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ORCIDBibTeX records: Jundong Li
@article{DBLP:journals/tkdd/HuangMLGSC24,
author = {Qiang Huang and
Jing Ma and
Jundong Li and
Ruocheng Guo and
Huiyan Sun and
Yi Chang},
title = {Modeling Interference for Individual Treatment Effect Estimation from
Networked Observational Data},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {18},
number = {3},
pages = {48:1--48:21},
year = {2024},
url = {https://doi.org/10.1145/3628449},
doi = {10.1145/3628449},
timestamp = {Sat, 10 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/HuangMLGSC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangDHCL24,
author = {Song Wang and
Yushun Dong and
Xiao Huang and
Chen Chen and
Jundong Li},
title = {Learning Hierarchical Task Structures for Few-shot Graph Classification},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {18},
number = {3},
pages = {67:1--67:20},
year = {2024},
url = {https://doi.org/10.1145/3635473},
doi = {10.1145/3635473},
timestamp = {Sat, 10 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/WangDHCL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/DingWLCL24,
author = {Kaize Ding and
Jianling Wang and
Jundong Li and
James Caverlee and
Huan Liu},
title = {Robust Graph Meta-Learning for Weakly Supervised Few-Shot Node Classification},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {18},
number = {4},
pages = {83:1--83:18},
year = {2024},
url = {https://doi.org/10.1145/3630260},
doi = {10.1145/3630260},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/DingWLCL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/YuYXCLH24,
author = {Junliang Yu and
Hongzhi Yin and
Xin Xia and
Tong Chen and
Jundong Li and
Zi Huang},
title = {Self-Supervised Learning for Recommender Systems: {A} Survey},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {1},
pages = {335--355},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3282907},
doi = {10.1109/TKDE.2023.3282907},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/YuYXCLH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/TanZHCLH24,
author = {Qiaoyu Tan and
Xin Zhang and
Xiao Huang and
Hao Chen and
Jundong Li and
Xia Hu},
title = {Collaborative Graph Neural Networks for Attributed Network Embedding},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {3},
pages = {972--986},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3298002},
doi = {10.1109/TKDE.2023.3298002},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/TanZHCLH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-13446,
author = {Zhen Tan and
Alimohammad Beigi and
Song Wang and
Ruocheng Guo and
Amrita Bhattacharjee and
Bohan Jiang and
Mansooreh Karami and
Jundong Li and
Lu Cheng and
Huan Liu},
title = {Large Language Models for Data Annotation: {A} Survey},
journal = {CoRR},
volume = {abs/2402.13446},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.13446},
doi = {10.48550/ARXIV.2402.13446},
eprinttype = {arXiv},
eprint = {2402.13446},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-13446.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-01071,
author = {Song Wang and
Zhen Tan and
Xinyu Zhao and
Tianlong Chen and
Huan Liu and
Jundong Li},
title = {GraphRCG: Self-conditioned Graph Generation via Bootstrapped Representations},
journal = {CoRR},
volume = {abs/2403.01071},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.01071},
doi = {10.48550/ARXIV.2403.01071},
eprinttype = {arXiv},
eprint = {2403.01071},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-01071.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-08946,
author = {Xuansheng Wu and
Haiyan Zhao and
Yaochen Zhu and
Yucheng Shi and
Fan Yang and
Tianming Liu and
Xiaoming Zhai and
Wenlin Yao and
Jundong Li and
Mengnan Du and
Ninghao Liu},
title = {Usable {XAI:} 10 Strategies Towards Exploiting Explainability in the
{LLM} Era},
journal = {CoRR},
volume = {abs/2403.08946},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.08946},
doi = {10.48550/ARXIV.2403.08946},
eprinttype = {arXiv},
eprint = {2403.08946},
timestamp = {Fri, 05 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-08946.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aimatters/MaWYLHT23,
author = {Jing Ma and
Mengting Wan and
Longqi Yang and
Jundong Li and
Brent J. Hecht and
Jaime Teevan},
title = {Causal Effect Estimation under Interference on Hypergraphs},
journal = {{AI} Matters},
volume = {9},
number = {2},
pages = {15--19},
year = {2023},
url = {https://doi.org/10.1145/3609468.3609472},
doi = {10.1145/3609468.3609472},
timestamp = {Fri, 20 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aimatters/MaWYLHT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biodatamining/LuoLMSLRH23,
author = {Jing Luo and
Jundong Li and
Qi Mao and
Zhenghao Shi and
Haiqin Liu and
Xiaoyong Ren and
Xinhong Hei},
title = {Overlapping filter bank convolutional neural network for multisubject
multicategory motor imagery brain-computer interface},
journal = {BioData Min.},
volume = {16},
number = {1},
year = {2023},
url = {https://doi.org/10.1186/s13040-023-00336-y},
doi = {10.1186/S13040-023-00336-Y},
timestamp = {Fri, 15 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/biodatamining/LuoLMSLRH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/PengL0LZ0H23,
author = {Zhen Peng and
Minnan Luo and
Wenbing Huang and
Jundong Li and
Qinghua Zheng and
Fuchun Sun and
Junzhou Huang},
title = {Learning Representations by Graphical Mutual Information Estimation
and Maximization},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {1},
pages = {722--737},
year = {2023},
url = {https://doi.org/10.1109/TPAMI.2022.3147886},
doi = {10.1109/TPAMI.2022.3147886},
timestamp = {Tue, 27 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/PengL0LZ0H23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/YueLL23,
author = {Han Yue and
Jundong Li and
Hongfu Liu},
title = {Second-Order Unsupervised Feature Selection via Knowledge Contrastive
Distillation},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {12},
pages = {15577--15587},
year = {2023},
url = {https://doi.org/10.1109/TPAMI.2023.3311617},
doi = {10.1109/TPAMI.2023.3311617},
timestamp = {Fri, 01 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/YueLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/DongMWCL23,
author = {Yushun Dong and
Jing Ma and
Song Wang and
Chen Chen and
Jundong Li},
title = {Fairness in Graph Mining: {A} Survey},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {10},
pages = {10583--10602},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2023.3265598},
doi = {10.1109/TKDE.2023.3265598},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/DongMWCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/DongW0LL23,
author = {Yushun Dong and
Song Wang and
Jing Ma and
Ninghao Liu and
Jundong Li},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Interpreting Unfairness in Graph Neural Networks via Training Node
Attribution},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {7441--7449},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i6.25905},
doi = {10.1609/AAAI.V37I6.25905},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/DongW0LL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LeiWZFCLZL23,
author = {Zhenyu Lei and
Herun Wan and
Wenqian Zhang and
Shangbin Feng and
Zilong Chen and
Jundong Li and
Qinghua Zheng and
Minnan Luo},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {{BIC:} Twitter Bot Detection with Text-Graph Interaction and Semantic
Consistency},
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 = {10326--10340},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-long.575},
doi = {10.18653/V1/2023.ACL-LONG.575},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/LeiWZFCLZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acssc/WangL23a,
author = {Song Wang and
Jundong Li},
title = {Generative Few-shot Graph Classification: An Adaptive Perspective},
booktitle = {57th Asilomar Conference on Signals, Systems, and Computers, {ACSSC}
2023, Pacific Grove, CA, USA, October 29 - Nov. 1, 2023},
pages = {317--321},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IEEECONF59524.2023.10476800},
doi = {10.1109/IEEECONF59524.2023.10476800},
timestamp = {Tue, 09 Apr 2024 10:37:41 +0200},
biburl = {https://dblp.org/rec/conf/acssc/WangL23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ShiDTLL23,
author = {Yucheng Shi and
Yushun Dong and
Qiaoyu Tan and
Jundong Li and
Ninghao Liu},
editor = {Ingo Frommholz and
Frank Hopfgartner and
Mark Lee and
Michael Oakes and
Mounia Lalmas and
Min Zhang and
Rodrygo L. T. Santos},
title = {GiGaMAE: Generalizable Graph Masked Autoencoder via Collaborative
Latent Space Reconstruction},
booktitle = {Proceedings of the 32nd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
October 21-25, 2023},
pages = {2259--2269},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583780.3614894},
doi = {10.1145/3583780.3614894},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ShiDTLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/Wang00L23,
author = {Song Wang and
Jing Ma and
Lu Cheng and
Jundong Li},
editor = {Kobi Gal and
Ann Now{\'{e}} and
Grzegorz J. Nalepa and
Roy Fairstein and
Roxana Radulescu},
title = {Fair Few-Shot Learning with Auxiliary Sets},
booktitle = {{ECAI} 2023 - 26th European Conference on Artificial Intelligence,
September 30 - October 4, 2023, Krak{\'{o}}w, Poland - Including
12th Conference on Prestigious Applications of Intelligent Systems
{(PAIS} 2023)},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {372},
pages = {2517--2524},
publisher = {{IOS} Press},
year = {2023},
url = {https://doi.org/10.3233/FAIA230556},
doi = {10.3233/FAIA230556},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecai/Wang00L23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WangTGL23,
author = {Song Wang and
Zhen Tan and
Ruocheng Guo and
Jundong Li},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Noise-Robust Fine-Tuning of Pretrained Language Models via External
Guidance},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2023, Singapore, December 6-10, 2023},
pages = {12528--12540},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-emnlp.834},
doi = {10.18653/V1/2023.FINDINGS-EMNLP.834},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/WangTGL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/PengLLXZ23,
author = {Zhen Peng and
Minnan Luo and
Jundong Li and
Luguo Xue and
Qinghua Zheng},
title = {A Deep Multi-View Framework for Anomaly Detection on Attributed Networks
(Extended Abstract)},
booktitle = {39th {IEEE} International Conference on Data Engineering, {ICDE} 2023,
Anaheim, CA, USA, April 3-7, 2023},
pages = {3799--3800},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDE55515.2023.00326},
doi = {10.1109/ICDE55515.2023.00326},
timestamp = {Thu, 27 Jul 2023 14:59:05 +0200},
biburl = {https://dblp.org/rec/conf/icde/PengLLXZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ichi/FuCDVKML23,
author = {Xingbo Fu and
Chen Chen and
Yushun Dong and
Anil Vullikanti and
Eili Klein and
Gregory Madden and
Jundong Li},
title = {Spatial-Temporal Networks for Antibiogram Pattern Prediction},
booktitle = {11th {IEEE} International Conference on Healthcare Informatics, {ICHI}
2023, Houston, TX, USA, June 26-29, 2023},
pages = {225--234},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICHI57859.2023.00039},
doi = {10.1109/ICHI57859.2023.00039},
timestamp = {Wed, 17 Jan 2024 17:11:28 +0100},
biburl = {https://dblp.org/rec/conf/ichi/FuCDVKML23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/0002WYLHT23,
author = {Jing Ma and
Mengting Wan and
Longqi Yang and
Jundong Li and
Brent J. Hecht and
Jaime Teevan},
title = {Learning Causal Effects on Hypergraphs (Extended Abstract)},
booktitle = {Proceedings of the Thirty-Second International Joint Conference on
Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
SAR, China},
pages = {6463--6467},
publisher = {ijcai.org},
year = {2023},
url = {https://doi.org/10.24963/ijcai.2023/721},
doi = {10.24963/IJCAI.2023/721},
timestamp = {Mon, 28 Aug 2023 17:23:07 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/0002WYLHT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0002GZL23,
author = {Jing Ma and
Ruocheng Guo and
Aidong Zhang and
Jundong Li},
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 = {Learning for Counterfactual Fairness from Observational Data},
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 = {1620--1630},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599408},
doi = {10.1145/3580305.3599408},
timestamp = {Mon, 25 Sep 2023 08:29:22 +0200},
biburl = {https://dblp.org/rec/conf/kdd/0002GZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangLL0DDZ23,
author = {Jihong Wang and
Minnan Luo and
Jundong Li and
Yun Lin and
Yushun Dong and
Jin Song Dong and
Qinghua Zheng},
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 = {Empower Post-hoc Graph Explanations with Information Bottleneck: {A}
Pre-training and Fine-tuning Perspective},
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 = {2349--2360},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599330},
doi = {10.1145/3580305.3599330},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WangLL0DDZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangFDCCL23,
author = {Song Wang and
Xingbo Fu and
Kaize Ding and
Chen Chen and
Huiyuan Chen and
Jundong Li},
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 = {Federated Few-shot Learning},
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 = {2374--2385},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599347},
doi = {10.1145/3580305.3599347},
timestamp = {Tue, 22 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WangFDCCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangTLL23,
author = {Song Wang and
Zhen Tan and
Huan Liu and
Jundong Li},
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 = {Contrastive Meta-Learning for Few-shot Node Classification},
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 = {2386--2397},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599288},
doi = {10.1145/3580305.3599288},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WangTLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhuMWGHL23,
author = {Yaochen Zhu and
Jing Ma and
Liang Wu and
Qi Guo and
Liangjie Hong and
Jundong Li},
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 = {Path-Specific Counterfactual Fairness for Recommender Systems},
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 = {3638--3649},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599462},
doi = {10.1145/3580305.3599462},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhuMWGHL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/MaCVMMBL23,
author = {Jing Ma and
Chen Chen and
Anil Vullikanti and
Ritwick Mishra and
