515.2023.00229},
doi = {10.1109/ICDE55515.2023.00229},
timestamp = {Thu, 27 Jul 2023 14:59:05 +0200},
biburl = {https://dblp.org/rec/conf/icde/DengWL0DCXYCCCP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DengXH23,
author = {Ailin Deng and
Miao Xiong and
Bryan Hooi},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Great Models Think Alike: Improving Model Reliability via Inter-Model
Latent Agreement},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {7675--7693},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/deng23f.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/DengXH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HeH0PLB23,
author = {Xiaoxin He and
Bryan Hooi and
Thomas Laurent and
Adam Perold and
Yann LeCun and
Xavier Bresson},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {A Generalization of ViT/MLP-Mixer to Graphs},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {12724--12745},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/he23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HeH0PLB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiXH23,
author = {Yuwen Li and
Miao Xiong and
Bryan Hooi},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {GraphCleaner: Detecting Mislabelled Samples in Popular Graph Learning
Benchmarks},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {20195--20209},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/li23ai.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiXH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangZFHW23,
author = {Kaixin Wang and
Kuangqi Zhou and
Jiashi Feng and
Bryan Hooi and
Xinchao Wang},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Reachability-Aware Laplacian Representation in Reinforcement Learning},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {36670--36693},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/wang23av.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangZFHW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Yang0SH23,
author = {Mingqi Yang and
Wenjie Feng and
Yanming Shen and
Bryan Hooi},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Towards Better Graph Representation Learning with Parameterized Decomposition
{\&} Filtering},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {39234--39251},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/yang23c.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Yang0SH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0001WKSYH23,
author = {Siddharth Bhatia and
Mohit Wadhwa and
Kenji Kawaguchi and
Neil Shah and
Philip S. Yu and
Bryan Hooi},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {Sketch-Based Anomaly Detection in Streaming Graphs},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {93--104},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599504},
doi = {10.1145/3580305.3599504},
timestamp = {Mon, 25 Sep 2023 08:29:22 +0200},
biburl = {https://dblp.org/rec/conf/kdd/0001WKSYH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WuH23,
author = {Jiaying Wu and
Bryan Hooi},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {{DECOR:} Degree-Corrected Social Graph Refinement for Fake News Detection},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {2582--2593},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599298},
doi = {10.1145/3580305.3599298},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WuH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiuXL0W00LHZ23,
author = {Xu Liu and
Yutong Xia and
Yuxuan Liang and
Junfeng Hu and
Yiwei Wang and
Lei Bai and
Chao Huang and
Zhenguang Liu and
Bryan Hooi and
Roger Zimmermann},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {LargeST: {A} Benchmark Dataset for Large-Scale Traffic Forecasting},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/ee57cd73a76bd927ffca3dda1dc3b9d4-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiuXL0W00LHZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XiongDKW0XH23,
author = {Miao Xiong and
Ailin Deng and
Pang Wei W. Koh and
Jiaying Wu and
Shen Li and
Jianqing Xu and
Bryan Hooi},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Proximity-Informed Calibration for Deep Neural Networks},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/d826f5aadb26db488b8686097ceea2d1-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/XiongDKW0XH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangZHWF23,
author = {Yifan Zhang and
Daquan Zhou and
Bryan Hooi and
Kai Wang and
Jiashi Feng},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Expanding Small-Scale Datasets with Guided Imagination},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/f188a55392d3a7509b0b27f8d24364bb-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhangZHWF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/WangHLS23,
author = {Yiwei Wang and
Bryan Hooi and
Yozen Liu and
Neil Shah},
editor = {Tat{-}Seng Chua and
Hady W. Lauw and
Luo Si and
Evimaria Terzi and
Panayiotis Tsaparas},
title = {Graph Explicit Neural Networks: Explicitly Encoding Graphs for Efficient
and Accurate Inference},
booktitle = {Proceedings of the Sixteenth {ACM} International Conference on Web
Search and Data Mining, {WSDM} 2023, Singapore, 27 February 2023 -
3 March 2023},
pages = {348--356},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3539597.3570388},
doi = {10.1145/3539597.3570388},
timestamp = {Thu, 16 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/WangHLS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-12603,
author = {Xu Liu and
Yuxuan Liang and
Chao Huang and
Hengchang Hu and
Yushi Cao and
Bryan Hooi and
Roger Zimmermann},
title = {Do We Really Need Graph Neural Networks for Traffic Forecasting?},
journal = {CoRR},
volume = {abs/2301.12603},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.12603},
doi = {10.48550/ARXIV.2301.12603},
eprinttype = {arXiv},
eprint = {2301.12603},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-12603.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-02628,
author = {Ailin Deng and
Shen Li and
Miao Xiong and
Zhirui Chen and
Bryan Hooi},
title = {Trust, but Verify: Using Self-Supervised Probing to Improve Trustworthiness},
journal = {CoRR},
volume = {abs/2302.02628},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.02628},
doi = {10.48550/ARXIV.2302.02628},
eprinttype = {arXiv},
eprint = {2302.02628},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-02628.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-13053,
author = {Aashish Kolluri and
Sarthak Choudhary and
Bryan Hooi and
Prateek Saxena},
title = {{RETEXO:} Scalable Neural Network Training over Distributed Graphs},
journal = {CoRR},
volume = {abs/2302.13053},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.13053},
doi = {10.48550/ARXIV.2302.13053},
eprinttype = {arXiv},
eprint = {2302.13053},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-13053.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-08640,
author = {Baixiang Huang and
Bryan Hooi and
Kai Shu},
title = {{TAP:} {A} Comprehensive Data Repository for Traffic Accident Prediction
in Road Networks},
journal = {CoRR},
volume = {abs/2304.08640},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.08640},
doi = {10.48550/ARXIV.2304.08640},
eprinttype = {arXiv},
eprint = {2304.08640},
timestamp = {Fri, 21 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-08640.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-01481,
author = {Ailin Deng and
Miao Xiong and
Bryan Hooi},
title = {Great Models Think Alike: Improving Model Reliability via Inter-Model
Latent Agreement},
journal = {CoRR},
volume = {abs/2305.01481},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.01481},
doi = {10.48550/ARXIV.2305.01481},
eprinttype = {arXiv},
eprint = {2305.01481},
timestamp = {Fri, 05 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-01481.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-06102,
author = {Mingqi Yang and
Wenjie Feng and
Yanming Shen and
Bryan Hooi},
title = {Towards Better Graph Representation Learning with Parameterized Decomposition
{\&} Filtering},
journal = {CoRR},
volume = {abs/2305.06102},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.06102},
doi = {10.48550/ARXIV.2305.06102},
eprinttype = {arXiv},
eprint = {2305.06102},
timestamp = {Tue, 16 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-06102.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-13551,
author = {Yiwei Wang and
Bryan Hooi and
Fei Wang and
Yujun Cai and
Yuxuan Liang and
Wenxuan Zhou and
Jing Tang and
Manjuan Duan and
Muhao Chen},
title = {How Fragile is Relation Extraction under Entity Replacements?},
journal = {CoRR},
volume = {abs/2305.13551},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.13551},
doi = {10.48550/ARXIV.2305.13551},
eprinttype = {arXiv},
eprint = {2305.13551},
timestamp = {Tue, 06 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-13551.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-13617,
author = {Shumin Deng and
Shengyu Mao and
Ningyu Zhang and
Bryan Hooi},
title = {{SPEECH:} Structured Prediction with Energy-Based Event-Centric Hyperspheres},
journal = {CoRR},
volume = {abs/2305.13617},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.13617},
doi = {10.48550/ARXIV.2305.13617},
eprinttype = {arXiv},
eprint = {2305.13617},
timestamp = {Mon, 05 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-13617.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-19523,
author = {Xiaoxin He and
Xavier Bresson and
Thomas Laurent and
Bryan Hooi},
title = {Explanations as Features: LLM-Based Features for Text-Attributed Graphs},
journal = {CoRR},
volume = {abs/2305.19523},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.19523},
doi = {10.48550/ARXIV.2305.19523},
eprinttype = {arXiv},
eprint = {2305.19523},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-19523.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-00015,
author = {Yuwen Li and
Miao Xiong and
Bryan Hooi},
title = {GraphCleaner: Detecting Mislabelled Samples in Popular Graph Learning
Benchmarks},
journal = {CoRR},
volume = {abs/2306.00015},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.00015},
doi = {10.48550/ARXIV.2306.00015},
eprinttype = {arXiv},
eprint = {2306.00015},
timestamp = {Mon, 12 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-00015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-04590,
author = {Miao Xiong and
Ailin Deng and
Pang Wei Koh and
Jiaying Wu and
Shen Li and
Jianqing Xu and
Bryan Hooi},
title = {Proximity-Informed Calibration for Deep Neural Networks},
journal = {CoRR},
volume = {abs/2306.04590},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.04590},
doi = {10.48550/ARXIV.2306.04590},
eprinttype = {arXiv},
eprint = {2306.04590},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-04590.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-08259,
author = {Xu Liu and
Yutong Xia and
Yuxuan Liang and
Junfeng Hu and
Yiwei Wang and
Lei Bai and
Chao Huang and
Zhenguang Liu and
Bryan Hooi and
Roger Zimmermann},
title = {LargeST: {A} Benchmark Dataset for Large-Scale Traffic Forecasting},
journal = {CoRR},
volume = {abs/2306.08259},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.08259},
doi = {10.48550/ARXIV.2306.08259},
eprinttype = {arXiv},
eprint = {2306.08259},
timestamp = {Thu, 29 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-08259.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-08456,
author = {Zhiyuan Hu and
Chumin Liu and
Yue Feng and
Bryan Hooi},
title = {PoetryDiffusion: Towards Joint Semantic and Metrical Manipulation
in Poetry Generation},
journal = {CoRR},
volume = {abs/2306.08456},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.08456},
doi = {10.48550/ARXIV.2306.08456},
eprinttype = {arXiv},
eprint = {2306.08456},
timestamp = {Sun, 18 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-08456.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-09821,
author = {Zhiyuan Hu and
Yue Feng and
Anh Tuan Luu and
Bryan Hooi and
Aldo Lipani},
title = {Unlocking the Potential of User Feedback: Leveraging Large Language
Model as User Simulator to Enhance Dialogue System},
journal = {CoRR},
volume = {abs/2306.09821},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.09821},
doi = {10.48550/ARXIV.2306.09821},
eprinttype = {arXiv},
eprint = {2306.09821},
timestamp = {Thu, 22 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-09821.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-13063,
author = {Miao Xiong and
Zhiyuan Hu and
Xinyang Lu and
Yifei Li and
Jie Fu and
Junxian He and
Bryan Hooi},
title = {Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence
Elicitation in LLMs},
journal = {CoRR},
volume = {abs/2306.13063},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.13063},
doi = {10.48550/ARXIV.2306.13063},
eprinttype = {arXiv},
eprint = {2306.13063},
timestamp = {Tue, 27 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-13063.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-00077,
author = {Jiaying Wu and
Bryan Hooi},
title = {{DECOR:} Degree-Corrected Social Graph Refinement for Fake News Detection},
journal = {CoRR},
volume = {abs/2307.00077},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.00077},
doi = {10.48550/ARXIV.2307.00077},
eprinttype = {arXiv},
eprint = {2307.00077},
timestamp = {Mon, 10 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-00077.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-11572,
author = {Yuexin Li and
Bryan Hooi},
title = {Prompt-Based Zero- and Few-Shot Node Classification: {A} Multimodal
Approach},
journal = {CoRR},
volume = {abs/2307.11572},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.11572},
doi = {10.48550/ARXIV.2307.11572},
eprinttype = {arXiv},
eprint = {2307.11572},
timestamp = {Wed, 26 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-11572.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-13821,
author = {Zemin Liu and
Yuan Li and
Nan Chen and
Qian Wang and
Bryan Hooi and
Bingsheng He},
title = {A Survey of Imbalanced Learning on Graphs: Problems, Techniques, and
Future Directions},
journal = {CoRR},
volume = {abs/2308.13821},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.13821},
doi = {10.48550/ARXIV.2308.13821},
eprinttype = {arXiv},
eprint = {2308.13821},
timestamp = {Fri, 01 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-13821.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-08949,
author = {Zhiyuan Hu and
Yue Feng and
Yang Deng and
Zekun Li and
See{-}Kiong Ng and
Anh Tuan Luu and
Bryan Hooi},
title = {Enhancing Large Language Model Induced Task-Oriented Dialogue Systems
Through Look-Forward Motivated Goals},
journal = {CoRR},
volume = {abs/2309.08949},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.08949},
doi = {10.48550/ARXIV.2309.08949},
eprinttype = {arXiv},
eprint = {2309.08949},
timestamp = {Thu, 28 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-08949.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-16424,
author = {Jiaying Wu and
Shen Li and
Ailin Deng and
Miao Xiong and
Bryan Hooi},
title = {Prompt-and-Align: Prompt-Based Social Alignment for Few-Shot Fake
News Detection},
journal = {CoRR},
volume = {abs/2309.16424},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.16424},
doi = {10.48550/ARXIV.2309.16424},
eprinttype = {arXiv},
eprint = {2309.16424},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-16424.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-02124,
author = {Jintian Zhang and
Xin Xu and
Ningyu Zhang and
Ruibo Liu and
Bryan Hooi and
Shumin Deng},
title = {Exploring Collaboration Mechanisms for {LLM} Agents: {A} Social Psychology
View},
journal = {CoRR},
volume = {abs/2310.02124},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.02124},
doi = {10.48550/ARXIV.2310.02124},
eprinttype = {arXiv},
eprint = {2310.02124},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-02124.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-07478,
author = {Minji Yoon and
Jing Yu Koh and
Bryan Hooi and
Ruslan Salakhutdinov},
title = {Multimodal Graph Learning for Generative Tasks},
journal = {CoRR},
volume = {abs/2310.07478},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.07478},
doi = {10.48550/ARXIV.2310.07478},
eprinttype = {arXiv},
eprint = {2310.07478},
timestamp = {Tue, 24 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-07478.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-09751,
author = {Xu Liu and
Junfeng Hu and
Yuan Li and
Shizhe Diao and
Yuxuan Liang and
Bryan Hooi and
Roger Zimmermann},
title = {UniTime: {A} Language-Empowered Unified Model for Cross-Domain Time
Series Forecasting},
journal = {CoRR},
volume = {abs/2310.09751},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.09751},
doi = {10.48550/ARXIV.2310.09751},
eprinttype = {arXiv},
eprint = {2310.09751},
timestamp = {Wed, 25 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-09751.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-10830,
author = {Jiaying Wu and
Bryan Hooi},
title = {Fake News in Sheep's Clothing: Robust Fake News Detection Against
LLM-Empowered Style Attacks},
journal = {CoRR},
volume = {abs/2310.10830},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.10830},
doi = {10.48550/ARXIV.2310.10830},
eprinttype = {arXiv},
eprint = {2310.10830},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-10830.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-13206,
author = {Yiwei Wang and
Yujun Cai and
Muhao Chen and
Yuxuan Liang and
Bryan Hooi},
title = {Primacy Effect of ChatGPT},
journal = {CoRR},
volume = {abs/2310.13206},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.13206},
doi = {10.48550/ARXIV.2310.13206},
eprinttype = {arXiv},
eprint = {2310.13206},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-13206.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-14481,
author = {Jun Hu and
Bryan Hooi and
Bingsheng He},
title = {Efficient Heterogeneous Graph Learning via Random Projection},
journal = {CoRR},
volume = {abs/2310.14481},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.14481},
doi = {10.48550/ARXIV.2310.14481},
eprinttype = {arXiv},
eprint = {2310.14481},
timestamp = {Mon, 30 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-14481.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-09101,
author = {Shumin Deng and
Ningyu Zhang and
Nay Oo and
Bryan Hooi},
title = {Towards {A} Unified View of Answer Calibration for Multi-Step Reasoning},
journal = {CoRR},
volume = {abs/2311.09101},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.09101},
doi = {10.48550/ARXIV.2311.09101},
eprinttype = {arXiv},
eprint = {2311.09101},
timestamp = {Tue, 21 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-09101.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-18158,
author = {Yifan Zhang and
Bryan Hooi},
title = {HiPA: Enabling One-Step Text-to-Image Diffusion Models via High-Frequency-Promoting
Adaptation},
journal = {CoRR},
volume = {abs/2311.18158},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.18158},
doi = {10.48550/ARXIV.2311.18158},
eprinttype = {arXiv},
eprint = {2311.18158},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-18158.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/YoonGHF22,
author = {Minji Yoon and
Th{\'{e}}ophile Gervet and
Bryan Hooi and
Christos Faloutsos},
title = {Autonomous graph mining algorithm search with best performance trade-off},
journal = {Knowl. Inf. Syst.},
volume = {64},
number = {6},
pages = {1571--1602},
year = {2022},
url = {https://doi.org/10.1007/s10115-022-01683-8},
doi = {10.1007/S10115-022-01683-8},
timestamp = {Tue, 28 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/YoonGHF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/JiangLHHCK22,
author = {Jiaxin Jiang and
Yuan Li and
Bingsheng He and
Bryan Hooi and
Jia Chen and
Johan Kok Zhi Kang},
title = {Spade: {A} Real-Time Fraud Detection Framework on Evolving Graphs},
journal = {Proc. {VLDB} Endow.},
volume = {16},
number = {3},
pages = {461--469},
year = {2022},
url = {https://www.vldb.org/pvldb/vol16/p461-jiang.pdf},
doi = {10.14778/3570690.3570696},
timestamp = {Mon, 23 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/JiangLHHCK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/BhatiaLHYSF22,
author = {Siddharth Bhatia and
Rui Liu and
Bryan Hooi and
Minji Yoon and
Kijung Shin and
Christos Faloutsos},
title = {Real-Time Anomaly Detection in Edge Streams},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {16},
number = {4},
pages = {75:1--75:22},
year = {2022},
url = {https://doi.org/10.1145/3494564},
doi = {10.1145/3494564},
timestamp = {Tue, 08 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/BhatiaLHYSF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/XiongLFDZH22,
author = {Miao Xiong and
Shen Li and
Wenjie Feng and
Ailin Deng and
Jihai Zhang and
Bryan Hooi},
title = {Birds of a Feather Trust Together: Knowing When to Trust a Classifier
via Adaptive Neighborhood Aggregation},
journal = {Trans. Mach. Learn. Res.},
volume = {2022},
year = {2022},
url = {https://openreview.net/forum?id=p5V8P2J61u},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmlr/XiongLFDZH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GoodgeHNN22,
author = {Adam Goodge and
Bryan Hooi and
See{-}Kiong Ng and
Wee Siong Ng},
title = {{LUNAR:} Unifying Local Outlier Detection Methods via Graph Neural
Networks},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {6737--6745},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i6.20629},
doi = {10.1609/AAAI.V36I6.20629},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GoodgeHNN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/KolluriBHS22,
author = {Aashish Kolluri and
Teodora Baluta and
Bryan Hooi and
Prateek Saxena},
editor = {Heng Yin and
Angelos Stavrou and
Cas Cremers and
Elaine Shi},
title = {LPGNet: Link Private Graph Networks for Node Classification},
booktitle = {Proceedings of the 2022 {ACM} {SIGSAC} Conference on Computer and
Communications Security, {CCS} 2022, Los Angeles, CA, USA, November
7-11, 2022},
pages = {1813--1827},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3548606.3560705},
doi = {10.1145/3548606.3560705},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/KolluriBHS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/DengLXCH22,
author = {Ailin Deng and
Shen Li and
Miao Xiong and
Zhirui Chen and
Bryan Hooi},
editor = {Shai Avidan and
Gabriel J. Brostow and
Moustapha Ciss{\'{e}} and
Giovanni Maria Farinella and
Tal Hassner},
title = {Trust, but Verify: Using Self-supervised Probing to Improve Trustworthiness},
booktitle = {Computer Vision - {ECCV} 2022 - 17th European Conference, Tel Aviv,
Israel, October 23-27, 2022, Proceedings, Part {XIII}},
series = {Lecture Notes in Computer Science},
volume = {13673},
pages = {361--377},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-19778-9\_21},
doi = {10.1007/978-3-031-19778-9\_21},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eccv/DengLXCH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/0014LH0HZ22,
author = {Xu Liu and
Yuxuan Liang and
Chao Huang and
Yu Zheng and
Bryan Hooi and
Roger Zimmermann},
editor = {Matthias Renz and
Mohamed Sarwat},
title = {When do contrastive learning signals help spatio-temporal graph forecasting?},
booktitle = {Proceedings of the 30th International Conference on Advances in Geographic
Information Systems, {SIGSPATIAL} 2022, Seattle, Washington, November
1-4, 2022},
pages = {5:1--5:12},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3557915.3560939},
doi = {10.1145/3557915.3560939},
timestamp = {Mon, 30 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/0014LH0HZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangKZHFM22,
author = {Kaixin Wang and
Navdeep Kumar and
Kuangqi Zhou and
Bryan Hooi and
Jiashi Feng and
Shie Mannor},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {The Geometry of Robust Value Functions},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {22727--22751},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/wang22k.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangKZHFM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/DengGAH22,
author = {Ailin Deng and
Adam Goodge and
Lang Yi Ang and
Bryan Hooi},
editor = {Luc De Raedt},
title = {{CADET:} Calibrated Anomaly Detection for Mitigating Hardness Bias},
booktitle = {Proceedings of the Thirty-First International Joint Conference on
Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July
2022},
pages = {2002--2008},
publisher = {ijcai.org},
year = {2022},
url = {https://doi.org/10.24963/ijcai.2022/278},
doi = {10.24963/IJCAI.2022/278},
timestamp = {Wed, 27 Jul 2022 16:43:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/DengGAH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LiH22,