Gregory Madden and
Daniel Borrajo and
Jundong Li},
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 = {A Look into Causal Effects under Entangled Treatment in Graphs: Investigating
the Impact of Contact on {MRSA} Infection},
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 = {4584--4594},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599763},
doi = {10.1145/3580305.3599763},
timestamp = {Tue, 22 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/MaCVMMBL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DongKSL23,
author = {Yushun Dong and
Oyku Deniz Kose and
Yanning Shen and
Jundong Li},
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 = {Fairness in Graph Machine Learning: Recent Advances and Future Prospectives},
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 = {5794--5795},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599555},
doi = {10.1145/3580305.3599555},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/DongKSL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangXJMWXLJW23,
author = {Chuxu Zhang and
Dongkuan Xu and
Mojan Javaheripi and
Subhabrata Mukherjee and
Lingfei Wu and
Yinglong Xia and
Jundong Li and
Meng Jiang and
Yanzhi Wang},
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 = {RelKD 2023: International Workshop on Resource-Efficient Learning
for Knowledge Discovery},
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 = {5901--5902},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599228},
doi = {10.1145/3580305.3599228},
timestamp = {Sun, 20 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhangXJMWXLJW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DongZYZWL23,
author = {Yushun Dong and
Binchi Zhang and
Yiling Yuan and
Na Zou and
Qi Wang and
Jundong Li},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {{RELIANT:} Fair Knowledge Distillation for Graph Neural Networks},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {154--162},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch18},
doi = {10.1137/1.9781611977653.CH18},
timestamp = {Tue, 17 Oct 2023 16:39:08 +0200},
biburl = {https://dblp.org/rec/conf/sdm/DongZYZWL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/DongLS23,
author = {Yushun Dong and
Jundong Li and
Tobias Schnabel},
editor = {Hsin{-}Hsi Chen and
Wei{-}Jou (Edward) Duh and
Hen{-}Hsen Huang and
Makoto P. Kato and
Josiane Mothe and
Barbara Poblete},
title = {When Newer is Not Better: Does Deep Learning Really Benefit Recommendation
From Implicit Feedback?},
booktitle = {Proceedings of the 46th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, {SIGIR} 2023, Taipei,
Taiwan, July 23-27, 2023},
pages = {942--952},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3539618.3591785},
doi = {10.1145/3539618.3591785},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/DongLS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/WangDDCL23,
author = {Song Wang and
Yushun Dong and
Kaize Ding and
Chen Chen and
Jundong Li},
editor = {Tat{-}Seng Chua and
Hady W. Lauw and
Luo Si and
Evimaria Terzi and
Panayiotis Tsaparas},
title = {Few-shot Node Classification with Extremely Weak Supervision},
booktitle = {Proceedings of the Sixteenth {ACM} International Conference on Web
Search and Data Mining, {WSDM} 2023, Singapore, 27 February 2023 -
3 March 2023},
pages = {276--284},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3539597.3570435},
doi = {10.1145/3539597.3570435},
timestamp = {Thu, 16 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/WangDDCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/TanCFZZLL23,
author = {Zhaoxuan Tan and
Zilong Chen and
Shangbin Feng and
Qingyue Zhang and
Qinghua Zheng and
Jundong Li and
Minnan Luo},
editor = {Ying Ding and
Jie Tang and
Juan F. Sequeda and
Lora Aroyo and
Carlos Castillo and
Geert{-}Jan Houben},
title = {{KRACL:} Contrastive Learning with Graph Context Modeling for Sparse
Knowledge Graph Completion},
booktitle = {Proceedings of the {ACM} Web Conference 2023, {WWW} 2023, Austin,
TX, USA, 30 April 2023 - 4 May 2023},
pages = {2548--2559},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3543507.3583412},
doi = {10.1145/3543507.3583412},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/TanCFZZLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-00910,
author = {Yaochen Zhu and
Jing Ma and
Jundong Li},
title = {Causal Inference in Recommender Systems: {A} Survey of Strategies
for Bias Mitigation, Explanation, and Generalization},
journal = {CoRR},
volume = {abs/2301.00910},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.00910},
doi = {10.48550/ARXIV.2301.00910},
eprinttype = {arXiv},
eprint = {2301.00910},
timestamp = {Fri, 11 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-00910.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-01150,
author = {Yushun Dong and
Binchi Zhang and
Yiling Yuan and
Na Zou and
Qi Wang and
Jundong Li},
title = {{RELIANT:} Fair Knowledge Distillation for Graph Neural Networks},
journal = {CoRR},
volume = {abs/2301.01150},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.01150},
doi = {10.48550/ARXIV.2301.01150},
eprinttype = {arXiv},
eprint = {2301.01150},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-01150.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-02708,
author = {Song Wang and
Yushun Dong and
Kaize Ding and
Chen Chen and
Jundong Li},
title = {Few-shot Node Classification with Extremely Weak Supervision},
journal = {CoRR},
volume = {abs/2301.02708},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.02708},
doi = {10.48550/ARXIV.2301.02708},
eprinttype = {arXiv},
eprint = {2301.02708},
timestamp = {Tue, 22 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-02708.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-01761,
author = {Xingbo Fu and
Chen Chen and
Yushun Dong and
Anil Vullikanti and
Eili Klein and
Gregory Madden and
Jundong Li},
title = {Spatial-Temporal Networks for Antibiogram Pattern Prediction},
journal = {CoRR},
volume = {abs/2305.01761},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.01761},
doi = {10.48550/ARXIV.2305.01761},
eprinttype = {arXiv},
eprint = {2305.01761},
timestamp = {Fri, 05 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-01761.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-01801,
author = {Yushun Dong and
Jundong Li and
Tobias Schnabel},
title = {When Newer is Not Better: Does Deep Learning Really Benefit Recommendation
From Implicit Feedback?},
journal = {CoRR},
volume = {abs/2305.01801},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.01801},
doi = {10.48550/ARXIV.2305.01801},
eprinttype = {arXiv},
eprint = {2305.01801},
timestamp = {Fri, 05 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-01801.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-02615,
author = {Yaochen Zhu and
Jing Ma and
Liang Wu and
Qi Guo and
Liangjie Hong and
Jundong Li},
title = {Path-Specific Counterfactual Fairness for Recommender Systems},
journal = {CoRR},
volume = {abs/2306.02615},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.02615},
doi = {10.48550/ARXIV.2306.02615},
eprinttype = {arXiv},
eprint = {2306.02615},
timestamp = {Fri, 11 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-02615.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-10234,
author = {Song Wang and
Xingbo Fu and
Kaize Ding and
Chen Chen and
Huiyuan Chen and
Jundong Li},
title = {Federated Few-shot Learning},
journal = {CoRR},
volume = {abs/2306.10234},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.10234},
doi = {10.48550/ARXIV.2306.10234},
eprinttype = {arXiv},
eprint = {2306.10234},
timestamp = {Tue, 22 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-10234.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-15154,
author = {Song Wang and
Zhen Tan and
Huan Liu and
Jundong Li},
title = {Contrastive Meta-Learning for Few-shot Node Classification},
journal = {CoRR},
volume = {abs/2306.15154},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.15154},
doi = {10.48550/ARXIV.2306.15154},
eprinttype = {arXiv},
eprint = {2306.15154},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-15154.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-08232,
author = {Jing Ma and
Ruocheng Guo and
Aidong Zhang and
Jundong Li},
title = {Learning for Counterfactual Fairness from Observational Data},
journal = {CoRR},
volume = {abs/2307.08232},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.08232},
doi = {10.48550/ARXIV.2307.08232},
eprinttype = {arXiv},
eprint = {2307.08232},
timestamp = {Tue, 25 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-08232.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-08237,
author = {Jing Ma and
Chen Chen and
Anil Vullikanti and
Ritwick Mishra and
Gregory Madden and
Daniel Borrajo and
Jundong Li},
title = {A Look into Causal Effects under Entangled Treatment in Graphs: Investigating
the Impact of Contact on {MRSA} Infection},
journal = {CoRR},
volume = {abs/2307.08237},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.08237},
doi = {10.48550/ARXIV.2307.08237},
eprinttype = {arXiv},
eprint = {2307.08237},
timestamp = {Fri, 11 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-08237.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-11981,
author = {Qiaoyu Tan and
Xin Zhang and
Xiao Huang and
Hao Chen and
Jundong Li and
Xia Hu},
title = {Collaborative Graph Neural Networks for Attributed Network Embedding},
journal = {CoRR},
volume = {abs/2307.11981},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.11981},
doi = {10.48550/ARXIV.2307.11981},
eprinttype = {arXiv},
eprint = {2307.11981},
timestamp = {Tue, 22 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-11981.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-09663,
author = {Yucheng Shi and
Yushun Dong and
Qiaoyu Tan and
Jundong Li and
Ninghao Liu},
title = {GiGaMAE: Generalizable Graph Masked Autoencoder via Collaborative
Latent Space Reconstruction},
journal = {CoRR},
volume = {abs/2308.09663},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.09663},
doi = {10.48550/ARXIV.2308.09663},
eprinttype = {arXiv},
eprint = {2308.09663},
timestamp = {Fri, 25 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-09663.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-14338,
author = {Song Wang and
Jing Ma and
Lu Cheng and
Jundong Li},
title = {Fair Few-shot Learning with Auxiliary Sets},
journal = {CoRR},
volume = {abs/2308.14338},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.14338},
doi = {10.48550/ARXIV.2308.14338},
eprinttype = {arXiv},
eprint = {2308.14338},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-14338.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-13822,
author = {Binchi Zhang and
Yushun Dong and
Chen Chen and
Yada Zhu and
Minnan Luo and
Jundong Li},
title = {Adversarial Attacks on Fairness of Graph Neural Networks},
journal = {CoRR},
volume = {abs/2310.13822},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.13822},
doi = {10.48550/ARXIV.2310.13822},
eprinttype = {arXiv},
eprint = {2310.13822},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-13822.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-14527,
author = {Xiaotian Han and
Kaixiong Zhou and
Ting{-}Hsiang Wang and
Jundong Li and
Fei Wang and
Na Zou},
title = {Marginal Nodes Matter: Towards Structure Fairness in Graphs},
journal = {CoRR},
volume = {abs/2310.14527},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.14527},
doi = {10.48550/ARXIV.2310.14527},
eprinttype = {arXiv},
eprint = {2310.14527},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-14527.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-14845,
author = {Mouxiang Chen and
Zemin Liu and
Chenghao Liu and
Jundong Li and
Qiheng Mao and
Jianling Sun},
title = {{ULTRA-DP:} Unifying Graph Pre-training with Multi-task Graph Dual
Prompt},
journal = {CoRR},
volume = {abs/2310.14845},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.14845},
doi = {10.48550/ARXIV.2310.14845},
eprinttype = {arXiv},
eprint = {2310.14845},
timestamp = {Mon, 30 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-14845.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-16218,
author = {Song Wang and
Yaochen Zhu and
Haochen Liu and
Zaiyi Zheng and
Chen Chen and
Jundong Li},
title = {Knowledge Editing for Large Language Models: {A} Survey},
journal = {CoRR},
volume = {abs/2310.16218},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.16218},
doi = {10.48550/ARXIV.2310.16218},
eprinttype = {arXiv},
eprint = {2310.16218},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-16218.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-01108,
author = {Song Wang and
Zhen Tan and
Ruocheng Guo and
Jundong Li},
title = {Noise-Robust Fine-Tuning of Pretrained Language Models via External
Guidance},
journal = {CoRR},
volume = {abs/2311.01108},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.01108},
doi = {10.48550/ARXIV.2311.01108},
eprinttype = {arXiv},
eprint = {2311.01108},
timestamp = {Tue, 07 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-01108.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-01343,
author = {Yaochen Zhu and
Liang Wu and
Qi Guo and
Liangjie Hong and
Jundong Li},
title = {Collaborative Large Language Model for Recommender Systems},
journal = {CoRR},
volume = {abs/2311.01343},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.01343},
doi = {10.48550/ARXIV.2311.01343},
eprinttype = {arXiv},
eprint = {2311.01343},
timestamp = {Tue, 07 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-01343.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-02757,
author = {Yushun Dong and
Binchi Zhang and
Hanghang Tong and
Jundong Li},
title = {{ELEGANT:} Certified Defense on the Fairness of Graph Neural Networks},
journal = {CoRR},
volume = {abs/2311.02757},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.02757},
doi = {10.48550/ARXIV.2311.02757},
eprinttype = {arXiv},
eprint = {2311.02757},
timestamp = {Wed, 08 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-02757.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-05014,
author = {Zhen Tan and
Lu Cheng and
Song Wang and
Yuan Bo and
Jundong Li and
Huan Liu},
title = {Interpreting Pretrained Language Models via Concept Bottlenecks},
journal = {CoRR},
volume = {abs/2311.05014},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.05014},
doi = {10.48550/ARXIV.2311.05014},
eprinttype = {arXiv},
eprint = {2311.05014},
timestamp = {Tue, 14 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-05014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-15148,
author = {Zihan Chen and
Jundong Li and
Cong Shen},
title = {Personalized Federated Learning with Attention-based Client Selection},
journal = {CoRR},
volume = {abs/2312.15148},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.15148},
doi = {10.48550/ARXIV.2312.15148},
eprinttype = {arXiv},
eprint = {2312.15148},