author = {Shen Li and
Bryan Hooi},
editor = {Luc De Raedt},
title = {Neural {PCA} for Flow-Based Representation Learning},
booktitle = {Proceedings of the Thirty-First International Joint Conference on
Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July
2022},
pages = {3229--3235},
publisher = {ijcai.org},
year = {2022},
url = {https://doi.org/10.24963/ijcai.2022/448},
doi = {10.24963/IJCAI.2022/448},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/LiH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/WangCLDWH22,
author = {Yiwei Wang and
Yujun Cai and
Yuxuan Liang and
Henghui Ding and
Changhu Wang and
Bryan Hooi},
title = {Time-Aware Neighbor Sampling on Temporal Graphs},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2022, Padua,
Italy, July 18-23, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IJCNN55064.2022.9892942},
doi = {10.1109/IJCNN55064.2022.9892942},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/WangCLDWH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/WangHL0GS22,
author = {Yiwei Wang and
Bryan Hooi and
Yozen Liu and
Tong Zhao and
Zhichun Guo and
Neil Shah},
editor = {Bastian Rieck and
Razvan Pascanu},
title = {Flashlight: Scalable Link Prediction With Effective Decoders},
booktitle = {Learning on Graphs Conference, LoG 2022, 9-12 December 2022, Virtual
Event},
series = {Proceedings of Machine Learning Research},
volume = {198},
pages = {14},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v198/wang22a.html},
timestamp = {Thu, 20 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/log/WangHL0GS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/ZhouWTFHZXW22,
author = {Kuangqi Zhou and
Kaixin Wang and
Jian Tang and
Jiashi Feng and
Bryan Hooi and
Peilin Zhao and
Tingyang Xu and
Xinchao Wang},
editor = {Bastian Rieck and
Razvan Pascanu},
title = {Jointly Modelling Uncertainty and Diversity for Active Molecular Property
Prediction},
booktitle = {Learning on Graphs Conference, LoG 2022, 9-12 December 2022, Virtual
Event},
series = {Proceedings of Machine Learning Research},
volume = {198},
pages = {29},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v198/zhou22b.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/log/ZhouWTFHZXW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/LiuSHWLYXC22,
author = {Juncheng Liu and
Zequn Sun and
Bryan Hooi and
Yiwei Wang and
Dayiheng Liu and
Baosong Yang and
Xiaokui Xiao and
Muhao Chen},
editor = {Marine Carpuat and
Marie{-}Catherine de Marneffe and
Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
title = {Dangling-Aware Entity Alignment with Mixed High-Order Proximities},
booktitle = {Findings of the Association for Computational Linguistics: {NAACL}
2022, Seattle, WA, United States, July 10-15, 2022},
pages = {1172--1184},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-naacl.88},
doi = {10.18653/V1/2022.FINDINGS-NAACL.88},
timestamp = {Thu, 29 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/naacl/LiuSHWLYXC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/WangCZCLH22,
author = {Yiwei Wang and
Muhao Chen and
Wenxuan Zhou and
Yujun Cai and
Yuxuan Liang and
Bryan Hooi},
editor = {Marine Carpuat and
Marie{-}Catherine de Marneffe and
Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
title = {GraphCache: Message Passing as Caching for Sentence-Level Relation
Extraction},
booktitle = {Findings of the Association for Computational Linguistics: {NAACL}
2022, Seattle, WA, United States, July 10-15, 2022},
pages = {1698--1708},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-naacl.128},
doi = {10.18653/V1/2022.FINDINGS-NAACL.128},
timestamp = {Sun, 29 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/naacl/WangCZCLH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/WangCZCLLYLH22,
author = {Yiwei Wang and
Muhao Chen and
Wenxuan Zhou and
Yujun Cai and
Yuxuan Liang and
Dayiheng Liu and
Baosong Yang and
Juncheng Liu and
Bryan Hooi},
editor = {Marine Carpuat and
Marie{-}Catherine de Marneffe and
Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
title = {Should We Rely on Entity Mentions for Relation Extraction? Debiasing
Relation Extraction with Counterfactual Analysis},
booktitle = {Proceedings of the 2022 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL} 2022, Seattle, WA, United States, July 10-15, 2022},
pages = {3071--3081},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.naacl-main.224},
doi = {10.18653/V1/2022.NAACL-MAIN.224},
timestamp = {Sun, 29 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/naacl/WangCZCLLYLH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiuHKX22,
author = {Juncheng Liu and
Bryan Hooi and
Kenji Kawaguchi and
Xiaokui Xiao},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {{MGNNI:} Multiscale Graph Neural Networks with Implicit Layers},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/86485259bbe57852dc93477b1deb1f2b-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiuHKX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangHHF22,
author = {Yifan Zhang and
Bryan Hooi and
Lanqing Hong and
Jiashi Feng},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Self-Supervised Aggregation of Diverse Experts for Test-Agnostic Long-Tailed
Recognition},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/dc6319dde4fb182b22fb902da9418566-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhangHHF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiuWHYX22,
author = {Juncheng Liu and
Yiwei Wang and
Bryan Hooi and
Renchi Yang and
Xiaokui Xiao},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {{LSCALE:} Latent Space Clustering-Based Active Learning for Node Classification},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13713},
pages = {55--70},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26387-3\_4},
doi = {10.1007/978-3-031-26387-3\_4},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LiuWHYX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GoodgeHNN22,
author = {Adam Goodge and
Bryan Hooi and
See{-}Kiong Ng and
Wee Siong Ng},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {{ARES:} Locally Adaptive Reconstruction-Based Anomaly Scoring},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13713},
pages = {193--208},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26387-3\_12},
doi = {10.1007/978-3-031-26387-3\_12},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/GoodgeHNN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WuH22,
author = {Jiaying Wu and
Bryan Hooi},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Probing Spurious Correlations in Popular Event-Based Rumor Detection
Benchmarks},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
pages = {274--290},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26390-3\_17},
doi = {10.1007/978-3-031-26390-3\_17},
timestamp = {Sat, 19 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/WuH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/LimHNGWT22,
author = {Nicholas Lim and
Bryan Hooi and
See{-}Kiong Ng and
Yong Liang Goh and
Renrong Weng and
Rui Tan},
editor = {Enrique Amig{\'{o}} and
Pablo Castells and
Julio Gonzalo and
Ben Carterette and
J. Shane Culpepper and
Gabriella Kazai},
title = {Hierarchical Multi-Task Graph Recurrent Network for Next {POI} Recommendation},
booktitle = {{SIGIR} '22: The 45th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, Madrid, Spain, July 11 -
15, 2022},
pages = {1133--1143},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3477495.3531989},
doi = {10.1145/3477495.3531989},
timestamp = {Fri, 12 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigir/LimHNGWT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/SunFLX0HWC22,
author = {Xiaobing Sun and
Wenjie Feng and
Shenghua Liu and
Yuyang Xie and
Siddharth Bhatia and
Bryan Hooi and
Wenhan Wang and
Xueqi Cheng},
editor = {K. Selcuk Candan and
Huan Liu and
Leman Akoglu and
Xin Luna Dong and
Jiliang Tang},
title = {MonLAD: Money Laundering Agents Detection in Transaction Streams},
booktitle = {{WSDM} '22: The Fifteenth {ACM} International Conference on Web Search
and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25,
2022},
pages = {976--986},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3488560.3498418},
doi = {10.1145/3488560.3498418},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/SunFLX0HWC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/0001JSKH22,
author = {Siddharth Bhatia and
Arjit Jain and
Shivin Srivastava and
Kenji Kawaguchi and
Bryan Hooi},
editor = {Fr{\'{e}}d{\'{e}}rique Laforest and
Rapha{\"{e}}l Troncy and
Elena Simperl and
Deepak Agarwal and
Aristides Gionis and
Ivan Herman and
Lionel M{\'{e}}dini},
title = {MemStream: Memory-Based Streaming Anomaly Detection},
booktitle = {{WWW} '22: The {ACM} Web Conference 2022, Virtual Event, Lyon, France,
April 25 - 29, 2022},
pages = {610--621},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3485447.3512221},
doi = {10.1145/3485447.3512221},
timestamp = {Thu, 23 Jun 2022 19:54:34 +0200},
biburl = {https://dblp.org/rec/conf/www/0001JSKH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-10051,
author = {Xiaobing Sun and
Wenjie Feng and
Shenghua Liu and
Yuyang Xie and
Siddharth Bhatia and
Bryan Hooi and
Wenhan Wang and
Xueqi Cheng},
title = {MonLAD: Money Laundering Agents Detection in Transaction Streams},
journal = {CoRR},
volume = {abs/2201.10051},
year = {2022},
url = {https://arxiv.org/abs/2201.10051},
eprinttype = {arXiv},
eprint = {2201.10051},
timestamp = {Mon, 15 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-10051.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-12929,
author = {Kaixin Wang and
Navdeep Kumar and
Kuangqi Zhou and
Bryan Hooi and
Jiashi Feng and
Shie Mannor},
title = {The Geometry of Robust Value Functions},
journal = {CoRR},
volume = {abs/2201.12929},
year = {2022},
url = {https://arxiv.org/abs/2201.12929},
eprinttype = {arXiv},
eprint = {2201.12929},
timestamp = {Wed, 02 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-12929.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-10720,
author = {Juncheng Liu and
Kenji Kawaguchi and
Bryan Hooi and
Yiwei Wang and
Xiaokui Xiao},
title = {{EIGNN:} Efficient Infinite-Depth Graph Neural Networks},
journal = {CoRR},
volume = {abs/2202.10720},
year = {2022},
url = {https://arxiv.org/abs/2202.10720},
eprinttype = {arXiv},
eprint = {2202.10720},
timestamp = {Wed, 06 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-10720.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-02406,
author = {Juncheng Liu and
Zequn Sun and
Bryan Hooi and
Yiwei Wang and
Dayiheng Liu and
Baosong Yang and
Xiaokui Xiao and
Muhao Chen},
title = {Dangling-Aware Entity Alignment with Mixed High-Order Proximities},
journal = {CoRR},
volume = {abs/2205.02406},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.02406},
doi = {10.48550/ARXIV.2205.02406},
eprinttype = {arXiv},
eprint = {2205.02406},
timestamp = {Wed, 11 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-02406.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-03105,
author = {Aashish Kolluri and
Teodora Baluta and
Bryan Hooi and
Prateek Saxena},
title = {LPGNet: Link Private Graph Networks for Node Classification},
journal = {CoRR},
volume = {abs/2205.03105},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.03105},
doi = {10.48550/ARXIV.2205.03105},
eprinttype = {arXiv},
eprint = {2205.03105},
timestamp = {Wed, 11 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-03105.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-03784,
author = {Yiwei Wang and
Muhao Chen and
Wenxuan Zhou and
Yujun Cai and
Yuxuan Liang and
Dayiheng Liu and
Baosong Yang and
Juncheng Liu and
Bryan Hooi},
title = {Should We Rely on Entity Mentions for Relation Extraction? Debiasing
Relation Extraction with Counterfactual Analysis},
journal = {CoRR},
volume = {abs/2205.03784},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.03784},
doi = {10.48550/ARXIV.2205.03784},
eprinttype = {arXiv},
eprint = {2205.03784},
timestamp = {Thu, 12 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-03784.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-03786,
author = {Yiwei Wang and
Muhao Chen and
Wenxuan Zhou and
Yujun Cai and
Yuxuan Liang and
Bryan Hooi},
title = {{GRAPHCACHE:} Message Passing as Caching for Sentence-Level Relation
Extraction},
journal = {CoRR},
volume = {abs/2205.03786},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.03786},
doi = {10.48550/ARXIV.2205.03786},
eprinttype = {arXiv},
eprint = {2205.03786},
timestamp = {Sun, 29 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-03786.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-07604,
author = {Adam Goodge and
Bryan Hooi and
See{-}Kiong Ng and
Wee Siong Ng},
title = {{ARES:} Locally Adaptive Reconstruction-based Anomaly Scoring},
journal = {CoRR},
volume = {abs/2206.07604},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.07604},
doi = {10.48550/ARXIV.2206.07604},
eprinttype = {arXiv},
eprint = {2206.07604},
timestamp = {Tue, 21 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-07604.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-10753,
author = {Shen Li and
Bryan Hooi},
title = {Neural {PCA} for Flow-Based Representation Learning},
journal = {CoRR},
volume = {abs/2208.10753},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.10753},
doi = {10.48550/ARXIV.2208.10753},
eprinttype = {arXiv},
eprint = {2208.10753},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-10753.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-08799,
author = {Jiaying Wu and
Bryan Hooi},
title = {Probing Spurious Correlations in Popular Event-Based Rumor Detection
Benchmarks},
journal = {CoRR},
volume = {abs/2209.08799},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.08799},
doi = {10.48550/ARXIV.2209.08799},
eprinttype = {arXiv},
eprint = {2209.08799},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-08799.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-10100,
author = {Yiwei Wang and
Bryan Hooi and
Yozen Liu and
Tong Zhao and
Zhichun Guo and
Neil Shah},
title = {Flashlight: Scalable Link Prediction with Effective Decoders},
journal = {CoRR},
volume = {abs/2209.10100},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.10100},
doi = {10.48550/ARXIV.2209.10100},
eprinttype = {arXiv},
eprint = {2209.10100},
timestamp = {Thu, 20 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-10100.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-12162,
author = {Nicholas Lim and
Bryan Hooi and
See{-}Kiong Ng and
Yong Liang Goh},
title = {Joint Triplet Loss Learning for Next New {POI} Recommendation},
journal = {CoRR},
volume = {abs/2209.12162},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.12162},
doi = {10.48550/ARXIV.2209.12162},
eprinttype = {arXiv},
eprint = {2209.12162},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-12162.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-15214,
author = {Shumin Deng and
Chengming Wang and
Zhoubo Li and
Ningyu Zhang and
Zelin Dai and
Hehong Chen and
Feiyu Xiong and
Ming Yan and
Qiang Chen and
Mosha Chen and
Jiaoyan Chen and
Jeff Z. Pan and
Bryan Hooi and
Huajun Chen},
title = {Construction and Applications of Billion-Scale Pre-trained Multimodal
Business Knowledge Graph},
journal = {CoRR},
volume = {abs/2209.15214},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.15214},
doi = {10.48550/ARXIV.2209.15214},
eprinttype = {arXiv},
eprint = {2209.15214},
timestamp = {Tue, 27 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-15214.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-08353,
author = {Juncheng Liu and
Bryan Hooi and
Kenji Kawaguchi and
Xiaokui Xiao},
title = {{MGNNI:} Multiscale Graph Neural Networks with Implicit Layers},
journal = {CoRR},
volume = {abs/2210.08353},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.08353},
doi = {10.48550/ARXIV.2210.08353},
eprinttype = {arXiv},
eprint = {2210.08353},
timestamp = {Wed, 19 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-08353.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-13153,
author = {Kaixin Wang and
Kuangqi Zhou and
Jiashi Feng and
Bryan Hooi and
Xinchao Wang},
title = {Reachability-Aware Laplacian Representation in Reinforcement Learning},
journal = {CoRR},
volume = {abs/2210.13153},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.13153},
doi = {10.48550/ARXIV.2210.13153},
eprinttype = {arXiv},
eprint = {2210.13153},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-13153.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-06977,
author = {Jiaxin Jiang and
Yuan Li and
Bingsheng He and
Bryan Hooi and
Jia Chen and
Johan Kok Zhi Kang},
title = {Spade: {A} Real-Time Fraud Detection Framework on Evolving Graphs
(Complete Version)},
journal = {CoRR},
volume = {abs/2211.06977},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.06977},
doi = {10.48550/ARXIV.2211.06977},
eprinttype = {arXiv},
eprint = {2211.06977},
timestamp = {Tue, 15 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-06977.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-13976,
author = {Yifan Zhang and
Daquan Zhou and
Bryan Hooi and
Kai Wang and
Jiashi Feng},
title = {Expanding Small-Scale Datasets with Guided Imagination},
journal = {CoRR},
volume = {abs/2211.13976},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.13976},
doi = {10.48550/ARXIV.2211.13976},
eprinttype = {arXiv},
eprint = {2211.13976},
timestamp = {Tue, 29 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-13976.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-16466,
author = {Miao Xiong and
Shen Li and
Wenjie Feng and
Ailin Deng and
Jihai Zhang and
Bryan Hooi},
title = {Birds of a Feather Trust Together: Knowing When to Trust a Classifier
via Adaptive Neighborhood Aggregation},
journal = {CoRR},
volume = {abs/2211.16466},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.16466},
doi = {10.48550/ARXIV.2211.16466},
eprinttype = {arXiv},
eprint = {2211.16466},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-16466.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-13350,
author = {Xiaoxin He and
Bryan Hooi and
Thomas Laurent and
Adam Perold and
Yann LeCun and
Xavier Bresson},
title = {A Generalization of ViT/MLP-Mixer to Graphs},
journal = {CoRR},
volume = {abs/2212.13350},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.13350},
doi = {10.48550/ARXIV.2212.13350},
eprinttype = {arXiv},
eprint = {2212.13350},
timestamp = {Wed, 04 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-13350.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/FengLFHSC21,
author = {Wenjie Feng and
Shenghua Liu and
Christos Faloutsos and
Bryan Hooi and
Huawei Shen and
Xueqi Cheng},
title = {EagleMine: Vision-guided Micro-clusters recognition and collective
anomaly detection},
journal = {Future Gener. Comput. Syst.},
volume = {115},
pages = {236--250},
year = {2021},
url = {https://doi.org/10.1016/j.future.2020.08.033},
doi = {10.1016/J.FUTURE.2020.08.033},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fgcs/FengLFHSC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/DengH21,
author = {Ailin Deng and
Bryan Hooi},
title = {Graph Neural Network-Based Anomaly Detection in Multivariate Time
Series},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {4027--4035},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i5.16523},
doi = {10.1609/AAAI.V35I5.16523},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/DengH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/0001JH21,
author = {Siddharth Bhatia and
Arjit Jain and
Bryan Hooi},
title = {ExGAN: Adversarial Generation of Extreme Samples},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {6750--6758},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i8.16834},
doi = {10.1609/AAAI.V35I8.16834},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/0001JH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhouDWLHXF21,
author = {Kuangqi Zhou and
Yanfei Dong and
Kaixin Wang and
Wee Sun Lee and
Bryan Hooi and
Huan Xu and
Jiashi Feng},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {Understanding and Resolving Performance Degradation in Deep Graph
Convolutional Networks},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {2728--2737},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3482488},
doi = {10.1145/3459637.3482488},
timestamp = {Tue, 12 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/ZhouDWLHXF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cinc/RenXH21,
author = {Hansheng Ren and
Miao Xiong and
Bryan Hooi},
title = {Robust and Task-Aware Training of Deep Residual Networks for Varying-Lead
{ECG} Classification},
booktitle = {Computing in Cardiology, CinC 2021, Brno, Czech Republic, September
13-15, 2021},
pages = {1--4},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.23919/CinC53138.2021.9662739},
doi = {10.23919/CINC53138.2021.9662739},
timestamp = {Tue, 18 Jan 2022 09:45:52 +0100},
biburl = {https://dblp.org/rec/conf/cinc/RenXH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LiXXSLH21,
author = {Shen Li and
Jianqing Xu and
Xiaqing Xu and
Pengcheng Shen and
Shaoxin Li and
Bryan Hooi},
title = {Spherical Confidence Learning for Face Recognition},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2021, virtual, June 19-25, 2021},
pages = {15629--15637},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2021},
url = {https://openaccess.thecvf.com/content/CVPR2021/html/Li\_Spherical\_Confidence\_Learning\_for\_Face\_Recognition\_CVPR\_2021\_paper.html},
doi = {10.1109/CVPR46437.2021.01537},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/LiXXSLH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangZZSHF21,
author = {Kaixin Wang and
Kuangqi Zhou and
Qixin Zhang and
Jie Shao and
Bryan Hooi and
Jiashi Feng},
editor = {Marina Meila and
Tong Zhang},
title = {Towards Better Laplacian Representation in Reinforcement Learning
with Generalized Graph Drawing},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {11003--11012},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/wang21ae.html},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WangZZSHF21.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 16:18:31 +0200},
biburl = {https://dblp.org/rec/conf/kdd/0001HACJG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangCLDWBH21,
author = {Yiwei Wang and
Yujun Cai and
Yuxuan Liang and
Henghui Ding and
Changhu Wang and
Siddharth Bhatia and
Bryan Hooi},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Adaptive Data Augmentation on Temporal Graphs},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {1440--1452},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/0b0b0994d12ad343511adfbfc364256e-Abstract.html},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WangCLDWBH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KawabataBLWH21,
author = {Koki Kawabata and
Siddharth Bhatia and
Rui Liu and
Mohit Wadhwa and
Bryan Hooi},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {{SSMF:} Shifting Seasonal Matrix Factorization},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {3863--3873},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/1fb2a1c37b18aa4611c3949d6148d0f8-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/KawabataBLWH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiuKHWX21,
author = {Juncheng Liu and
Kenji Kawaguchi and
Bryan Hooi and
Yiwei Wang and
Xiaokui Xiao},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {{EIGNN:} Efficient Infinite-Depth Graph Neural Networks},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {18762--18773},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/9bd5ee6fe55aaeb673025dbcb8f939c1-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LiuKHWX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangHHLF21,
author = {Yifan Zhang and
Bryan Hooi and
Dapeng Hu and
Jian Liang and
Jiashi Feng},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Unleashing the Power of Contrastive Self-Supervised Visual Models
via Contrast-Regularized Fine-Tuning},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {29848--29860},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/fa14d4fe2f19414de3ebd9f63d5c0169-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZhangHHLF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BhatiaWHC21,
author = {Siddharth Bhatia and
Yiwei Wang and
Bryan Hooi and
Tanmoy Chakraborty},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {GraphAnoGAN: Detecting Anomalous Snapshots from Attributed Graphs},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {36--51},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_3},
doi = {10.1007/978-3-030-86520-7\_3},