timestamp = {Thu, 18 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-15148.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/MaL22,
author = {Jing Ma and
Jundong Li},
title = {Learning Causality with Graphs},
journal = {{AI} Mag.},
volume = {43},
number = {4},
pages = {365--375},
year = {2022},
url = {https://doi.org/10.1002/aaai.12070},
doi = {10.1002/AAAI.12070},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aim/MaL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/CaiLWJ22,
author = {Lei Cai and
Jundong Li and
Jie Wang and
Shuiwang Ji},
title = {Line Graph Neural Networks for Link Prediction},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {44},
number = {9},
pages = {5103--5113},
year = {2022},
url = {https://doi.org/10.1109/TPAMI.2021.3080635},
doi = {10.1109/TPAMI.2021.3080635},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/CaiLWJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/FuZDCL22,
author = {Xingbo Fu and
Binchi Zhang and
Yushun Dong and
Chen Chen and
Jundong Li},
title = {Federated Graph Machine Learning: {A} Survey of Concepts, Techniques,
and Applications},
journal = {{SIGKDD} Explor.},
volume = {24},
number = {2},
pages = {32--47},
year = {2022},
url = {https://doi.org/10.1145/3575637.3575644},
doi = {10.1145/3575637.3575644},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigkdd/FuZDCL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/WangGLZZ22,
author = {Zongwei Wang and
Min Gao and
Jundong Li and
Junwei Zhang and
Jiang Zhong},
title = {Gray-Box Shilling Attack: An Adversarial Learning Approach},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {13},
number = {5},
pages = {82:1--82:21},
year = {2022},
url = {https://doi.org/10.1145/3512352},
doi = {10.1145/3512352},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tist/WangGLZZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/DongLLCZ22,
author = {Yixiang Dong and
Minnan Luo and
Jundong Li and
Deng Cai and
Qinghua Zheng},
title = {LookCom: Learning Optimal Network for Community Detection},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {34},
number = {2},
pages = {764--775},
year = {2022},
url = {https://doi.org/10.1109/TKDE.2020.2987784},
doi = {10.1109/TKDE.2020.2987784},
timestamp = {Tue, 08 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/DongLLCZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/PengLLXZ22,
author = {Zhen Peng and
Minnan Luo and
Jundong Li and
Luguo Xue and
Qinghua Zheng},
title = {A Deep Multi-View Framework for Anomaly Detection on Attributed Networks},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {34},
number = {6},
pages = {2539--2552},
year = {2022},
url = {https://doi.org/10.1109/TKDE.2020.3015098},
doi = {10.1109/TKDE.2020.3015098},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/PengLLXZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/YuYLGHC22,
author = {Junliang Yu and
Hongzhi Yin and
Jundong Li and
Min Gao and
Zi Huang and
Lizhen Cui},
title = {Enhancing Social Recommendation With Adversarial Graph Convolutional
Networks},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {34},
number = {8},
pages = {3727--3739},
year = {2022},
url = {https://doi.org/10.1109/TKDE.2020.3033673},
doi = {10.1109/TKDE.2020.3033673},
timestamp = {Mon, 08 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/YuYLGHC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/DingSSLL22,
author = {Kaize Ding and
Kai Shu and
Xuan Shan and
Jundong Li and
Huan Liu},
title = {Cross-Domain Graph Anomaly Detection},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {33},
number = {6},
pages = {2406--2415},
year = {2022},
url = {https://doi.org/10.1109/TNNLS.2021.3110982},
doi = {10.1109/TNNLS.2021.3110982},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/DingSSLL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/WangDHCL22,
author = {Song Wang and
Yushun Dong and
Xiao Huang and
Chen Chen and
Jundong Li},
editor = {Luc De Raedt},
title = {{FAITH:} Few-Shot Graph Classification with Hierarchical Task Graphs},
booktitle = {Proceedings of the Thirty-First International Joint Conference on
Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July
2022},
pages = {2284--2290},
publisher = {ijcai.org},
year = {2022},
url = {https://doi.org/10.24963/ijcai.2022/317},
doi = {10.24963/IJCAI.2022/317},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/WangDHCL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhangDL0YC022,
author = {Chuxu Zhang and
Kaize Ding and
Jundong Li and
Xiangliang Zhang and
Yanfang Ye and
Nitesh V. Chawla and
Huan Liu},
editor = {Luc De Raedt},
title = {Few-Shot Learning on Graphs},
booktitle = {Proceedings of the Thirty-First International Joint Conference on
Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July
2022},
pages = {5662--5669},
publisher = {ijcai.org},
year = {2022},
url = {https://doi.org/10.24963/ijcai.2022/789},
doi = {10.24963/IJCAI.2022/789},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ZhangDL0YC022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DongWWDL22,
author = {Yushun Dong and
Song Wang and
Yu Wang and
Tyler Derr and
Jundong Li},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {On Structural Explanation of Bias in Graph Neural Networks},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {316--326},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539319},
doi = {10.1145/3534678.3539319},
timestamp = {Mon, 28 Aug 2023 21:17:29 +0200},
biburl = {https://dblp.org/rec/conf/kdd/DongWWDL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/MaWYLHT22,
author = {Jing Ma and
Mengting Wan and
Longqi Yang and
Jundong Li and
Brent J. Hecht and
Jaime Teevan},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Learning Causal Effects on Hypergraphs},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {1202--1212},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539299},
doi = {10.1145/3534678.3539299},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/MaWYLHT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SongDLL22,
author = {Weihao Song and
Yushun Dong and
Ninghao Liu and
Jundong Li},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {{GUIDE:} Group Equality Informed Individual Fairness in Graph Neural
Networks},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {1625--1634},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539346},
doi = {10.1145/3534678.3539346},
timestamp = {Mon, 15 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/SongDLL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangDZCL22,
author = {Song Wang and
Kaize Ding and
Chuxu Zhang and
Chen Chen and
Jundong Li},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Task-Adaptive Few-shot Node Classification},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {1910--1919},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539265},
doi = {10.1145/3534678.3539265},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/WangDZCL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangZDCLD22,
author = {Yu Wang and
Yuying Zhao and
Yushun Dong and
Huiyuan Chen and
Jundong Li and
Tyler Derr},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Improving Fairness in Graph Neural Networks via Mitigating Sensitive
Attribute Leakage},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {1938--1948},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539404},
doi = {10.1145/3534678.3539404},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/WangZDCLD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PangLHCD22,
author = {Guansong Pang and
Jundong Li and
Anton van den Hengel and
Longbing Cao and
Thomas G. Dietterich},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {{ANDEA:} Anomaly and Novelty Detection, Explanation, and Accommodation},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {4892--4893},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3542910},
doi = {10.1145/3534678.3542910},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/PangLHCD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/TanWDL022,
author = {Zhen Tan and
Song Wang and
Kaize Ding and
Jundong Li and
Huan Liu},
editor = {Bastian Rieck and
Razvan Pascanu},
title = {Transductive Linear Probing: {A} Novel Framework for Few-Shot Node
Classification},
booktitle = {Learning on Graphs Conference, LoG 2022, 9-12 December 2022, Virtual
Event},
series = {Proceedings of Machine Learning Research},
volume = {198},
pages = {4},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v198/tan22a.html},
timestamp = {Fri, 17 Feb 2023 16:29:10 +0100},
biburl = {https://dblp.org/rec/conf/log/TanWDL022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/ZhangFCLLL22,
author = {Wenqian Zhang and
Shangbin Feng and
Zilong Chen and
Zhenyu Lei and
Jundong Li and
Minnan Luo},
editor = {Marine Carpuat and
Marie{-}Catherine de Marneffe and
Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
title = {{KCD:} Knowledge Walks and Textual Cues Enhanced Political Perspective
Detection in News Media},
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 = {4129--4140},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.naacl-main.304},
doi = {10.18653/V1/2022.NAACL-MAIN.304},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/ZhangFCLLL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FengTWWCZZZLYFZ22,
author = {Shangbin Feng and
Zhaoxuan Tan and
Herun Wan and
Ningnan Wang and
Zilong Chen and
Binchi Zhang and
Qinghua Zheng and
Wenqian Zhang and
Zhenyu Lei and
Shujie Yang and
Xinshun Feng and
Qingyue Zhang and
Hongrui Wang and
Yuhan Liu and
Yuyang Bai and
Heng Wang and
Zijian Cai and
Yanbo Wang and
Lijing Zheng and
Zihan Ma and
Jundong Li and
Minnan Luo},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {TwiBot-22: Towards Graph-Based Twitter Bot Detection},
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/e4fd610b1d77699a02df07ae97de992a-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Tue, 16 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/FengTWWCZZZLYFZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiuDZDHZDCPSSLC22,
author = {Kay Liu and
Yingtong Dou and
Yue Zhao and
Xueying Ding and
Xiyang Hu and
Ruitong Zhang and
Kaize Ding and
Canyu Chen and
Hao Peng and
Kai Shu and
Lichao Sun and
Jundong Li and
George H. Chen and
Zhihao Jia and
Philip S. Yu},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {{BOND:} Benchmarking Unsupervised Outlier Node Detection on Static
Attributed Graphs},
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/acc1ec4a9c780006c9aafd595104816b-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiuDZDHZDCPSSLC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MaGMZL22,
author = {Jing Ma and
Ruocheng Guo and
Saumitra Mishra and
Aidong Zhang and
Jundong Li},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {{CLEAR:} Generative Counterfactual Explanations on Graphs},
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/a69d7f3a1340d55c720e572742439eaf-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MaGMZL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangCL22a,
author = {Song Wang and
Chen Chen and
Jundong Li},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Graph Few-shot Learning with Task-specific Structures},
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/fe47dd3fd8e7eb43187d42d65083e383-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WangCL22a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/XuHZDL22,
author = {Zhiming Xu and
Xiao Huang and
Yue Zhao and
Yushun Dong and
Jundong Li},
editor = {Jo{\~{a}}o Gama and
Tianrui Li and
Yang Yu and
Enhong Chen and
Yu Zheng and
Fei Teng},
title = {Contrastive Attributed Network Anomaly Detection with Data Augmentation},
booktitle = {Advances in Knowledge Discovery and Data Mining - 26th Pacific-Asia
Conference, {PAKDD} 2022, Chengdu, China, May 16-19, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13281},
pages = {444--457},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-05936-0\_35},
doi = {10.1007/978-3-031-05936-0\_35},
timestamp = {Thu, 20 Apr 2023 09:06:59 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/XuHZDL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HuangMLSC22,
author = {Qiang Huang and
Jing Ma and
Jundong Li and
Huiyan Sun and
Yi Chang},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {SemiITE: Semi-supervised Individual Treatment Effect Estimation via
Disagreement-Based Co-training},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {13716},
pages = {400--417},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26412-2\_25},
doi = {10.1007/978-3-031-26412-2\_25},
timestamp = {Fri, 11 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HuangMLSC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/HuangMDFL22,
author = {Zheng Huang and
Jing Ma and
Yushun Dong and
Natasha Zhang Foutz and
Jundong Li},
editor = {Enrique Amig{\'{o}} and
Pablo Castells and
Julio Gonzalo and
Ben Carterette and
J. Shane Culpepper and
Gabriella Kazai},
title = {Empowering Next {POI} Recommendation with Multi-Relational Modeling},
booktitle = {{SIGIR} '22: The 45th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, Madrid, Spain, July 11 -
15, 2022},
pages = {2034--2038},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3477495.3531801},
doi = {10.1145/3477495.3531801},
timestamp = {Wed, 03 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/HuangMDFL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/MaGWYZL22,
author = {Jing Ma and
Ruocheng Guo and
Mengting Wan and
Longqi Yang and
Aidong Zhang and
Jundong Li},
editor = {K. Selcuk Candan and
Huan Liu and
Leman Akoglu and
Xin Luna Dong and
Jiliang Tang},
title = {Learning Fair Node Representations with Graph Counterfactual Fairness},
booktitle = {{WSDM} '22: The Fifteenth {ACM} International Conference on Web Search
and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25,
2022},
pages = {695--703},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3488560.3498391},
doi = {10.1145/3488560.3498391},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/MaGWYZL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/DingLCL22,
author = {Kaize Ding and
Jundong Li and
Nitesh V. Chawla and
Huan Liu},
editor = {K. Selcuk Candan and
Huan Liu and
Leman Akoglu and
Xin Luna Dong and
Jiliang Tang},
title = {Graph Minimally-supervised Learning},
booktitle = {{WSDM} '22: The Fifteenth {ACM} International Conference on Web Search
and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25,
2022},
pages = {1620--1622},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3488560.3501390},
doi = {10.1145/3488560.3501390},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/DingLCL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/HanJLSLH22,
author = {Xiaotian Han and
Zhimeng Jiang and
Ninghao Liu and
Qingquan Song and
Jundong Li and
Xia Hu},
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 = {Geometric Graph Representation Learning via Maximizing Rate Reduction},
booktitle = {{WWW} '22: The {ACM} Web Conference 2022, Virtual Event, Lyon, France,
April 25 - 29, 2022},
pages = {1226--1237},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3485447.3512170},
doi = {10.1145/3485447.3512170},
timestamp = {Thu, 23 Jun 2022 19:54:34 +0200},
biburl = {https://dblp.org/rec/conf/www/HanJLSLH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/DongLJL22,
author = {Yushun Dong and
Ninghao Liu and
Brian Jalaian and
Jundong Li},
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 = {{EDITS:} Modeling and Mitigating Data Bias for Graph Neural Networks},
booktitle = {{WWW} '22: The {ACM} Web Conference 2022, Virtual Event, Lyon, France,
April 25 - 29, 2022},
pages = {1259--1269},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3485447.3512173},
doi = {10.1145/3485447.3512173},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/DongLJL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/WangLLW22,
author = {Nan Wang and
Lu Lin and
Jundong Li and
Hongning Wang},
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 = {Unbiased Graph Embedding with Biased Graph Observations},
booktitle = {{WWW} '22: The {ACM} Web Conference 2022, Virtual Event, Lyon, France,
April 25 - 29, 2022},
pages = {1423--1433},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3485447.3512189},
doi = {10.1145/3485447.3512189},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/WangLLW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/MaDHML22,
author = {Jing Ma and
Yushun Dong and
Zheng Huang and
Daniel Mietchen and
Jundong Li},
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 = {Assessing the Causal Impact of {COVID-19} Related Policies on Outbreak
Dynamics: {A} Case Study in the {US}},
booktitle = {{WWW} '22: The {ACM} Web Conference 2022, Virtual Event, Lyon, France,
April 25 - 29, 2022},
pages = {2678--2686},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3485447.3512139},
doi = {10.1145/3485447.3512139},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/MaDHML22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-03662,
author = {Jing Ma and
Ruocheng Guo and
Mengting Wan and
Longqi Yang and
Aidong Zhang and
Jundong Li},
title = {Learning Fair Node Representations with Graph Counterfactual Fairness},
journal = {CoRR},
volume = {abs/2201.03662},
year = {2022},
url = {https://arxiv.org/abs/2201.03662},
eprinttype = {arXiv},
eprint = {2201.03662},
timestamp = {Fri, 05 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-03662.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-08557,
author = {Jihong Wang and
Minnan Luo and
Jundong Li and
Ziqi Liu and
Jun Zhou and
Qinghua Zheng},
title = {Robust Unsupervised Graph Representation Learning via Mutual Information
Maximization},
journal = {CoRR},
volume = {abs/2201.08557},
year = {2022},
url = {https://arxiv.org/abs/2201.08557},
eprinttype = {arXiv},
eprint = {2201.08557},
timestamp = {Wed, 19 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-08557.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-06241,
author = {Xiaotian Han and
Zhimeng Jiang and
Ninghao Liu and
Qingquan Song and
Jundong Li and
Xia Hu},
title = {Geometric Graph Representation Learning via Maximizing Rate Reduction},
journal = {CoRR},
volume = {abs/2202.06241},
year = {2022},
url = {https://arxiv.org/abs/2202.06241},
eprinttype = {arXiv},
eprint = {2202.06241},
timestamp = {Fri, 18 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-06241.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-09308,
author = {Chuxu Zhang and
Kaize Ding and
Jundong Li and
Xiangliang Zhang and
Yanfang Ye and
Nitesh V. Chawla and
Huan Liu},
title = {Few-Shot Learning on Graphs: {A} Survey},
journal = {CoRR},
volume = {abs/2203.09308},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.09308},
doi = {10.48550/ARXIV.2203.09308},
eprinttype = {arXiv},
eprint = {2203.09308},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-09308.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-15876,
author = {Junliang Yu and
Hongzhi Yin and
Xin Xia and
Tong Chen and
Jundong Li and
Zi Huang},
title = {Self-Supervised Learning for Recommender Systems: {A} Survey},
journal = {CoRR},
volume = {abs/2203.15876},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.15876},
doi = {10.48550/ARXIV.2203.15876},
eprinttype = {arXiv},
eprint = {2203.15876},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-15876.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-04046,
author = {Wenqian Zhang and
Shangbin Feng and
Zilong Chen and
Zhenyu Lei and
Jundong Li and
Minnan Luo},
title = {{KCD:} Knowledge Walks and Textual Cues Enhanced Political Perspective
Detection in News Media},
journal = {CoRR},
volume = {abs/2204.04046},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.04046},
doi = {10.48550/ARXIV.2204.04046},
eprinttype = {arXiv},
eprint = {2204.04046},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-04046.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-09888,
author = {Yushun Dong and
Jing Ma and
Chen Chen and
Jundong Li},
title = {Fairness in Graph Mining: {A} Survey},
journal = {CoRR},
volume = {abs/2204.09888},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.09888},
doi = {10.48550/ARXIV.2204.09888},
eprinttype = {arXiv},
eprint = {2204.09888},
timestamp = {Sun, 30 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-09888.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-12288,
author = {Zheng Huang and
Jing Ma and
Yushun Dong and
Natasha Zhang Foutz and
Jundong Li},
title = {Empowering Next {POI} Recommendation with Multi-Relational Modeling},
journal = {CoRR},
volume = {abs/2204.12288},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.12288},
doi = {10.48550/ARXIV.2204.12288},
eprinttype = {arXiv},
eprint = {2204.12288},
timestamp = {Sun, 30 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-12288.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-02435,
author = {Song Wang and
Yushun Dong and
Xiao Huang and
Chen Chen and
Jundong Li},
title = {{FAITH:} Few-Shot Graph Classification with Hierarchical Task Graphs},
journal = {CoRR},
volume = {abs/2205.02435},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.02435},
doi = {10.48550/ARXIV.2205.02435},
eprinttype = {arXiv},
eprint = {2205.02435},
timestamp = {Tue, 22 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-02435.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-09934,
author = {Qinghua Zheng and
Jihong Wang and
Minnan Luo and
Yaoliang Yu and
Jundong Li and
Lina Yao and
Xiaojun Chang},
title = {Towards Explanation for Unsupervised Graph-Level Representation Learning},
journal = {CoRR},
volume = {abs/2205.09934},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.09934},
doi = {10.48550/ARXIV.2205.09934},
eprinttype = {arXiv},
eprint = {2205.09934},
timestamp = {Tue, 21 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-09934.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-03426,
author = {Yu Wang and
Yuying Zhao and
Yushun Dong and
Huiyuan Chen and
Jundong Li and
Tyler Derr},
title = {Improving Fairness in Graph Neural Networks via Mitigating Sensitive
Attribute Leakage},
journal = {CoRR},
volume = {abs/2206.03426},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.03426},
doi = {10.48550/ARXIV.2206.03426},
eprinttype = {arXiv},
eprint = {2206.03426},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-03426.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-04564,
author = {Shangbin Feng and
Zhaoxuan Tan and
Herun Wan and
Ningnan Wang and
Zilong Chen and
Binchi Zhang and
Qinghua Zheng and
Wenqian Zhang and
Zhenyu Lei and
Shujie Yang and
Xinshun Feng and
Qingyue Zhang and
Hongrui Wang and
Yuhan Liu and
Yuyang Bai and
Heng Wang and
Zijian Cai and
Yanbo Wang and
Lijing Zheng and
Zihan Ma and
Jundong Li and
Minnan Luo},
title = {TwiBot-22: Towards Graph-Based Twitter Bot Detection},
journal = {CoRR},
volume = {abs/2206.04564},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.04564},
doi = {10.48550/ARXIV.2206.04564},
eprinttype = {arXiv},
eprint = {2206.04564},
timestamp = {Tue, 16 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-04564.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-10071,
author = {Kay Liu and
Yingtong Dou and
Yue Zhao and
Xueying Ding and
Xiyang Hu and
Ruitong Zhang and
Kaize Ding and
Canyu Chen and
Hao Peng and
Kai Shu and
Lichao Sun and
Jundong Li and
George H. Chen and
Zhihao Jia and
Philip S. Yu},
title = {Benchmarking Node Outlier Detection on Graphs},
journal = {CoRR},
volume = {abs/2206.10071},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.10071},
doi = {10.48550/ARXIV.2206.10071},
eprinttype = {arXiv},
eprint = {2206.10071},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-10071.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-11972,
author = {Song Wang and
Kaize Ding and
Chuxu Zhang and
Chen Chen and
Jundong Li},
title = {Task-Adaptive Few-shot Node Classification},
journal = {CoRR},
volume = {abs/2206.11972},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.11972},
doi = {10.48550/ARXIV.2206.11972},
eprinttype = {arXiv},
eprint = {2206.11972},
timestamp = {Tue, 22 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-11972.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-12104,
author = {Yushun Dong and
Song Wang and
Yu Wang and
Tyler Derr and
Jundong Li},
title = {On Structural Explanation of Bias in Graph Neural Networks},
journal = {CoRR},
volume = {abs/2206.12104},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.12104},
doi = {10.48550/ARXIV.2206.12104},
eprinttype = {arXiv},
eprint = {2206.12104},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-12104.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-04049,
author = {Jing Ma and
Mengting Wan and
Longqi Yang and
Jundong Li and
Brent J. Hecht and
Jaime Teevan},
title = {Learning Causal Effects on Hypergraphs},
journal = {CoRR},
volume = {abs/2207.04049},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.04049},
doi = {10.48550/ARXIV.2207.04049},
eprinttype = {arXiv},
eprint = {2207.04049},
timestamp = {Fri, 11 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-04049.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-11812,
author = {Xingbo Fu and
Binchi Zhang and
Yushun Dong and
Chen Chen and
Jundong Li},
title = {Federated Graph Machine Learning: {A} Survey of Concepts, Techniques,
and Applications},
journal = {CoRR},
volume = {abs/2207.11812},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.11812},
doi = {10.48550/ARXIV.2207.11812},
eprinttype = {arXiv},
eprint = {2207.11812},
timestamp = {Tue, 22 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-11812.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-07622,
author = {Zhaoxuan Tan and
Zilong Chen and
Shangbin Feng and
Qingyue Zhang and
Qinghua Zheng and
Jundong Li and
Minnan Luo},
title = {{KRACL:} Contrastive Learning with Graph Context Modeling for Sparse
Knowledge Graph Completion},
journal = {CoRR},
volume = {abs/2208.07622},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.07622},
doi = {10.48550/ARXIV.2208.07622},
eprinttype = {arXiv},
eprint = {2208.07622},
timestamp = {Mon, 22 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-07622.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-00084,
author = {Chunhui Zhang and
Hongfu Liu and
Jundong Li and
Yanfang Ye and
Chuxu Zhang},
title = {Contrastive Graph Few-Shot Learning},
journal = {CoRR},
volume = {abs/2210.00084},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.00084},
doi = {10.48550/ARXIV.2210.00084},
eprinttype = {arXiv},
eprint = {2210.00084},
timestamp = {Fri, 01 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-00084.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-08443,
author = {Jing Ma and
Ruocheng Guo and
Saumitra Mishra and
Aidong Zhang and
Jundong Li},
title = {{CLEAR:} Generative Counterfactual Explanations on Graphs},
journal = {CoRR},
volume = {abs/2210.08443},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.08443},
doi = {10.48550/ARXIV.2210.08443},
eprinttype = {arXiv},
eprint = {2210.08443},
timestamp = {Fri, 05 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-08443.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-12130,
author = {Song Wang and
Chen Chen and
Jundong Li},
title = {Graph Few-shot Learning with Task-specific Structures},
journal = {CoRR},
volume = {abs/2210.12130},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.12130},
doi = {10.48550/ARXIV.2210.12130},
eprinttype = {arXiv},
eprint = {2210.12130},
timestamp = {Tue, 22 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-12130.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-14383,
author = {Yushun Dong and
Song Wang and
Jing Ma and
Ninghao Liu and
Jundong Li},
title = {Interpreting Unfairness in Graph Neural Networks via Training Node
Attribution},
journal = {CoRR},
volume = {abs/2211.14383},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.14383},
doi = {10.48550/ARXIV.2211.14383},
eprinttype = {arXiv},
eprint = {2211.14383},
timestamp = {Sun, 30 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-14383.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-05606,
author = {Zhen Tan and
Song Wang and
Kaize Ding and
Jundong Li and
Huan Liu},
title = {Transductive Linear Probing: {A} Novel Framework for Few-Shot Node
Classification},
journal = {CoRR},
volume = {abs/2212.05606},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.05606},
doi = {10.48550/ARXIV.2212.05606},
eprinttype = {arXiv},
eprint = {2212.05606},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-05606.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/GuoCLH020,
author = {Ruocheng Guo and
Lu Cheng and
Jundong Li and
P. Richard Hahn and
Huan Liu},
title = {A Survey of Learning Causality with Data: Problems and Methods},
journal = {{ACM} Comput. Surv.},
volume = {53},
number = {4},
pages = {75:1--75:37},
year = {2021},
url = {https://doi.org/10.1145/3397269},
doi = {10.1145/3397269},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csur/GuoCLH020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/LiangSQLLJ21,
author = {Xijun Liang and
Xiaoxin Song and
Kai Qi and
Jundong Li and
Jinyu Liu and
Ling Jian},
title = {Anomaly Detection Aided Budget Online Classification for Imbalanced
Data Streams},
journal = {{IEEE} Intell. Syst.},
volume = {36},
number = {3},
pages = {14--22},
year = {2021},
url = {https://doi.org/10.1109/MIS.2021.3049817},
doi = {10.1109/MIS.2021.3049817},
timestamp = {Tue, 13 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/expert/LiangSQLLJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/GaoZYLWX21,
author = {Min Gao and
Junwei Zhang and
Junliang Yu and
Jundong Li and
Junhao Wen and
Qingyu Xiong},
title = {Recommender systems based on generative adversarial networks: {A}