timestamp = {Wed, 28 Jun 2023 16:19:42 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BhatiaWHC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/SunCHH21,
author = {Shixuan Sun and
Yuhang Chen and
Bingsheng He and
Bryan Hooi},
editor = {Guoliang Li and
Zhanhuai Li and
Stratos Idreos and
Divesh Srivastava},
title = {PathEnum: Towards Real-Time Hop-Constrained s-t Path Enumeration},
booktitle = {{SIGMOD} '21: International Conference on Management of Data, Virtual
Event, China, June 20-25, 2021},
pages = {1758--1770},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3448016.3457290},
doi = {10.1145/3448016.3457290},
timestamp = {Mon, 21 Jun 2021 11:48:16 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/SunCHH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/LimHNWGWT21,
author = {Nicholas Lim and
Bryan Hooi and
See{-}Kiong Ng and
Xueou Wang and
Yong Liang Goh and
Renrong Weng and
Rui Tan},
editor = {Liane Lewin{-}Eytan and
David Carmel and
Elad Yom{-}Tov and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {Origin-Aware Next Destination Recommendation with Personalized Preference
Attention},
booktitle = {{WSDM} '21, The Fourteenth {ACM} International Conference on Web Search
and Data Mining, Virtual Event, Israel, March 8-12, 2021},
pages = {382--390},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3437963.3441797},
doi = {10.1145/3437963.3441797},
timestamp = {Fri, 12 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/LimHNWGWT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/Wang0LCH21,
author = {Yiwei Wang and
Wei Wang and
Yuxuan Liang and
Yujun Cai and
Bryan Hooi},
editor = {Jure Leskovec and
Marko Grobelnik and
Marc Najork and
Jie Tang and
Leila Zia},
title = {CurGraph: Curriculum Learning for Graph Classification},
booktitle = {{WWW} '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia,
April 19-23, 2021},
pages = {1238--1248},
publisher = {{ACM} / {IW3C2}},
year = {2021},
url = {https://doi.org/10.1145/3442381.3450025},
doi = {10.1145/3442381.3450025},
timestamp = {Thu, 16 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/Wang0LCH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/0001J0KH21,
author = {Siddharth Bhatia and
Arjit Jain and
Pan Li and
Ritesh Kumar and
Bryan Hooi},
editor = {Jure Leskovec and
Marko Grobelnik and
Marc Najork and
Jie Tang and
Leila Zia},
title = {MStream: Fast Anomaly Detection in Multi-Aspect Streams},
booktitle = {{WWW} '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia,
April 19-23, 2021},
pages = {3371--3382},
publisher = {{ACM} / {IW3C2}},
year = {2021},
url = {https://doi.org/10.1145/3442381.3450023},
doi = {10.1145/3442381.3450023},
timestamp = {Mon, 07 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/0001J0KH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/WangWLCH21,
author = {Yiwei Wang and
Wei Wang and
Yuxuan Liang and
Yujun Cai and
Bryan Hooi},
editor = {Jure Leskovec and
Marko Grobelnik and
Marc Najork and
Jie Tang and
Leila Zia},
title = {Mixup for Node and Graph Classification},
booktitle = {{WWW} '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia,
April 19-23, 2021},
pages = {3663--3674},
publisher = {{ACM} / {IW3C2}},
year = {2021},
url = {https://doi.org/10.1145/3442381.3449796},
doi = {10.1145/3442381.3449796},
timestamp = {Thu, 16 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/WangWLCH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-06605,
author = {Yifan Zhang and
Bryan Hooi and
Dapeng Hu and
Jian Liang and
Jiashi Feng},
title = {Unleashing the Power of Contrastive Self-Supervised Visual Models
via Contrast-Regularized Fine-Tuning},
journal = {CoRR},
volume = {abs/2102.06605},
year = {2021},
url = {https://arxiv.org/abs/2102.06605},
eprinttype = {arXiv},
eprint = {2102.06605},
timestamp = {Thu, 18 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-06605.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-11137,
author = {Shixuan Sun and
Yuhang Chen and
Bingsheng He and
Bryan Hooi},
title = {PathEnum: Towards Real-Time Hop-Constrained s-t Path Enumeration},
journal = {CoRR},
volume = {abs/2103.11137},
year = {2021},
url = {https://arxiv.org/abs/2103.11137},
eprinttype = {arXiv},
eprint = {2103.11137},
timestamp = {Tue, 06 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-11137.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-01632,
author = {Rui Liu and
Siddharth Bhatia and
Bryan Hooi},
title = {Isconna: Streaming Anomaly Detection with Frequency and Patterns},
journal = {CoRR},
volume = {abs/2104.01632},
year = {2021},
url = {https://arxiv.org/abs/2104.01632},
eprinttype = {arXiv},
eprint = {2104.01632},
timestamp = {Sat, 16 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-01632.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-03837,
author = {Siddharth Bhatia and
Arjit Jain and
Shivin Srivastava and
Kenji Kawaguchi and
Bryan Hooi},
title = {MemStream: Memory-Based Anomaly Detection in Multi-Aspect Streams
with Concept Drift},
journal = {CoRR},
volume = {abs/2106.03837},
year = {2021},
url = {https://arxiv.org/abs/2106.03837},
eprinttype = {arXiv},
eprint = {2106.03837},
timestamp = {Thu, 10 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-03837.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-04486,
author = {Siddharth Bhatia and
Mohit Wadhwa and
Philip S. Yu and
Bryan Hooi},
title = {Sketch-Based Streaming Anomaly Detection in Dynamic Graphs},
journal = {CoRR},
volume = {abs/2106.04486},
year = {2021},
url = {https://arxiv.org/abs/2106.04486},
eprinttype = {arXiv},
eprint = {2106.04486},
timestamp = {Fri, 11 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-04486.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-06947,
author = {Ailin Deng and
Bryan Hooi},
title = {Graph Neural Network-Based Anomaly Detection in Multivariate Time
Series},
journal = {CoRR},
volume = {abs/2106.06947},
year = {2021},
url = {https://arxiv.org/abs/2106.06947},
eprinttype = {arXiv},
eprint = {2106.06947},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-06947.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-15504,
author = {Siddharth Bhatia and
Yiwei Wang and
Bryan Hooi and
Tanmoy Chakraborty},
title = {GraphAnoGAN: Detecting Anomalous Snapshots from Attributed Graphs},
journal = {CoRR},
volume = {abs/2106.15504},
year = {2021},
url = {https://arxiv.org/abs/2106.15504},
eprinttype = {arXiv},
eprint = {2106.15504},
timestamp = {Wed, 06 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-15504.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-05545,
author = {Kaixin Wang and
Kuangqi Zhou and
Qixin Zhang and
Jie Shao and
Bryan Hooi and
Jiashi Feng},
title = {Towards Better Laplacian Representation in Reinforcement Learning
with Generalized Graph Drawing},
journal = {CoRR},
volume = {abs/2107.05545},
year = {2021},
url = {https://arxiv.org/abs/2107.05545},
eprinttype = {arXiv},
eprint = {2107.05545},
timestamp = {Tue, 20 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-05545.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-09249,
author = {Yifan Zhang and
Bryan Hooi and
Lanqing Hong and
Jiashi Feng},
title = {Test-Agnostic Long-Tailed Recognition by Test-Time Aggregating Diverse
Experts with Self-Supervision},
journal = {CoRR},
volume = {abs/2107.09249},
year = {2021},
url = {https://arxiv.org/abs/2107.09249},
eprinttype = {arXiv},
eprint = {2107.09249},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-09249.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-11873,
author = {Xu Liu and
Yuxuan Liang and
Yu Zheng and
Bryan Hooi and
Roger Zimmermann},
title = {Spatio-Temporal Graph Contrastive Learning},
journal = {CoRR},
volume = {abs/2108.11873},
year = {2021},
url = {https://arxiv.org/abs/2108.11873},
eprinttype = {arXiv},
eprint = {2108.11873},
timestamp = {Tue, 02 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-11873.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-04596,
author = {Yifan Zhang and
Bingyi Kang and
Bryan Hooi and
Shuicheng Yan and
Jiashi Feng},
title = {Deep Long-Tailed Learning: {A} Survey},
journal = {CoRR},
volume = {abs/2110.04596},
year = {2021},
url = {https://arxiv.org/abs/2110.04596},
eprinttype = {arXiv},
eprint = {2110.04596},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-04596.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-12763,
author = {Koki Kawabata and
Siddharth Bhatia and
Rui Liu and
Mohit Wadhwa and
Bryan Hooi},
title = {{SSMF:} Shifting Seasonal Matrix Factorization},
journal = {CoRR},
volume = {abs/2110.12763},
year = {2021},
url = {https://arxiv.org/abs/2110.12763},
eprinttype = {arXiv},
eprint = {2110.12763},
timestamp = {Thu, 28 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-12763.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-06032,
author = {Shubhranshu Shekhar and
Dhivya Eswaran and
Bryan Hooi and
Jonathan Elmer and
Christos Faloutsos and
Leman Akoglu},
title = {Benefit-aware Early Prediction of Health Outcomes on Multivariate
{EEG} Time Series},
journal = {CoRR},
volume = {abs/2111.06032},
year = {2021},
url = {https://arxiv.org/abs/2111.06032},
eprinttype = {arXiv},
eprint = {2111.06032},
timestamp = {Tue, 16 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-06032.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-00499,
author = {Yiwei Wang and
Yujun Cai and
Yuxuan Liang and
Wei Wang and
Henghui Ding and
Muhao Chen and
Jing Tang and
Bryan Hooi},
title = {Structure-Aware Label Smoothing for Graph Neural Networks},
journal = {CoRR},
volume = {abs/2112.00499},
year = {2021},
url = {https://arxiv.org/abs/2112.00499},
eprinttype = {arXiv},
eprint = {2112.00499},
timestamp = {Fri, 28 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-00499.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-01642,
author = {Shen Li and
Jianqing Xu and
Bryan Hooi},
title = {Probabilistic Contrastive Loss for Self-Supervised Learning},
journal = {CoRR},
volume = {abs/2112.01642},
year = {2021},
url = {https://arxiv.org/abs/2112.01642},
eprinttype = {arXiv},
eprint = {2112.01642},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-01642.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-05355,
author = {Adam Goodge and
Bryan Hooi and
See{-}Kiong Ng and
Wee Siong Ng},
title = {{LUNAR:} Unifying Local Outlier Detection Methods via Graph Neural
Networks},
journal = {CoRR},
volume = {abs/2112.05355},
year = {2021},
url = {https://arxiv.org/abs/2112.05355},
eprinttype = {arXiv},
eprint = {2112.05355},
timestamp = {Tue, 14 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-05355.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-09845,
author = {Yiwei Wang and
Yujun Cai and
Yuxuan Liang and
Henghui Ding and
Changhu Wang and
Bryan Hooi},
title = {Time-Aware Neighbor Sampling for Temporal Graph Networks},
journal = {CoRR},
volume = {abs/2112.09845},
year = {2021},
url = {https://arxiv.org/abs/2112.09845},
eprinttype = {arXiv},
eprint = {2112.09845},
timestamp = {Wed, 06 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-09845.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ShinOKHF20,
author = {Kijung Shin and
Sejoon Oh and
Jisu Kim and
Bryan Hooi and
Christos Faloutsos},
title = {Fast, Accurate and Provable Triangle Counting in Fully Dynamic Graph
Streams},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {14},
number = {2},
pages = {12:1--12:39},
year = {2020},
url = {https://doi.org/10.1145/3375392},
doi = {10.1145/3375392},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/ShinOKHF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/0001HYSF20,
author = {Siddharth Bhatia and
Bryan Hooi and
Minji Yoon and
Kijung Shin and
Christos Faloutsos},
title = {Midas: Microcluster-Based Detector of Anomalies in Edge Streams},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {3242--3249},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.5724},
doi = {10.1609/AAAI.V34I04.5724},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/0001HYSF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HooiSLF20,
author = {Bryan Hooi and
Kijung Shin and
Hemank Lamba and
Christos Faloutsos},
title = {TellTail: Fast Scoring and Detection of Dense Subgraphs},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {4150--4157},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.5835},
doi = {10.1609/AAAI.V34I04.5835},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HooiSLF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiLLHSHHC20,