problem-driven perspective},
journal = {Inf. Sci.},
volume = {546},
pages = {1166--1185},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2020.09.013},
doi = {10.1016/J.INS.2020.09.013},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/GaoZYLWX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/TuCHYLY21,
author = {Kefei Tu and
Chen Chen and
Chunyan Hou and
Jing Yuan and
Jundong Li and
Xiaojie Yuan},
title = {Rumor2vec: {A} rumor detection framework with joint text and propagation
structure representation learning},
journal = {Inf. Sci.},
volume = {560},
pages = {137--151},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2020.12.080},
doi = {10.1016/J.INS.2020.12.080},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/TuCHYLY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/ChenXZLLT21,
author = {Chen Chen and
Yinglong Xia and
Hui Zang and
Jundong Li and
Huan Liu and
Hanghang Tong},
title = {Incremental one-class collaborative filtering with co-evolving side
networks},
journal = {Knowl. Inf. Syst.},
volume = {63},
number = {1},
pages = {105--124},
year = {2021},
url = {https://doi.org/10.1007/s10115-020-01511-x},
doi = {10.1007/S10115-020-01511-X},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/ChenXZLLT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/DongDJJL21,
author = {Yushun Dong and
Kaize Ding and
Brian Jalaian and
Shuiwang Ji and
Jundong Li},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {AdaGNN: Graph Neural Networks with Adaptive Frequency Response Filter},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {392--401},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3482226},
doi = {10.1145/3459637.3482226},
timestamp = {Tue, 16 Aug 2022 23:04:38 +0200},
biburl = {https://dblp.org/rec/conf/cikm/DongDJJL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/WangHCWL21,
author = {Song Wang and
Xiao Huang and
Chen Chen and
Liang Wu and
Jundong Li},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {{REFORM:} Error-Aware Few-Shot Knowledge Graph Completion},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {1979--1988},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3482470},
doi = {10.1145/3459637.3482470},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/WangHCWL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhangGYGLY21,
author = {Junwei Zhang and
Min Gao and
Junliang Yu and
Lei Guo and
Jundong Li and
Hongzhi Yin},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {Double-Scale Self-Supervised Hypergraph Learning for Group Recommendation},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {2557--2567},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3482426},
doi = {10.1145/3459637.3482426},
timestamp = {Thu, 06 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ZhangGYGLY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/XingLCL21,
author = {Xiaoying Xing and
Hongfu Liu and
Chen Chen and
Jundong Li},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {Fairness-Aware Unsupervised Feature Selection},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {3548--3552},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3482106},
doi = {10.1145/3459637.3482106},
timestamp = {Fri, 01 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/XingLCL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/FengWWLL21,
author = {Shangbin Feng and
Herun Wan and
Ningnan Wang and
Jundong Li and
Minnan Luo},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {{SATAR:} {A} Self-supervised Approach to Twitter Account Representation
Learning and its Application in Bot Detection},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {3808--3817},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3481949},
doi = {10.1145/3459637.3481949},
timestamp = {Tue, 02 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/FengWWLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/FengWWLLL21,
author = {Shangbin Feng and
Herun Wan and
Ningnan Wang and
Jundong Li and
Minnan Luo},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {TwiBot-20: {A} Comprehensive Twitter Bot Detection Benchmark},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {4485--4494},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3482019},
doi = {10.1145/3459637.3482019},
timestamp = {Thu, 04 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/FengWWLLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/MaGZL21,
author = {Jing Ma and
Ruocheng Guo and
Aidong Zhang and
Jundong Li},
editor = {Zhi{-}Hua Zhou},
title = {Multi-Cause Effect Estimation with Disentangled Confounder Representation},
booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial
Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27
August 2021},
pages = {2790--2796},
publisher = {ijcai.org},
year = {2021},
url = {https://doi.org/10.24963/ijcai.2021/384},
doi = {10.24963/IJCAI.2021/384},
timestamp = {Wed, 03 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/MaGZL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscram/LiLLJ21,
author = {Yitong Li and
Duoduo Liao and
Jundong Li and
Wenying Ji},
editor = {Anouck Adrot and
Rob Grace and
Kathleen A. Moore and
Christopher W. Zobel},
title = {Automated Generation of Disaster Response Networks through Information
Extraction},
booktitle = {18th International Conference on Information Systems for Crisis Response
and Management, {ISCRAM} 2021, Blacksburg, VA, USA, May 2021},
pages = {431--438},
publisher = {{ISCRAM} Digital Library},
year = {2021},
url = {https://idl.iscram.org/show.php?record=2344},
timestamp = {Thu, 10 Nov 2022 16:58:41 +0100},
biburl = {https://dblp.org/rec/conf/iscram/LiLLJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DongKTL21,
author = {Yushun Dong and
Jian Kang and
Hanghang Tong and
Jundong Li},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Individual Fairness for Graph Neural Networks: {A} Ranking based Approach},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {300--310},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467266},
doi = {10.1145/3447548.3467266},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/DongKTL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Gao0L21,
author = {Ji Gao and
Xiao Huang and
Jundong Li},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Unsupervised Graph Alignment with Wasserstein Distance Discriminator},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {426--435},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467332},
doi = {10.1145/3447548.3467332},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Gao0L21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangL021,
author = {Chuxu Zhang and
Jundong Li and
Meng Jiang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Data Efficient Learning on Graphs},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4092--4093},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3470813},
doi = {10.1145/3447548.3470813},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhangL021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PangLHCD21,
author = {Guansong Pang and
Jundong Li and
Anton van den Hengel and
Longbing Cao and
Thomas G. Dietterich},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Anomaly and Novelty Detection, Explanation, and Accommodation {(ANDEA)}},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4145--4146},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469453},
doi = {10.1145/3447548.3469453},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/PangLHCD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/MaGCZL21,
author = {Jing Ma and
Ruocheng Guo and
Chen Chen and
Aidong Zhang and
Jundong Li},
editor = {Liane Lewin{-}Eytan and
David Carmel and
Elad Yom{-}Tov and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {Deconfounding with Networked Observational Data in a Dynamic Environment},
booktitle = {{WSDM} '21, The Fourteenth {ACM} International Conference on Web Search
and Data Mining, Virtual Event, Israel, March 8-12, 2021},
pages = {166--174},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3437963.3441818},
doi = {10.1145/3437963.3441818},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/MaGCZL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/0006GL21,
author = {Liang Wu and
Mihajlo Grbovic and
Jundong Li},
editor = {Liane Lewin{-}Eytan and
David Carmel and
Elad Yom{-}Tov and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {Toward User Engagement Optimization in 2D Presentation},
booktitle = {{WSDM} '21, The Fourteenth {ACM} International Conference on Web Search
and Data Mining, Virtual Event, Israel, March 8-12, 2021},
pages = {1047--1055},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3437963.3441749},
doi = {10.1145/3437963.3441749},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/0006GL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/YuYLWH021,
author = {Junliang Yu and
Hongzhi Yin and
Jundong Li and
Qinyong Wang and
Nguyen Quoc Viet Hung and
Xiangliang Zhang},
editor = {Jure Leskovec and
Marko Grobelnik and
Marc Najork and
Jie Tang and
Leila Zia},
title = {Self-Supervised Multi-Channel Hypergraph Convolutional Network for
Social Recommendation},
booktitle = {{WWW} '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia,
April 19-23, 2021},
pages = {413--424},
publisher = {{ACM} / {IW3C2}},
year = {2021},
url = {https://doi.org/10.1145/3442381.3449844},
doi = {10.1145/3442381.3449844},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/YuYLWH021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-06448,
author = {Junliang Yu and
Hongzhi Yin and
Jundong Li and
Qinyong Wang and
Nguyen Quoc Viet Hung and
Xiangliang Zhang},
title = {Self-Supervised Multi-Channel Hypergraph Convolutional Network for
Social Recommendation},
journal = {CoRR},
volume = {abs/2101.06448},
year = {2021},
url = {https://arxiv.org/abs/2101.06448},
eprinttype = {arXiv},
eprint = {2101.06448},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-06448.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-00287,
author = {Yitong Li and
Duoduo Liao and
Jundong Li and
Wenying Ji},
title = {Automated Generation of Interorganizational Disaster Response Networks
through Information Extraction},
journal = {CoRR},
volume = {abs/2103.00287},
year = {2021},
url = {https://arxiv.org/abs/2103.00287},
eprinttype = {arXiv},
eprint = {2103.00287},
timestamp = {Thu, 04 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-00287.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-12840,
author = {Yushun Dong and
Kaize Ding and
Brian Jalaian and
Shuiwang Ji and
Jundong Li},
title = {Graph Neural Networks with Adaptive Frequency Response Filter},
journal = {CoRR},
volume = {abs/2104.12840},
year = {2021},
url = {https://arxiv.org/abs/2104.12840},
eprinttype = {arXiv},
eprint = {2104.12840},
timestamp = {Mon, 03 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-12840.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-01315,
author = {Jing Ma and
Yushun Dong and
Zheng Huang and
Daniel Mietchen and
Jundong Li},
title = {Assessing the Causal Impact of {COVID-19} Related Policies on Outbreak
Dynamics: {A} Case Study in the {US}},
journal = {CoRR},
volume = {abs/2106.01315},
year = {2021},
url = {https://arxiv.org/abs/2106.01315},
eprinttype = {arXiv},
eprint = {2106.01315},
timestamp = {Fri, 05 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-01315.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-02216,
author = {Xiaoying Xing and
Hongfu Liu and
Chen Chen and
Jundong Li},
title = {Fairness-Aware Unsupervised Feature Selection},
journal = {CoRR},
volume = {abs/2106.02216},
year = {2021},
url = {https://arxiv.org/abs/2106.02216},
eprinttype = {arXiv},
eprint = {2106.02216},
timestamp = {Fri, 01 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-02216.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-06873,
author = {Kaize Ding and
Jianling Wang and
Jundong Li and
James Caverlee and
Huan Liu},
title = {Weakly-supervised Graph Meta-learning for Few-shot Node Classification},
journal = {CoRR},
volume = {abs/2106.06873},
year = {2021},
url = {https://arxiv.org/abs/2106.06873},
eprinttype = {arXiv},
eprint = {2106.06873},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-06873.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-13088,
author = {Shangbin Feng and
Herun Wan and
Ningnan Wang and
Jundong Li and
Minnan Luo},
title = {TwiBot-20: {A} Comprehensive Twitter Bot Detection Benchmark},
journal = {CoRR},
volume = {abs/2106.13088},
year = {2021},
url = {https://arxiv.org/abs/2106.13088},
eprinttype = {arXiv},
eprint = {2106.13088},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-13088.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-13089,
author = {Shangbin Feng and
Herun Wan and
Ningnan Wang and
Jundong Li and
Minnan Luo},
title = {{SATAR:} {A} Self-supervised Approach to Twitter Account Representation
Learning and its Application in Bot Detection},
journal = {CoRR},
volume = {abs/2106.13089},
year = {2021},
url = {https://arxiv.org/abs/2106.13089},
eprinttype = {arXiv},
eprint = {2106.13089},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-13089.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-05233,
author = {Yushun Dong and
Ninghao Liu and
Brian Jalaian and
Jundong Li},
title = {{EDITS:} Modeling and Mitigating Data Bias for Graph Neural Networks},
journal = {CoRR},
volume = {abs/2108.05233},
year = {2021},
url = {https://arxiv.org/abs/2108.05233},
eprinttype = {arXiv},
eprint = {2108.05233},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-05233.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-04200,
author = {Junwei Zhang and
Min Gao and
Junliang Yu and
Lei Guo and
Jundong Li and
Hongzhi Yin},
title = {Double-Scale Self-Supervised Hypergraph Learning for Group Recommendation},
journal = {CoRR},
volume = {abs/2109.04200},
year = {2021},
url = {https://arxiv.org/abs/2109.04200},
eprinttype = {arXiv},
eprint = {2109.04200},
timestamp = {Thu, 06 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-04200.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-13957,
author = {Nan Wang and
Lu Lin and
Jundong Li and
Hongning Wang},
title = {Unbiased Graph Embedding with Biased Graph Observations},
journal = {CoRR},
volume = {abs/2110.13957},
year = {2021},
url = {https://arxiv.org/abs/2110.13957},
eprinttype = {arXiv},
eprint = {2110.13957},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-13957.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/WangLSLYZ20,
author = {Jihong Wang and
Minnan Luo and
Fnu Suya and
Jundong Li and
Zijiang Yang and
Qinghua Zheng},
title = {Scalable attack on graph data by injecting vicious nodes},
journal = {Data Min. Knowl. Discov.},
volume = {34},
number = {5},
pages = {1363--1389},
year = {2020},
url = {https://doi.org/10.1007/s10618-020-00696-7},