author = {Xiangfeng Li and
Shenghua Liu and
Zifeng Li and
Xiaotian Han and
Chuan Shi and
Bryan Hooi and
He Huang and
Xueqi Cheng},
title = {FlowScope: Spotting Money Laundering Based on Graphs},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {4731--4738},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.5906},
doi = {10.1609/AAAI.V34I04.5906},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiLLHSHHC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LimHNWGWV20,
author = {Nicholas Lim and
Bryan Hooi and
See{-}Kiong Ng and
Xueou Wang and
Yong Liang Goh and
Renrong Weng and
Jagannadan Varadarajan},
editor = {Mathieu d'Aquin and
Stefan Dietze and
Claudia Hauff and
Edward Curry and
Philippe Cudr{\'{e}}{-}Mauroux},
title = {{STP-UDGAT:} Spatial-Temporal-Preference User Dimensional Graph Attention
Network for Next {POI} Recommendation},
booktitle = {{CIKM} '20: The 29th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020},
pages = {845--854},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3340531.3411876},
doi = {10.1145/3340531.3411876},
timestamp = {Fri, 25 Dec 2020 01:15:14 +0100},
biburl = {https://dblp.org/rec/conf/cikm/LimHNWGWV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WangLYL0FH20,
author = {Yiwei Wang and
Shenghua Liu and
Minji Yoon and
Hemank Lamba and
Wei Wang and
Christos Faloutsos and
Bryan Hooi},
editor = {Claudia Plant and
Haixun Wang and
Alfredo Cuzzocrea and
Carlo Zaniolo and
Xindong Wu},
title = {Provably Robust Node Classification via Low-Pass Message Passing},
booktitle = {20th {IEEE} International Conference on Data Mining, {ICDM} 2020,
Sorrento, Italy, November 17-20, 2020},
pages = {621--630},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICDM50108.2020.00071},
doi = {10.1109/ICDM50108.2020.00071},
timestamp = {Thu, 16 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WangLYL0FH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YoonGHF20,
author = {Minji Yoon and
Th{\'{e}}ophile Gervet and
Bryan Hooi and
Christos Faloutsos},
editor = {Claudia Plant and
Haixun Wang and
Alfredo Cuzzocrea and
Carlo Zaniolo and
Xindong Wu},
title = {Autonomous Graph Mining Algorithm Search with Best Speed/Accuracy
Trade-off},
booktitle = {20th {IEEE} International Conference on Data Mining, {ICDM} 2020,
Sorrento, Italy, November 17-20, 2020},
pages = {751--760},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICDM50108.2020.00084},
doi = {10.1109/ICDM50108.2020.00084},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YoonGHF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LiHL20,
author = {Shen Li and
Bryan Hooi and
Gim Hee Lee},
title = {Identifying through Flows for Recovering Latent Representations},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=SklOUpEYvB},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/LiHL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/GoodgeHNN20,
author = {Adam Goodge and
Bryan Hooi and
See{-}Kiong Ng and
Wee Siong Ng},
editor = {Christian Bessiere},
title = {Robustness of Autoencoders for Anomaly Detection Under Adversarial
Impact},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {1244--1250},
publisher = {ijcai.org},
year = {2020},
url = {https://doi.org/10.24963/ijcai.2020/173},
doi = {10.24963/IJCAI.2020/173},
timestamp = {Mon, 20 Jul 2020 12:38:52 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/GoodgeHNN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/issre/WangWCHO20,
author = {Yiwei Wang and
Wei Wang and
Yujun Cai and
Bryan Hooi and
Beng Chin Ooi},
editor = {Marco Vieira and
Henrique Madeira and
Nuno Antunes and
Zheng Zheng},
title = {Detecting Implementation Bugs in Graph Convolutional Network based
Node Classifiers},
booktitle = {31st {IEEE} International Symposium on Software Reliability Engineering,
{ISSRE} 2020, Coimbra, Portugal, October 12-15, 2020},
pages = {313--324},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ISSRE5003.2020.00037},
doi = {10.1109/ISSRE5003.2020.00037},
timestamp = {Thu, 16 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/issre/WangWCHO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DoYHS20,
author = {Manh Tuan Do and
Se{-}eun Yoon and
Bryan Hooi and
Kijung Shin},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {Structural Patterns and Generative Models of Real-world Hypergraphs},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {176--186},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403060},
doi = {10.1145/3394486.3403060},
timestamp = {Tue, 09 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/DoYHS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangWLCLH20,
author = {Yiwei Wang and
Wei Wang and
Yuxuan Liang and
Yujun Cai and
Juncheng Liu and
Bryan Hooi},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {NodeAug: Semi-Supervised Node Classification with Data Augmentation},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {207--217},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403063},
doi = {10.1145/3394486.3403063},
timestamp = {Thu, 16 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/WangWLCLH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WangWLCH20,
author = {Yiwei Wang and
Wei Wang and
Yuxuan Liang and
Yujun Cai and
Bryan Hooi},
editor = {Frank Hutter and
Kristian Kersting and
Jefrey Lijffijt and
Isabel Valera},
title = {Progressive Supervision for Node Classification},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2020, Ghent, Belgium, September 14-18, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12457},
pages = {266--281},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67658-2\_16},
doi = {10.1007/978-3-030-67658-2\_16},
timestamp = {Thu, 02 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/WangWLCH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-03774,
author = {Wesley Joon{-}Wie Tann and
Ee{-}Chien Chang and
Bryan Hooi},
title = {{SHADOWCAST:} Controlling Network Properties to Explain Graph Generation},
journal = {CoRR},
volume = {abs/2006.03774},
year = {2020},
url = {https://arxiv.org/abs/2006.03774},
eprinttype = {arXiv},
eprint = {2006.03774},
timestamp = {Fri, 12 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-03774.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-07060,
author = {Manh Tuan Do and
Se{-}eun Yoon and
Bryan Hooi and
Kijung Shin},
title = {Structural Patterns and Generative Models of Real-world Hypergraphs},
journal = {CoRR},
volume = {abs/2006.07060},
year = {2020},
url = {https://arxiv.org/abs/2006.07060},
eprinttype = {arXiv},
eprint = {2006.07060},
timestamp = {Wed, 17 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-07060.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-07107,
author = {Kuangqi Zhou and
Yanfei Dong and
Wee Sun Lee and
Bryan Hooi and
Huan Xu and
Jiashi Feng},
title = {Effective Training Strategies for Deep Graph Neural Networks},
journal = {CoRR},
volume = {abs/2006.07107},
year = {2020},
url = {https://arxiv.org/abs/2006.07107},
eprinttype = {arXiv},
eprint = {2006.07107},
timestamp = {Tue, 12 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-07107.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-08451,
author = {Siddharth Bhatia and
Arjit Jain and
Pan Li and
Ritesh Kumar and
Bryan Hooi},
title = {MStream: Fast Streaming Multi-Aspect Group Anomaly Detection},
journal = {CoRR},
volume = {abs/2009.08451},
year = {2020},
url = {https://arxiv.org/abs/2009.08451},
eprinttype = {arXiv},
eprint = {2009.08451},
timestamp = {Fri, 15 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-08451.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-08452,
author = {Siddharth Bhatia and
Rui Liu and
Bryan Hooi and
Minji Yoon and
Kijung Shin and
Christos Faloutsos},
title = {Real-Time Streaming Anomaly Detection in Dynamic Graphs},
journal = {CoRR},
volume = {abs/2009.08452},
year = {2020},
url = {https://arxiv.org/abs/2009.08452},
eprinttype = {arXiv},
eprint = {2009.08452},
timestamp = {Sat, 16 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-08452.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-08454,
author = {Siddharth Bhatia and
Arjit Jain and
Bryan Hooi},
title = {ExGAN: Adversarial Generation of Extreme Samples},
journal = {CoRR},
volume = {abs/2009.08454},
year = {2020},
url = {https://arxiv.org/abs/2009.08454},
eprinttype = {arXiv},
eprint = {2009.08454},
timestamp = {Wed, 23 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-08454.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-10564,
author = {Yiwei Wang and
Wei Wang and
Yuxuan Liang and
Yujun Cai and
Bryan Hooi},
title = {GraphCrop: Subgraph Cropping for Graph Classification},
journal = {CoRR},
volume = {abs/2009.10564},
year = {2020},
url = {https://arxiv.org/abs/2009.10564},
eprinttype = {arXiv},
eprint = {2009.10564},
timestamp = {Thu, 02 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-10564.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-07024,
author = {Nicholas Lim and
Bryan Hooi and
See{-}Kiong Ng and
Xueou Wang and
Yong Liang Goh and
Renrong Weng and
Jagannadan Varadarajan},
title = {{STP-UDGAT:} Spatial-Temporal-Preference User Dimensional Graph Attention
Network for Next {POI} Recommendation},
journal = {CoRR},
volume = {abs/2010.07024},
year = {2020},
url = {https://arxiv.org/abs/2010.07024},
eprinttype = {arXiv},
eprint = {2010.07024},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-07024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-13085,
author = {Minji Yoon and
Bryan Hooi and
Kijung Shin and
Christos Faloutsos},
title = {Fast and Accurate Anomaly Detection in Dynamic Graphs with a Two-Pronged
Approach},
journal = {CoRR},
volume = {abs/2011.13085},
year = {2020},
url = {https://arxiv.org/abs/2011.13085},
eprinttype = {arXiv},
eprint = {2011.13085},
timestamp = {Tue, 01 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-13085.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-14925,
author = {Minji Yoon and
Th{\'{e}}ophile Gervet and
Bryan Hooi and
Christos Faloutsos},
title = {Autonomous Graph Mining Algorithm Search with Best Speed/Accuracy
Trade-off},
journal = {CoRR},
volume = {abs/2011.14925},
year = {2020},
url = {https://arxiv.org/abs/2011.14925},
eprinttype = {arXiv},
eprint = {2011.14925},
timestamp = {Tue, 01 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-14925.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-01915,
author = {Nicholas Lim and
Bryan Hooi and
See{-}Kiong Ng and
Xueou Wang and
Yong Liang Goh and
Renrong Weng and
Rui Tan},
title = {Origin-Aware Next Destination Recommendation with Personalized Preference
Attention},
journal = {CoRR},
volume = {abs/2012.01915},
year = {2020},
url = {https://arxiv.org/abs/2012.01915},
eprinttype = {arXiv},
eprint = {2012.01915},
timestamp = {Fri, 12 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-01915.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-07065,
author = {Juncheng Liu and
Yiwei Wang and
Bryan Hooi and
Renchi Yang and
Xiaokui Xiao},
title = {Active Learning for Node Classification: The Additional Learning Ability
from Unlabelled Nodes},
journal = {CoRR},
volume = {abs/2012.07065},
year = {2020},
url = {https://arxiv.org/abs/2012.07065},
eprinttype = {arXiv},
eprint = {2012.07065},
timestamp = {Thu, 16 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-07065.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-15006,
author = {Shimiao Li and
Amritanshu Pandey and
Bryan Hooi and
Christos Faloutsos and
Larry T. Pileggi},
title = {Dynamic Graph-Based Anomaly Detection in the Electrical Grid},
journal = {CoRR},
volume = {abs/2012.15006},
year = {2020},
url = {https://arxiv.org/abs/2012.15006},
eprinttype = {arXiv},
eprint = {2012.15006},
timestamp = {Fri, 08 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-15006.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Hooi19,
author = {Bryan Hooi},
title = {Anomaly Detection in Graphs and Time Series: Algorithms and Applications},
school = {Carnegie Mellon University, {USA}},
year = {2019},
url = {https://doi.org/10.1184/r1/8337236.v1},
doi = {10.1184/R1/8337236.V1},
timestamp = {Wed, 13 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/us/Hooi19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiuHF19,
author = {Shenghua Liu and
Bryan Hooi and
Christos Faloutsos},
title = {A Contrast Metric for Fraud Detection in Rich Graphs},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {31},