doi = {10.1007/S10618-020-00696-7},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/WangLSLYZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmi/LuFXCZLZMJ20,
author = {Mingyang Lu and
Zhenjiang Fan and
Bin Xu and
Lujun Chen and
Xiao Zheng and
Jundong Li and
Taieb Znati and
Qi Mi and
Jingting Jiang},
title = {Using machine learning to predict ovarian cancer},
journal = {Int. J. Medical Informatics},
volume = {141},
pages = {104195},
year = {2020},
url = {https://doi.org/10.1016/j.ijmedinf.2020.104195},
doi = {10.1016/J.IJMEDINF.2020.104195},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijmi/LuFXCZLZMJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LinLPLZ20,
author = {Zhongping Lin and
Minnan Luo and
Zhen Peng and
Jundong Li and
Qinghua Zheng},
title = {Nonlinear feature selection on attributed networks},
journal = {Neurocomputing},
volume = {410},
pages = {161--173},
year = {2020},
url = {https://doi.org/10.1016/j.neucom.2020.05.077},
doi = {10.1016/J.NEUCOM.2020.05.077},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/LinLPLZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/MaXLM20,
author = {Yuxin Ma and
Tiankai Xie and
Jundong Li and
Ross Maciejewski},
title = {Explaining Vulnerabilities to Adversarial Machine Learning through
Visual Analytics},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {26},
number = {1},
pages = {1075--1085},
year = {2020},
url = {https://doi.org/10.1109/TVCG.2019.2934631},
doi = {10.1109/TVCG.2019.2934631},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvcg/MaXLM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChengLCL20,
author = {Lu Cheng and
Jundong Li and
K. Sel{\c{c}}uk Candan and
Huan Liu},
title = {Tracking Disaster Footprints with Social Streaming Data},
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 = {370--377},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i01.5372},
doi = {10.1609/AAAI.V34I01.5372},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ChengLCL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/ZhongHLH20,
author = {Yan Zhong and
Xiao Huang and
Jundong Li and
Xia Hu},
editor = {Martin Atzm{\"{u}}ller and
Michele Coscia and
Rokia Missaoui},
title = {Scalable Social Tie Strength Measuring},
booktitle = {{IEEE/ACM} International Conference on Advances in Social Networks
Analysis and Mining, {ASONAM} 2020, The Hague, Netherlands, December
7-10, 2020},
pages = {288--295},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ASONAM49781.2020.9381353},
doi = {10.1109/ASONAM49781.2020.9381353},
timestamp = {Mon, 27 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/ZhongHLH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/DingWLSLL20,
author = {Kaize Ding and
Jianling Wang and
Jundong Li and
Kai Shu and
Chenghao Liu and
Huan Liu},
editor = {Mathieu d'Aquin and
Stefan Dietze and
Claudia Hauff and
Edward Curry and
Philippe Cudr{\'{e}}{-}Mauroux},
title = {Graph Prototypical Networks for Few-shot Learning on Attributed Networks},
booktitle = {{CIKM} '20: The 29th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020},
pages = {295--304},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3340531.3411922},
doi = {10.1145/3340531.3411922},
timestamp = {Fri, 25 Dec 2020 01:15:14 +0100},
biburl = {https://dblp.org/rec/conf/cikm/DingWLSLL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/WangLDZLZ20,
author = {Ning Wang and
Minnan Luo and
Kaize Ding and
Lingling Zhang and
Jundong Li and
Qinghua Zheng},
editor = {Mathieu d'Aquin and
Stefan Dietze and
Claudia Hauff and
Edward Curry and
Philippe Cudr{\'{e}}{-}Mauroux},
title = {Graph Few-shot Learning with Attribute Matching},
booktitle = {{CIKM} '20: The 29th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020},
pages = {1545--1554},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3340531.3411923},
doi = {10.1145/3340531.3411923},
timestamp = {Mon, 19 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/WangLDZLZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/ZhangCLLYZ20,
author = {Yuzhe Zhang and
Chen Chen and
Minnan Luo and
Jundong Li and
Caixia Yan and
Qinghua Zheng},
editor = {Yunmook Nah and
Bin Cui and
Sang{-}Won Lee and
Jeffrey Xu Yu and
Yang{-}Sae Moon and
Steven Euijong Whang},
title = {Unsupervised Hierarchical Feature Selection on Networked Data},
booktitle = {Database Systems for Advanced Applications - 25th International Conference,
{DASFAA} 2020, Jeju, South Korea, September 24-27, 2020, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12114},
pages = {137--153},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-59419-0\_9},
doi = {10.1007/978-3-030-59419-0\_9},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dasfaa/ZhangCLLYZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/DingWLLL20,
author = {Kaize Ding and
Jianling Wang and
Jundong Li and
Dingcheng Li and
Huan Liu},
editor = {Bonnie Webber and
Trevor Cohn and
Yulan He and
Yang Liu},
title = {Be More with Less: Hypergraph Attention Networks for Inductive Text
Classification},
booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
pages = {4927--4936},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.emnlp-main.399},
doi = {10.18653/V1/2020.EMNLP-MAIN.399},
timestamp = {Wed, 23 Mar 2022 10:11:55 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/DingWLLL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/DingLAL20,
author = {Kaize Ding and
Jundong Li and
Nitin Agarwal and
Huan Liu},
editor = {Christian Bessiere},
title = {Inductive Anomaly Detection on Attributed Networks},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {1288--1294},
publisher = {ijcai.org},
year = {2020},
url = {https://doi.org/10.24963/ijcai.2020/179},
doi = {10.24963/IJCAI.2020/179},
timestamp = {Sun, 26 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/DingLAL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/GuoLLCRL20,
author = {Ruocheng Guo and
Jundong Li and
Yichuan Li and
K. Sel{\c{c}}uk Candan and
Adrienne Raglin and
Huan Liu},
editor = {Christian Bessiere},
title = {{IGNITE:} {A} Minimax Game Toward Learning Individual Treatment Effects
from Networked Observational Data},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {4534--4540},
publisher = {ijcai.org},
year = {2020},
url = {https://doi.org/10.24963/ijcai.2020/625},
doi = {10.24963/IJCAI.2020/625},
timestamp = {Wed, 03 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/GuoLLCRL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GuoL020,
author = {Ruocheng Guo and
Jundong Li and
Huan Liu},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Counterfactual Evaluation of Treatment Assignment Functions with Networked
Observational Data},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {271--279},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.31},
doi = {10.1137/1.9781611976236.31},
timestamp = {Mon, 20 Jul 2020 11:23:45 +0200},
biburl = {https://dblp.org/rec/conf/sdm/GuoL020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/GuoLL20,
author = {Ruocheng Guo and
Jundong Li and
Huan Liu},
editor = {James Caverlee and
Xia (Ben) Hu and
Mounia Lalmas and
Wei Wang},
title = {Learning Individual Causal Effects from Networked Observational Data},
booktitle = {{WSDM} '20: The Thirteenth {ACM} International Conference on Web Search
and Data Mining, Houston, TX, USA, February 3-7, 2020},
pages = {232--240},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3336191.3371816},
doi = {10.1145/3336191.3371816},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/GuoLL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-02474,
author = {Min Gao and
Junwei Zhang and
Junliang Yu and
Jundong Li and
Junhao Wen and
Qingyu Xiong},
title = {Recommender Systems Based on Generative Adversarial Networks: {A}
Problem-Driven Perspective},
journal = {CoRR},
volume = {abs/2003.02474},
year = {2020},
url = {https://arxiv.org/abs/2003.02474},
eprinttype = {arXiv},
eprint = {2003.02474},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-02474.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-02340,
author = {Junliang Yu and
Hongzhi Yin and
Jundong Li and
Min Gao and
Zi Huang and
Lizhen Cui},
title = {Enhance Social Recommendation with Adversarial Graph Convolutional
Networks},
journal = {CoRR},
volume = {abs/2004.02340},
year = {2020},
url = {https://arxiv.org/abs/2004.02340},
eprinttype = {arXiv},
eprint = {2004.02340},
timestamp = {Wed, 08 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-02340.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-13825,
author = {Jihong Wang and
Minnan Luo and
Fnu Suya and
Jundong Li and
Zijiang Yang and
Qinghua Zheng},
title = {Scalable Attack on Graph Data by Injecting Vicious Nodes},
journal = {CoRR},
volume = {abs/2004.13825},
year = {2020},
url = {https://arxiv.org/abs/2004.13825},
eprinttype = {arXiv},
eprint = {2004.13825},
timestamp = {Thu, 11 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-13825.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-12739,
author = {Kaize Ding and
Jianling Wang and
Jundong Li and
Kai Shu and
Chenghao Liu and
Huan Liu},
title = {Graph Prototypical Networks for Few-shot Learning on Attributed Networks},
journal = {CoRR},
volume = {abs/2006.12739},
year = {2020},
url = {https://arxiv.org/abs/2006.12739},
eprinttype = {arXiv},
eprint = {2006.12739},
timestamp = {Sun, 26 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-12739.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-10046,
author = {Lei Cai and
Jundong Li and
Jie Wang and
Shuiwang Ji},
title = {Line Graph Neural Networks for Link Prediction},
journal = {CoRR},
volume = {abs/2010.10046},
year = {2020},
url = {https://arxiv.org/abs/2010.10046},
eprinttype = {arXiv},
eprint = {2010.10046},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-10046.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-00387,
author = {Kaize Ding and
Jianling Wang and
Jundong Li and
Dingcheng Li and
Huan Liu},
title = {Be More with Less: Hypergraph Attention Networks for Inductive Text
Classification},
journal = {CoRR},
volume = {abs/2011.00387},
year = {2020},
url = {https://arxiv.org/abs/2011.00387},
eprinttype = {arXiv},
eprint = {2011.00387},
timestamp = {Fri, 06 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-00387.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Li19g,
author = {Jundong Li},
title = {Learning with Attributed Networks: Algorithms and Applications},
school = {Arizona State University, Tempe, {USA}},
year = {2019},
url = {https://hdl.handle.net/2286/R.I.54837},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/basesearch/Li19g.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/www/MengWSLCLZ19,
author = {Xuying Meng and
Suhang Wang and
Kai Shu and
Jundong Li and
Bo Chen and
Huan Liu and
Yujun Zhang},
title = {Towards privacy preserving social recommendation under personalized
privacy settings},
journal = {World Wide Web},
volume = {22},
number = {6},
pages = {2853--2881},
year = {2019},
url = {https://doi.org/10.1007/s11280-018-0620-z},
doi = {10.1007/S11280-018-0620-Z},
timestamp = {Fri, 29 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/www/MengWSLCLZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/Li0GL019,
author = {Jundong Li and
Liang Wu and
Ruocheng Guo and
Chenghao Liu and
Huan Liu},
editor = {Francesca Spezzano and
Wei Chen and
Xiaokui Xiao},
title = {Multi-level network embedding with boosted low-rank matrix approximation},
booktitle = {{ASONAM} '19: International Conference on Advances in Social Networks
Analysis and Mining, Vancouver, British Columbia, Canada, 27-30 August,
2019},
pages = {49--56},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3341161.3342864},
doi = {10.1145/3341161.3342864},
timestamp = {Sat, 09 Apr 2022 12:39:00 +0200},
biburl = {https://dblp.org/rec/conf/asunam/Li0GL019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LiHLDZ19,
author = {Yuening Li and
Xiao Huang and
Jundong Li and
Mengnan Du and
Na Zou},
editor = {Wenwu Zhu and
Dacheng Tao and
Xueqi Cheng and
Peng Cui and
Elke A. Rundensteiner and
David Carmel and
Qi He and
Jeffrey Xu Yu},
title = {SpecAE: Spectral AutoEncoder for Anomaly Detection in Attributed Networks},
booktitle = {Proceedings of the 28th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2019, Beijing, China, November 3-7,
2019},
pages = {2233--2236},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3357384.3358074},
doi = {10.1145/3357384.3358074},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/LiHLDZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/XueLPLCL19,
author = {Luguo Xue and
Minnan Luo and
Zhen Peng and
Jundong Li and
Yan Chen and
Jun Liu},
editor = {Guoliang Li and
Jun Yang and
Jo{\~{a}}o Gama and
Juggapong Natwichai and
Yongxin Tong},
title = {Anomaly Detection in Time-Evolving Attributed Networks},
booktitle = {Database Systems for Advanced Applications - 24th International Conference,
{DASFAA} 2019, Chiang Mai, Thailand, April 22-25, 2019, Proceedings,
Part III, and {DASFAA} 2019 International Workshops: BDMS, BDQM, and
GDMA, Chiang Mai, Thailand, April 22-25, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11448},
pages = {235--239},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-18590-9\_19},
doi = {10.1007/978-3-030-18590-9\_19},
timestamp = {Sun, 30 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dasfaa/XueLPLCL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/YinLLDC0S19,
author = {Jianwen Yin and
Chenghao Liu and
Jundong Li and
Bing Tian Dai and
Yun{-}chen Chen and
Min Wu and
Jianling Sun},
editor = {Guoliang Li and
Jun Yang and
Jo{\~{a}}o Gama and
Juggapong Natwichai and
Yongxin Tong},
title = {Online Collaborative Filtering with Implicit Feedback},
booktitle = {Database Systems for Advanced Applications - 24th International Conference,
{DASFAA} 2019, Chiang Mai, Thailand, April 22-25, 2019, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11447},
pages = {433--448},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-18579-4\_26},
doi = {10.1007/978-3-030-18579-4\_26},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dasfaa/YinLLDC0S19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/PengLLCZ19,
author = {Zhen Peng and
Minnan Luo and
Jundong Li and
Chen Chen and
Qinghua Zheng},
editor = {Guoliang Li and
Jun Yang and
Jo{\~{a}}o Gama and
Juggapong Natwichai and
Yongxin Tong},
title = {Heterogeneous Information Network Hashing for Fast Nearest Neighbor
Search},
booktitle = {Database Systems for Advanced Applications - 24th International Conference,
{DASFAA} 2019, Chiang Mai, Thailand, April 22-25, 2019, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11446},
pages = {571--586},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-18576-3\_34},
doi = {10.1007/978-3-030-18576-3\_34},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dasfaa/PengLLCZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Yu0YLGW19,