number = {12},
pages = {2235--2248},
year = {2019},
url = {https://doi.org/10.1109/TKDE.2018.2876531},
doi = {10.1109/TKDE.2018.2876531},
timestamp = {Tue, 26 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/LiuHF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhouLHCY19,
author = {Bin Zhou and
Shenghua Liu and
Bryan Hooi and
Xueqi Cheng and
Jing Ye},
editor = {Sarit Kraus},
title = {BeatGAN: Anomalous Rhythm Detection using Adversarially Generated
Time Series},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {4433--4439},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/616},
doi = {10.24963/IJCAI.2019/616},
timestamp = {Tue, 20 Aug 2019 16:18:18 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ZhouLHCY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YoonHSF19,
author = {Minji Yoon and
Bryan Hooi and
Kijung Shin and
Christos Faloutsos},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Fast and Accurate Anomaly Detection in Dynamic Graphs with a Two-Pronged
Approach},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {647--657},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330946},
doi = {10.1145/3292500.3330946},
timestamp = {Tue, 16 Aug 2022 23:04:27 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YoonHSF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/FengLFHSC19,
author = {Wenjie Feng and
Shenghua Liu and
Christos Faloutsos and
Bryan Hooi and
Huawei Shen and
Xueqi Cheng},
editor = {Qiang Yang and
Zhi{-}Hua Zhou and
Zhiguo Gong and
Min{-}Ling Zhang and
Sheng{-}Jun Huang},
title = {Beyond Outliers and on to Micro-clusters: Vision-Guided Anomaly Detection},
booktitle = {Advances in Knowledge Discovery and Data Mining - 23rd Pacific-Asia
Conference, {PAKDD} 2019, Macau, China, April 14-17, 2019, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11439},
pages = {541--554},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16148-4\_42},
doi = {10.1007/978-3-030-16148-4\_42},
timestamp = {Mon, 15 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/FengLFHSC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HooiF19,
author = {Bryan Hooi and
Christos Faloutsos},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Branch and Border: Partition-Based Change Detection in Multivariate
Time Series},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {504--512},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.57},
doi = {10.1137/1.9781611975673.57},
timestamp = {Fri, 04 Oct 2019 16:53:59 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HooiF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HooiSLF19,
author = {Bryan Hooi and
Kijung Shin and
Shenghua Liu and
Christos Faloutsos},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {{SMF:} Drift-Aware Matrix Factorization with Seasonal Patterns},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {621--629},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.70},
doi = {10.1137/1.9781611975673.70},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HooiSLF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-04154,
author = {Marko Jereminov and
Bryan Hooi and
Amritanshu Pandey and
Hyun Ah Song and
Christos Faloutsos and
Lawrence T. Pileggi},
title = {Impact of Load Models on Power Flow Optimization},
journal = {CoRR},
volume = {abs/1902.04154},
year = {2019},
url = {http://arxiv.org/abs/1902.04154},
eprinttype = {arXiv},
eprint = {1902.04154},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-04154.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-12555,
author = {Shen Li and
Bryan Hooi and
Gim Hee Lee},
title = {Identifying through Flows for Recovering Latent Representations},
journal = {CoRR},
volume = {abs/1909.12555},
year = {2019},
url = {http://arxiv.org/abs/1909.12555},
eprinttype = {arXiv},
eprint = {1909.12555},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-12555.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-04464,
author = {Siddharth Bhatia and
Bryan Hooi and
Minji Yoon and
Kijung Shin and
Christos Faloutsos},
title = {{MIDAS:} Microcluster-Based Detector of Anomalies in Edge Streams},
journal = {CoRR},
volume = {abs/1911.04464},
year = {2019},
url = {http://arxiv.org/abs/1911.04464},
eprinttype = {arXiv},
eprint = {1911.04464},
timestamp = {Mon, 09 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-04464.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ShinHF18,
author = {Kijung Shin and
Bryan Hooi and
Christos Faloutsos},
title = {Fast, Accurate, and Flexible Algorithms for Dense Subtensor Mining},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {12},
number = {3},
pages = {28:1--28:30},
year = {2018},
url = {https://doi.org/10.1145/3154414},
doi = {10.1145/3154414},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/ShinHF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/HooiAEPJPF18,
author = {Bryan Hooi and
Leman Akoglu and
Dhivya Eswaran and
Amritanshu Pandey and
Marko Jereminov and
Larry T. Pileggi and
Christos Faloutsos},
editor = {Alfredo Cuzzocrea and
James Allan and
Norman W. Paton and
Divesh Srivastava and
Rakesh Agrawal and
Andrei Z. Broder and
Mohammed J. Zaki and
K. Sel{\c{c}}uk Candan and
Alexandros Labrinidis and
Assaf Schuster and
Haixun Wang},
title = {ChangeDAR: Online Localized Change Detection for Sensor Data on a
Graph},
booktitle = {Proceedings of the 27th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2018, Torino, Italy, October 22-26,
2018},
pages = {507--516},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3269206.3271669},
doi = {10.1145/3269206.3271669},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/HooiAEPJPF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ChenLSHWC18,
author = {Pudi Chen and
Shenghua Liu and
Chuan Shi and
Bryan Hooi and
Bai Wang and
Xueqi Cheng},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {NeuCast: Seasonal Neural Forecast of Power Grid Time Series},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {3315--3321},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/460},
doi = {10.24963/IJCAI.2018/460},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ChenLSHWC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HooiESPJPF18,
author = {Bryan Hooi and
Dhivya Eswaran and
Hyun Ah Song and
Amritanshu Pandey and
Marko Jereminov and
Larry T. Pileggi and
Christos Faloutsos},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {GridWatch: Sensor Placement and Anomaly Detection in the Electrical
Grid},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11051},
pages = {71--86},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10925-7\_5},
doi = {10.1007/978-3-030-10925-7\_5},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HooiESPJPF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NigamSBHHSFC18,
author = {Aastha Nigam and
Kijung Shin and
Ashwin Bahulkar and
Bryan Hooi and
David Hachen and
Boleslaw K. Szymanski and
Christos Faloutsos and
Nitesh V. Chawla},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {{ONE-M:} Modeling the Co-evolution of Opinions and Network Connections},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {122--140},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_8},
doi = {10.1007/978-3-030-10928-8\_8},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/NigamSBHHSFC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ShinKHF18,
author = {Kijung Shin and
Jisu Kim and
Bryan Hooi and
Christos Faloutsos},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Think Before You Discard: Accurate Triangle Counting in Graph Streams
with Deletions},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {141--157},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_9},
doi = {10.1007/978-3-030-10928-8\_9},
timestamp = {Wed, 23 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ShinKHF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HooiSPJPF18,
author = {Bryan Hooi and
Hyun Ah Song and
Amritanshu Pandey and
Marko Jereminov and
Larry T. Pileggi and
Christos Faloutsos},
editor = {Martin Ester and
Dino Pedreschi},
title = {StreamCast: Fast and Online Mining of Power Grid Time Sequences},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {531--539},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.60},
doi = {10.1137/1.9781611975321.60},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HooiSPJPF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/KumarHMKFS18,
author = {Srijan Kumar and
Bryan Hooi and
Disha Makhija and
Mohit Kumar and
Christos Faloutsos and
V. S. Subrahmanian},
editor = {Yi Chang and
Chengxiang Zhai and
Yan Liu and
Yoelle Maarek},
title = {{REV2:} Fraudulent User Prediction in Rating Platforms},
booktitle = {Proceedings of the Eleventh {ACM} International Conference on Web
Search and Data Mining, {WSDM} 2018, Marina Del Rey, CA, USA, February
5-9, 2018},
pages = {333--341},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3159652.3159729},
doi = {10.1145/3159652.3159729},
timestamp = {Fri, 26 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/KumarHMKFS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-01065,
author = {Kijung Shin and
Bryan Hooi and
Jisu Kim and
Christos Faloutsos},
title = {Out-of-Core and Distributed Algorithms for Dense Subtensor Mining},
journal = {CoRR},
volume = {abs/1802.01065},
year = {2018},
url = {http://arxiv.org/abs/1802.01065},
eprinttype = {arXiv},
eprint = {1802.01065},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-01065.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HooiSSBSF17,
author = {Bryan Hooi and
Kijung Shin and
Hyun Ah Song and
Alex Beutel and
Neil Shah and
Christos Faloutsos},
title = {Graph-Based Fraud Detection in the Face of Camouflage},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {11},
number = {4},
pages = {44:1--44:26},
year = {2017},
url = {https://doi.org/10.1145/3056563},
doi = {10.1145/3056563},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/HooiSSBSF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LiuHF17,
author = {Shenghua Liu and
Bryan Hooi and
Christos Faloutsos},
editor = {Ee{-}Peng Lim and
Marianne Winslett and
Mark Sanderson and
Ada Wai{-}Chee Fu and
Jimeng Sun and
J. Shane Culpepper and
Eric Lo and
Joyce C. Ho and
Debora Donato and
Rakesh Agrawal and
Yu Zheng and
Carlos Castillo and
Aixin Sun and
Vincent S. Tseng and
Chenliang Li},
title = {HoloScope: Topology-and-Spike Aware Fraud Detection},
booktitle = {Proceedings of the 2017 {ACM} on Conference on Information and Knowledge
Management, {CIKM} 2017, Singapore, November 06 - 10, 2017},
pages = {1539--1548},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3132847.3133018},
doi = {10.1145/3132847.3133018},
timestamp = {Tue, 29 Aug 2023 16:24:43 +0200},
biburl = {https://dblp.org/rec/conf/cikm/LiuHF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/0005CHSKLFG17,
author = {Pedro Costa and
Aur{\'{e}}lio J. C. Campilho and
Bryan Hooi and
Asim Smailagic and
Kris Kitani and
Shenghua Liu and
Christos Faloutsos and
Adrian Galdran},
editor = {Xuewen Chen and
Bo Luo and
Feng Luo and
Vasile Palade and
M. Arif Wani},
title = {EyeQual: Accurate, Explainable, Retinal Image Quality Assessment},
booktitle = {16th {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2017, Cancun, Mexico, December 18-21, 2017},
pages = {323--330},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICMLA.2017.0-140},
doi = {10.1109/ICMLA.2017.0-140},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/0005CHSKLFG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isgteurope/JereminovPSHFP17,
author = {Marko Jereminov and
Amritanshu Pandey and
Hyun Ah Song and
Bryan Hooi and
Christos Faloutsos and
Larry T. Pileggi},
title = {Linear load model for robust power system analysis},
booktitle = {2017 {IEEE} {PES} Innovative Smart Grid Technologies Conference Europe,
ISGT-Europe 2017, Torino, Italy, September 26-29, 2017},
pages = {1--6},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ISGTEurope.2017.8260315},
doi = {10.1109/ISGTEUROPE.2017.8260315},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isgteurope/JereminovPSHFP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ShinHKF17,
author = {Kijung Shin and
Bryan Hooi and
Jisu Kim and
Christos Faloutsos},
title = {DenseAlert: Incremental Dense-Subtensor Detection in Tensor Streams},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {1057--1066},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098087},