author = {Junliang Yu and
Min Gao and
Hongzhi Yin and
Jundong Li and
Chongming Gao and
Qinyong Wang},
editor = {Jianyong Wang and
Kyuseok Shim and
Xindong Wu},
title = {Generating Reliable Friends via Adversarial Training to Improve Social
Recommendation},
booktitle = {2019 {IEEE} International Conference on Data Mining, {ICDM} 2019,
Beijing, China, November 8-11, 2019},
pages = {768--777},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICDM.2019.00087},
doi = {10.1109/ICDM.2019.00087},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Yu0YLGW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ChengLSH019,
author = {Lu Cheng and
Jundong Li and
Yasin N. Silva and
Deborah L. Hall and
Huan Liu},
editor = {Sarit Kraus},
title = {PI-Bully: Personalized Cyberbullying Detection with Peer Influence},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {5829--5835},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/808},
doi = {10.24963/IJCAI.2019/808},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ChengLSH019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/DingLDDL19,
author = {Kaize Ding and
Jundong Li and
Shivam Dhar and
Shreyash Devan and
Huan Liu},
editor = {Sarit Kraus},
title = {InterSpot: Interactive Spammer Detection in Social Media},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {6509--6511},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/939},
doi = {10.24963/IJCAI.2019/939},
timestamp = {Sat, 30 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/DingLDDL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LiLLDH19,
author = {Yuening Li and
Ninghao Liu and
Jundong Li and
Mengnan Du and
Xia Hu},
title = {Deep Structured Cross-Modal Anomaly Detection},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest,
Hungary, July 14-19, 2019},
pages = {1--8},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IJCNN.2019.8852136},
doi = {10.1109/IJCNN.2019.8852136},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/LiLLDH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiGL019,
author = {Jundong Li and
Ruocheng Guo and
Chenghao Liu and
Huan Liu},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Adaptive Unsupervised Feature Selection on Attributed Networks},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {92--100},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330856},
doi = {10.1145/3292500.3330856},
timestamp = {Tue, 16 Aug 2022 23:04:27 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiGL019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Huang0DLLPST0Y019,
author = {Xiao Huang and
Peng Cui and
Yuxiao Dong and
Jundong Li and
Huan Liu and
Jian Pei and
Le Song and
Jie Tang and
Fei Wang and
Hongxia Yang and
Wenwu Zhu},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Learning From Networks: Algorithms, Theory, and Applications},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {3221--3222},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3332293},
doi = {10.1145/3292500.3332293},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/Huang0DLLPST0Y019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DingLBL19,
author = {Kaize Ding and
Jundong Li and
Rohit Bhanushali and
Huan Liu},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Deep Anomaly Detection on Attributed Networks},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {594--602},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.67},
doi = {10.1137/1.9781611975673.67},
timestamp = {Fri, 04 Oct 2019 16:53:59 +0200},
biburl = {https://dblp.org/rec/conf/sdm/DingLBL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiuZLYZSH19,
author = {Chenghao Liu and
Teng Zhang and
Jundong Li and
Jianwen Yin and
Peilin Zhao and
Jianling Sun and
Steven C. H. Hoi},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Robust Factorization Machine: {A} Doubly Capped Norms Minimization},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {738--746},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.83},
doi = {10.1137/1.9781611975673.83},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiuZLYZSH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/ChengLSHL19,
author = {Lu Cheng and
Jundong Li and
Yasin N. Silva and
Deborah L. Hall and
Huan Liu},
editor = {J. Shane Culpepper and
Alistair Moffat and
Paul N. Bennett and
Kristina Lerman},
title = {XBully: Cyberbullying Detection within a Multi-Modal Context},
booktitle = {Proceedings of the Twelfth {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2019, Melbourne, VIC, Australia, February
11-15, 2019},
pages = {339--347},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3289600.3291037},
doi = {10.1145/3289600.3291037},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/ChengLSHL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/DingLL19,
author = {Kaize Ding and
Jundong Li and
Huan Liu},
editor = {J. Shane Culpepper and
Alistair Moffat and
Paul N. Bennett and
Kristina Lerman},
title = {Interactive Anomaly Detection on Attributed Networks},
booktitle = {Proceedings of the Twelfth {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2019, Melbourne, VIC, Australia, February
11-15, 2019},
pages = {357--365},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3289600.3290964},
doi = {10.1145/3289600.3290964},
timestamp = {Sun, 28 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/DingLL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-03485,
author = {Ruocheng Guo and
Jundong Li and
Huan Liu},
title = {Learning Individual Treatment Effects from Networked Observational
Data},
journal = {CoRR},
volume = {abs/1906.03485},
year = {2019},
url = {http://arxiv.org/abs/1906.03485},
eprinttype = {arXiv},
eprint = {1906.03485},
timestamp = {Fri, 14 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-03485.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-07296,
author = {Yuxin Ma and
Tiankai Xie and
Jundong Li and
Ross Maciejewski},
title = {Explaining Vulnerabilities to Adversarial Machine Learning through
Visual Analytics},
journal = {CoRR},
volume = {abs/1907.07296},
year = {2019},
url = {http://arxiv.org/abs/1907.07296},
eprinttype = {arXiv},
eprint = {1907.07296},
timestamp = {Tue, 23 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-07296.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-03848,
author = {Yuening Li and
Ninghao Liu and
Jundong Li and
Mengnan Du and
Xia Hu},
title = {Deep Structured Cross-Modal Anomaly Detection},
journal = {CoRR},
volume = {abs/1908.03848},
year = {2019},
url = {http://arxiv.org/abs/1908.03848},
eprinttype = {arXiv},
eprint = {1908.03848},
timestamp = {Mon, 19 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-03848.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-03849,
author = {Yuening Li and
Xiao Huang and
Jundong Li and
Mengnan Du and
Na Zou},
title = {SpecAE: Spectral AutoEncoder for Anomaly Detection in Attributed Networks},
journal = {CoRR},
volume = {abs/1908.03849},
year = {2019},
url = {http://arxiv.org/abs/1908.03849},
eprinttype = {arXiv},
eprint = {1908.03849},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-03849.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-07110,
author = {Kaize Ding and
Yichuan Li and
Jundong Li and
Chenghao Liu and
Huan Liu},
title = {Graph Neural Networks with High-order Feature Interactions},
journal = {CoRR},
volume = {abs/1908.07110},
year = {2019},
url = {http://arxiv.org/abs/1908.07110},
eprinttype = {arXiv},
eprint = {1908.07110},
timestamp = {Wed, 03 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-07110.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-03529,
author = {Junliang Yu and
Min Gao and
Hongzhi Yin and
Jundong Li and
Chongming Gao and
Qinyong Wang},
title = {Generating Reliable Friends via Adversarial Training to Improve Social
Recommendation},
journal = {CoRR},
volume = {abs/1909.03529},
year = {2019},
url = {http://arxiv.org/abs/1909.03529},
eprinttype = {arXiv},
eprint = {1909.03529},
timestamp = {Tue, 17 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-03529.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-10536,
author = {Ruocheng Guo and
Jundong Li and
Huan Liu},
title = {Counterfactual Evaluation of Treatment Assignment Functions with Networked
Observational Data},
journal = {CoRR},
volume = {abs/1912.10536},
year = {2019},
url = {http://arxiv.org/abs/1912.10536},
eprinttype = {arXiv},
eprint = {1912.10536},
timestamp = {Fri, 03 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-10536.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/LiCWMTTL17,
author = {Jundong Li and
Kewei Cheng and
Suhang Wang and
Fred Morstatter and
Robert P. Trevino and
Jiliang Tang and
Huan Liu},
title = {Feature Selection: {A} Data Perspective},
journal = {{ACM} Comput. Surv.},
volume = {50},
number = {6},
pages = {94:1--94:45},
year = {2018},
url = {https://doi.org/10.1145/3136625},
doi = {10.1145/3136625},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csur/LiCWMTTL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/JianLL18,
author = {Ling Jian and
Jundong Li and
Huan Liu},
title = {Toward online node classification on streaming networks},
journal = {Data Min. Knowl. Discov.},
volume = {32},
number = {1},
pages = {231--257},
year = {2018},
url = {https://doi.org/10.1007/s10618-017-0533-y},
doi = {10.1007/S10618-017-0533-Y},
timestamp = {Wed, 07 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/JianLL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/JianLL18,
author = {Ling Jian and
Jundong Li and
Huan Liu},
title = {Exploiting Multilabel Information for Noise-Resilient Feature Selection},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {9},
number = {5},
pages = {52:1--52:23},
year = {2018},
url = {https://doi.org/10.1145/3158675},
doi = {10.1145/3158675},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tist/JianLL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HuangLZH18,
author = {Xiao Huang and
Jundong Li and
Na Zou and
Xia Hu},
title = {A General Embedding Framework for Heterogeneous Information Learning
in Large-Scale Networks},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {12},
number = {6},
pages = {70:1--70:24},
year = {2018},
url = {https://doi.org/10.1145/3241063},
doi = {10.1145/3241063},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/HuangLZH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Li0D018,
author = {Jundong Li and
Liang Wu and
Harsh Dani and
Huan Liu},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Unsupervised Personalized Feature Selection},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {3514--3521},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11628},
doi = {10.1609/AAAI.V32I1.11628},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Li0D018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MengWSLCLZ18,
author = {Xuying Meng and
Suhang Wang and
Kai Shu and
Jundong Li and
Bo Chen and
Huan Liu and
Yujun Zhang},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Personalized Privacy-Preserving Social Recommendation},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {3796--3803},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11714},
doi = {10.1609/AAAI.V32I1.11714},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/MengWSLCLZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/Yu0LYL18,
author = {Junliang Yu and
Min Gao and
Jundong Li and
Hongzhi Yin and
Huan Liu},
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 = {Adaptive Implicit Friends Identification over Heterogeneous Network
for Social Recommendation},
booktitle = {Proceedings of the 27th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2018, Torino, Italy, October 22-26,
2018},
pages = {357--366},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3269206.3271725},
doi = {10.1145/3269206.3271725},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/Yu0LYL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TengLTCL18,
author = {Shan{-}Yun Teng and
Jundong Li and
Lo Pang{-}Yun Ting and
Kun{-}Ta Chuang and
Huan Liu},
title = {Interactive Unknowns Recommendation in E-Learning Systems},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2018, Singapore,
November 17-20, 2018},
pages = {497--506},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICDM.2018.00065},
doi = {10.1109/ICDM.2018.00065},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/icdm/TengLTCL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/GuoL018,
author = {Ruocheng Guo and
Jundong Li and
Huan Liu},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {{INITIATOR:} Noise-contrastive Estimation for Marked Temporal Point
Process},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {2191--2197},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/303},
doi = {10.24963/IJCAI.2018/303},
timestamp = {Tue, 20 Aug 2019 16:19:08 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/GuoL018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/PengLLLZ18,
author = {Zhen Peng and
Minnan Luo and
Jundong Li and
Huan Liu and
Qinghua Zheng},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {{ANOMALOUS:} {A} Joint Modeling Approach for Anomaly Detection on
Attributed Networks},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {3513--3519},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/488},
doi = {10.24963/IJCAI.2018/488},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/PengLLLZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiuHLH18,
author = {Ninghao Liu and
Xiao Huang and
Jundong Li and
Xia Hu},
editor = {Yike Guo and
Faisal Farooq},
title = {On Interpretation of Network Embedding via Taxonomy Induction},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {1812--1820},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3220001},
doi = {10.1145/3219819.3220001},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiuHLH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Li0TL18,
author = {Jundong Li and
Chen Chen and
Hanghang Tong and
Huan Liu},
editor = {Martin Ester and
Dino Pedreschi},
title = {Multi-Layered Network Embedding},
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 = {684--692},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.77},
doi = {10.1137/1.9781611975321.77},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Li0TL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0006LML18,
author = {Liang Wu and
Jundong Li and
Fred Morstatter and
Huan Liu},
editor = {Martin Ester and
Dino Pedreschi},
title = {Toward Relational Learning with Misinformation},
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 = {711--719},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.80},
doi = {10.1137/1.9781611975321.80},
timestamp = {Thu, 30 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0006LML18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/HuangSLH18,
author = {Xiao Huang and
Qingquan Song and
Jundong Li and
Xia Hu},