doi = {10.1145/3097983.3098087},
timestamp = {Fri, 25 Dec 2020 01:14:16 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ShinHKF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HooiLSF17,
author = {Bryan Hooi and
Shenghua Liu and
Asim Smailagic and
Christos Faloutsos},
editor = {Michelangelo Ceci and
Jaakko Hollm{\'{e}}n and
Ljupco Todorovski and
Celine Vens and
Saso Dzeroski},
title = {BeatLex: Summarizing and Forecasting Time Series with Patterns},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10535},
pages = {3--19},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-71246-8\_1},
doi = {10.1007/978-3-319-71246-8\_1},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HooiLSF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LambaHSFP17,
author = {Hemank Lamba and
Bryan Hooi and
Kijung Shin and
Christos Faloutsos and
J{\"{u}}rgen Pfeffer},
editor = {Michelangelo Ceci and
Jaakko Hollm{\'{e}}n and
Ljupco Todorovski and
Celine Vens and
Saso Dzeroski},
title = {zooRank: Ranking Suspicious Entities in Time-Evolving Tensors},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {10534},
pages = {68--84},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-71249-9\_5},
doi = {10.1007/978-3-319-71249-9\_5},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LambaHSFP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SongHJPPF17,
author = {Hyun Ah Song and
Bryan Hooi and
Marko Jereminov and
Amritanshu Pandey and
Larry T. Pileggi and
Christos Faloutsos},
editor = {Michelangelo Ceci and
Jaakko Hollm{\'{e}}n and
Ljupco Todorovski and
Celine Vens and
Saso Dzeroski},
title = {PowerCast: Mining and Forecasting Power Grid Sequences},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10535},
pages = {606--621},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-71246-8\_37},
doi = {10.1007/978-3-319-71246-8\_37},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SongHJPPF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/socinfo/ChanLHD17,
author = {Chi Ling Chan and
Justin Lai and
Bryan Hooi and
Todd Davies},
editor = {Giovanni Luca Ciampaglia and
Afra J. Mashhadi and
Taha Yasseri},
title = {The Message or the Messenger? Inferring Virality and Diffusion Structure
from Online Petition Signature Data},
booktitle = {Social Informatics - 9th International Conference, SocInfo 2017, Oxford,
UK, September 13-15, 2017, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {10539},
pages = {499--517},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-67217-5\_30},
doi = {10.1007/978-3-319-67217-5\_30},
timestamp = {Tue, 14 May 2019 10:00:42 +0200},
biburl = {https://dblp.org/rec/conf/socinfo/ChanLHD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/ShinHKF17,
author = {Kijung Shin and
Bryan Hooi and
Jisu Kim and
Christos Faloutsos},
editor = {Maarten de Rijke and
Milad Shokouhi and
Andrew Tomkins and
Min Zhang},
title = {D-Cube: Dense-Block Detection in Terabyte-Scale Tensors},
booktitle = {Proceedings of the Tenth {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2017, Cambridge, United Kingdom, February
6-10, 2017},
pages = {681--689},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3018661.3018676},
doi = {10.1145/3018661.3018676},
timestamp = {Mon, 20 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/ShinHKF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/TakahashiHF17,
author = {Tsubasa Takahashi and
Bryan Hooi and
Christos Faloutsos},
editor = {Rick Barrett and
Rick Cummings and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {AutoCyclone: Automatic Mining of Cyclic Online Activities with Robust
Tensor Factorization},
booktitle = {Proceedings of the 26th International Conference on World Wide Web,
{WWW} 2017, Perth, Australia, April 3-7, 2017},
pages = {213--221},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3038912.3052595},
doi = {10.1145/3038912.3052595},
timestamp = {Tue, 14 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/TakahashiHF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KumarHMKFS17,
author = {Srijan Kumar and
Bryan Hooi and
Disha Makhija and
Mohit Kumar and
Christos Faloutsos and
V. S. Subrahmanian},
title = {FairJudge: Trustworthy User Prediction in Rating Platforms},
journal = {CoRR},
volume = {abs/1703.10545},
year = {2017},
url = {http://arxiv.org/abs/1703.10545},
eprinttype = {arXiv},
eprint = {1703.10545},
timestamp = {Fri, 26 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/KumarHMKFS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiuHF17,
author = {Shenghua Liu and
Bryan Hooi and
Christos Faloutsos},
title = {HoloScope: Topology-and-Spike Aware Fraud Detection},
journal = {CoRR},
volume = {abs/1705.02505},
year = {2017},
url = {http://arxiv.org/abs/1705.02505},
eprinttype = {arXiv},
eprint = {1705.02505},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiuHF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShinHKF17,
author = {Kijung Shin and
Bryan Hooi and
Jisu Kim and
Christos Faloutsos},
title = {DenseAlert: Incremental Dense-Subtensor Detection in Tensor Streams},
journal = {CoRR},
volume = {abs/1706.03374},
year = {2017},
url = {http://arxiv.org/abs/1706.03374},
eprinttype = {arXiv},
eprint = {1706.03374},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShinHKF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-03472,
author = {Chi Ling Chan and
Justin Lai and
Bryan Hooi and
Todd Davies},
title = {The Message or the Messenger? Inferring Virality and Diffusion Structure
from Online Petition Signature Data},
journal = {CoRR},
volume = {abs/1708.03472},
year = {2017},
url = {http://arxiv.org/abs/1708.03472},
eprinttype = {arXiv},
eprint = {1708.03472},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-03472.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-08756,
author = {Wenjie Feng and
Shenghua Liu and
Christos Faloutsos and
Bryan Hooi and
Huawei Shen and
Xueqi Cheng},
title = {EagleMine: Vision-Guided Mining in Large Graphs},
journal = {CoRR},
volume = {abs/1710.08756},
year = {2017},
url = {http://arxiv.org/abs/1710.08756},
eprinttype = {arXiv},
eprint = {1710.08756},
timestamp = {Mon, 15 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-08756.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/JiangBCHYF16,
author = {Meng Jiang and
Alex Beutel and
Peng Cui and
Bryan Hooi and
Shiqiang Yang and
Christos Faloutsos},
title = {Spotting Suspicious Behaviors in Multimodal Data: {A} General Metric
and Algorithms},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {28},
number = {8},
pages = {2187--2200},
year = {2016},
url = {https://doi.org/10.1109/TKDE.2016.2555310},
doi = {10.1109/TKDE.2016.2555310},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/JiangBCHYF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ShahBHAGMKF16,
author = {Neil Shah and
Alex Beutel and
Bryan Hooi and
Leman Akoglu and
Stephan G{\"{u}}nnemann and
Disha Makhija and
Mohit Kumar and
Christos Faloutsos},
editor = {Carlotta Domeniconi and
Francesco Gullo and
Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {EdgeCentric: Anomaly Detection in Edge-Attributed Networks},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} Workshops
2016, December 12-15, 2016, Barcelona, Spain},
pages = {327--334},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDMW.2016.0053},
doi = {10.1109/ICDMW.2016.0053},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ShahBHAGMKF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HooiSBSSF16,
author = {Bryan Hooi and
Hyun Ah Song and
Alex Beutel and
Neil Shah and
Kijung Shin and
Christos Faloutsos},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {{FRAUDAR:} Bounding Graph Fraud in the Face of Camouflage},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {895--904},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939747},
doi = {10.1145/2939672.2939747},
timestamp = {Tue, 06 Nov 2018 16:59:37 +0100},
biburl = {https://dblp.org/rec/conf/kdd/HooiSBSSF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/HooiSPAF16,
author = {Bryan Hooi and
Hyun Ah Song and
Evangelos E. Papalexakis and
Rakesh Agrawal and
Christos Faloutsos},
editor = {James Bailey and
Latifur Khan and
Takashi Washio and
Gillian Dobbie and
Joshua Zhexue Huang and
Ruili Wang},
title = {Matrices, Compression, Learning Curves: Formulation, and the GroupNteach
Algorithms},
booktitle = {Advances in Knowledge Discovery and Data Mining - 20th Pacific-Asia
Conference, {PAKDD} 2016, Auckland, New Zealand, April 19-22, 2016,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9652},
pages = {376--387},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-31750-2\_30},
doi = {10.1007/978-3-319-31750-2\_30},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/HooiSPAF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ShinHF16,
author = {Kijung Shin and
Bryan Hooi and
Christos Faloutsos},
editor = {Paolo Frasconi and
Niels Landwehr and
Giuseppe Manco and
Jilles Vreeken},
title = {M-Zoom: Fast Dense-Block Detection in Tensors with Quality Guarantees},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2016, Riva del Garda, Italy, September 19-23, 2016,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9851},
pages = {264--280},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46128-1\_17},
doi = {10.1007/978-3-319-46128-1\_17},
timestamp = {Thu, 05 Dec 2019 17:07:16 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ShinHF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HooiSBGAKMF16,
author = {Bryan Hooi and
Neil Shah and
Alex Beutel and
Stephan G{\"{u}}nnemann and
Leman Akoglu and
Mohit Kumar and
Disha Makhija and
Christos Faloutsos},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {{BIRDNEST:} Bayesian Inference for Ratings-Fraud Detection},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {495--503},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.56},
doi = {10.1137/1.9781611974348.56},
timestamp = {Fri, 26 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/HooiSBGAKMF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HooiSPAF15,
author = {Bryan Hooi and
Hyun Ah Song and
Evangelos E. Papalexakis and
Rakesh Agrawal and
Christos Faloutsos},
title = {Education, Learning and Information Theory},
booktitle = {{IEEE} International Conference on Data Mining Workshop, {ICDMW} 2015,
Atlantic City, NJ, USA, November 14-17, 2015},
pages = {269--272},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDMW.2015.201},
doi = {10.1109/ICDMW.2015.201},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HooiSPAF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/JiangBCHYF15,
author = {Meng Jiang and
Alex Beutel and
Peng Cui and
Bryan Hooi and
Shiqiang Yang and
Christos Faloutsos},
editor = {Charu C. Aggarwal and
Zhi{-}Hua Zhou and
Alexander Tuzhilin and
Hui Xiong and
Xindong Wu},
title = {A General Suspiciousness Metric for Dense Blocks in Multimodal Data},
booktitle = {2015 {IEEE} International Conference on Data Mining, {ICDM} 2015,
Atlantic City, NJ, USA, November 14-17, 2015},
pages = {781--786},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDM.2015.61},
doi = {10.1109/ICDM.2015.61},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/JiangBCHYF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShahBHAGMKF15,
author = {Neil Shah and
Alex Beutel and
Bryan Hooi and
Leman Akoglu and
Stephan G{\"{u}}nnemann and
Disha Makhija and
Mohit Kumar and
Christos Faloutsos},
title = {EdgeCentric: Anomaly Detection in Edge-Attributed Networks},
journal = {CoRR},
volume = {abs/1510.05544},
year = {2015},
url = {http://arxiv.org/abs/1510.05544},
eprinttype = {arXiv},
eprint = {1510.05544},
timestamp = {Fri, 26 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ShahBHAGMKF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HooiSBGAKMF15,
author = {Bryan Hooi and
Neil Shah and
Alex Beutel and
Stephan G{\"{u}}nnemann and
Leman Akoglu and
Mohit Kumar and
Disha Makhija and
Christos Faloutsos},
title = {{BIRDNEST:} Bayesian Inference for Ratings-Fraud Detection},
journal = {CoRR},
volume = {abs/1511.06030},
year = {2015},
url = {http://arxiv.org/abs/1511.06030},
eprinttype = {arXiv},
eprint = {1511.06030},
timestamp = {Fri, 26 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/HooiSBGAKMF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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