editor = {Yi Chang and
Chengxiang Zhai and
Yan Liu and
Yoelle Maarek},
title = {Exploring Expert Cognition for Attributed Network Embedding},
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 = {270--278},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3159652.3159655},
doi = {10.1145/3159652.3159655},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/HuangSLH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/LiCWL18,
author = {Jundong Li and
Kewei Cheng and
Liang Wu and
Huan Liu},
editor = {Yi Chang and
Chengxiang Zhai and
Yan Liu and
Yoelle Maarek},
title = {Streaming Link Prediction on Dynamic Attributed Networks},
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 = {369--377},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3159652.3159674},
doi = {10.1145/3159652.3159674},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/LiCWL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LiTWWC018,
author = {Jundong Li and
Jiliang Tang and
Yilin Wang and
Yali Wan and
Yi Chang and
Huan Liu},
editor = {Pierre{-}Antoine Champin and
Fabien Gandon and
Mounia Lalmas and
Panagiotis G. Ipeirotis},
title = {Understanding and Predicting Delay in Reciprocal Relations},
booktitle = {Proceedings of the 2018 World Wide Web Conference on World Wide Web,
{WWW} 2018, Lyon, France, April 23-27, 2018},
pages = {1643--1652},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3178876.3186076},
doi = {10.1145/3178876.3186076},
timestamp = {Tue, 15 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/LiTWWC018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-08627,
author = {Jundong Li and
Liang Wu and
Huan Liu},
title = {Multi-Level Network Embedding with Boosted Low-Rank Matrix Approximation},
journal = {CoRR},
volume = {abs/1808.08627},
year = {2018},
url = {http://arxiv.org/abs/1808.08627},
eprinttype = {arXiv},
eprint = {1808.08627},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-08627.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-09337,
author = {Ruocheng Guo and
Lu Cheng and
Jundong Li and
P. Richard Hahn and
Huan Liu},
title = {A Survey of Learning Causality with Data: Problems and Methods},
journal = {CoRR},
volume = {abs/1809.09337},
year = {2018},
url = {http://arxiv.org/abs/1809.09337},
eprinttype = {arXiv},
eprint = {1809.09337},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-09337.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-09955,
author = {Binbin Liu and
Jundong Li and
Yunquan Song and
Xijun Liang and
Ling Jian and
Huan Liu},
title = {Online Newton Step Algorithm with Estimated Gradient},
journal = {CoRR},
volume = {abs/1811.09955},
year = {2018},
url = {http://arxiv.org/abs/1811.09955},
eprinttype = {arXiv},
eprint = {1811.09955},
timestamp = {Sun, 28 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-09955.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/LiL17,
author = {Jundong Li and
Huan Liu},
title = {Challenges of Feature Selection for Big Data Analytics},
journal = {{IEEE} Intell. Syst.},
volume = {32},
number = {2},
pages = {9--15},
year = {2017},
url = {https://doi.org/10.1109/MIS.2017.38},
doi = {10.1109/MIS.2017.38},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/expert/LiL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/LiZ17,
author = {Jundong Li and
Osmar R. Za{\"{\i}}ane},
title = {Exploiting statistically significant dependent rules for associative
classification},
journal = {Intell. Data Anal.},
volume = {21},
number = {5},
pages = {1155--1172},
year = {2017},
url = {https://doi.org/10.3233/IDA-163141},
doi = {10.3233/IDA-163141},
timestamp = {Fri, 20 Oct 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/LiZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tie/JianLL17,
author = {Ling Jian and
Jundong Li and
Shihua Luo},
title = {Exploiting Expertise Rules for Statistical Data-Driven Modeling},
journal = {{IEEE} Trans. Ind. Electron.},
volume = {64},
number = {11},
pages = {8647--8656},
year = {2017},
url = {https://doi.org/10.1109/TIE.2017.2703659},
doi = {10.1109/TIE.2017.2703659},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tie/JianLL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/JianSLLL17,
author = {Ling Jian and
Shuqian Shen and
Jundong Li and
Xijun Liang and
Lei Li},
title = {Budget Online Learning Algorithm for Least Squares {SVM}},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {28},
number = {9},
pages = {2076--2087},
year = {2017},
url = {https://doi.org/10.1109/TNNLS.2016.2574332},
doi = {10.1109/TNNLS.2016.2574332},
timestamp = {Tue, 16 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/JianSLLL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChengLTL17,
author = {Kewei Cheng and
Jundong Li and
Jiliang Tang and
Huan Liu},
editor = {Satinder Singh and
Shaul Markovitch},
title = {Unsupervised Sentiment Analysis with Signed Social Networks},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {3429--3435},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.11008},
doi = {10.1609/AAAI.V31I1.11008},
timestamp = {Mon, 04 Sep 2023 14:40:32 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ChengLTL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LiDHTCL17,
author = {Jundong Li and
Harsh Dani and
Xia Hu and
Jiliang Tang and
Yi Chang and
Huan Liu},
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 = {Attributed Network Embedding for Learning in a Dynamic Environment},
booktitle = {Proceedings of the 2017 {ACM} on Conference on Information and Knowledge
Management, {CIKM} 2017, Singapore, November 06 - 10, 2017},
pages = {387--396},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3132847.3132919},
doi = {10.1145/3132847.3132919},
timestamp = {Tue, 29 Aug 2023 16:24:43 +0200},
biburl = {https://dblp.org/rec/conf/cikm/LiDHTCL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LiDHL17,
author = {Jundong Li and
Harsh Dani and
Xia Hu and
Huan Liu},
editor = {Carles Sierra},
title = {Radar: Residual Analysis for Anomaly Detection in Attributed Networks},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {2152--2158},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/299},
doi = {10.24963/IJCAI.2017/299},
timestamp = {Tue, 20 Aug 2019 16:16:54 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LiDHL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LiTL17,
author = {Jundong Li and
Jiliang Tang and
Huan Liu},
editor = {Carles Sierra},
title = {Reconstruction-based Unsupervised Feature Selection: An Embedded Approach},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {2159--2165},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/300},
doi = {10.24963/IJCAI.2017/300},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LiTL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChengLL17,
author = {Kewei Cheng and
Jundong Li and
Huan Liu},
title = {Unsupervised Feature Selection in Signed Social Networks},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {777--786},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098106},
doi = {10.1145/3097983.3098106},
timestamp = {Fri, 25 Dec 2020 01:14:16 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ChengLL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DaniLL17,
author = {Harsh Dani and
Jundong Li and
Huan Liu},
editor = {Michelangelo Ceci and
Jaakko Hollm{\'{e}}n and
Ljupco Todorovski and
Celine Vens and
Saso Dzeroski},
title = {Sentiment Informed Cyberbullying Detection in Social Media},
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 = {52--67},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-71249-9\_4},
doi = {10.1007/978-3-319-71249-9\_4},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DaniLL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WuLHL17,
author = {Liang Wu and
Jundong Li and
Xia Hu and
Huan Liu},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Gleaning Wisdom from the Past: Early Detection of Emerging Rumors
in Social Media},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {99--107},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.12},
doi = {10.1137/1.9781611974973.12},
timestamp = {Fri, 04 Oct 2019 16:19:51 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WuLHL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiWZL17,
author = {Jundong Li and
Liang Wu and
Osmar R. Za{\"{\i}}ane and
Huan Liu},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Toward Personalized Relational Learning},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {444--452},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.50},
doi = {10.1137/1.9781611974973.50},
timestamp = {Sun, 11 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/LiWZL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HuangLH17,
author = {Xiao Huang and
Jundong Li and
Xia Hu},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Accelerated Attributed Network Embedding},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {633--641},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.71},
doi = {10.1137/1.9781611974973.71},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HuangLH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/HuangLH17,
author = {Xiao Huang and
Jundong Li and
Xia Hu},
editor = {Maarten de Rijke and
Milad Shokouhi and
Andrew Tomkins and
Min Zhang},
title = {Label Informed Attributed Network Embedding},
booktitle = {Proceedings of the Tenth {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2017, Cambridge, United Kingdom, February
6-10, 2017},
pages = {731--739},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3018661.3018667},
doi = {10.1145/3018661.3018667},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/HuangLH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/WangTLLWMOC17,
author = {Yilin Wang and
Jiliang Tang and
Jundong Li and
Baoxin Li and
Yali Wan and
Clayton Mellina and
Neil O'Hare and
Yi Chang},
editor = {Rick Barrett and
Rick Cummings and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {Understanding and Discovering Deliberate Self-harm Content in Social
Media},
booktitle = {Proceedings of the 26th International Conference on World Wide Web,
{WWW} 2017, Perth, Australia, April 3-7, 2017},
pages = {93--102},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3038912.3052555},
doi = {10.1145/3038912.3052555},
timestamp = {Tue, 15 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/WangTLLWMOC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiTWWCL17,
author = {Jundong Li and
Jiliang Tang and
Yilin Wang and
Yali Wan and
Yi Chang and
Huan Liu},
title = {Understanding and Predicting Delay in Reciprocal Relations},
journal = {CoRR},
volume = {abs/1703.01393},
year = {2017},
url = {http://arxiv.org/abs/1703.01393},
eprinttype = {arXiv},
eprint = {1703.01393},
timestamp = {Tue, 15 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiTWWCL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiDHTCL17,
author = {Jundong Li and
Harsh Dani and
Xia Hu and
Jiliang Tang and
Yi Chang and
Huan Liu},
title = {Attributed Network Embedding for Learning in a Dynamic Environment},
journal = {CoRR},
volume = {abs/1706.01860},
year = {2017},
url = {http://arxiv.org/abs/1706.01860},
eprinttype = {arXiv},
eprint = {1706.01860},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiDHTCL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/geoinformatica/LiAJZOW16,
author = {Jundong Li and
Aibek Adilmagambetov and
Mohomed Shazan Mohomed Jabbar and
Osmar R. Za{\"{\i}}ane and
Alvaro Osornio{-}Vargas and
Osnat Wine},
title = {On discovering co-location patterns in datasets: a case study of pollutants
and child cancers},
journal = {GeoInformatica},
volume = {20},
number = {4},
pages = {651--692},
year = {2016},
url = {https://doi.org/10.1007/s10707-016-0254-1},
doi = {10.1007/S10707-016-0254-1},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/geoinformatica/LiAJZOW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ChengLL16,
author = {Kewei Cheng and
Jundong Li and
Huan Liu},
editor = {Snehasis Mukhopadhyay and
ChengXiang Zhai and
Elisa Bertino and
Fabio Crestani and
Javed Mostafa and
Jie Tang and
Luo Si and
Xiaofang Zhou and
Yi Chang and
Yunyao Li and
Parikshit Sondhi},
title = {FeatureMiner: {A} Tool for Interactive Feature Selection},
booktitle = {Proceedings of the 25th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2016, Indianapolis, IN, USA, October
24-28, 2016},
pages = {2445--2448},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2983323.2983329},
doi = {10.1145/2983323.2983329},
timestamp = {Thu, 13 Aug 2020 18:13:41 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ChengLL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiHJL16,
author = {Jundong Li and
Xia Hu and
Ling Jian and
Huan Liu},
editor = {Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {Toward Time-Evolving Feature Selection on Dynamic Networks},
booktitle = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016,
December 12-15, 2016, Barcelona, Spain},
pages = {1003--1008},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDM.2016.0127},
doi = {10.1109/ICDM.2016.0127},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiHJL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/JianLSL16,
author = {Ling Jian and
Jundong Li and
Kai Shu and
Huan Liu},
editor = {Subbarao Kambhampati},
title = {Multi-Label Informed Feature Selection},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {1627--1633},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/233},
timestamp = {Tue, 20 Aug 2019 16:19:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/JianLSL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiHWL16,
author = {Jundong Li and
Xia Hu and
Liang Wu and
Huan Liu},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Robust Unsupervised Feature Selection on Networked Data},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {387--395},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.44},
doi = {10.1137/1.9781611974348.44},
timestamp = {Sun, 11 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/LiHWL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiCWMTTL16,
author = {Jundong Li and
Kewei Cheng and
Suhang Wang and
Fred Morstatter and
Robert P. Trevino and
Jiliang Tang and
Huan Liu},
title = {Feature Selection: {A} Data Perspective},
journal = {CoRR},
volume = {abs/1601.07996},
year = {2016},
url = {http://arxiv.org/abs/1601.07996},
eprinttype = {arXiv},
eprint = {1601.07996},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiCWMTTL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiL16d,
author = {Jundong Li and
Huan Liu},
title = {Challenges of Feature Selection for Big Data Analytics},
journal = {CoRR},
volume = {abs/1611.01875},
year = {2016},
url = {http://arxiv.org/abs/1611.01875},
eprinttype = {arXiv},
eprint = {1611.01875},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiL16d.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LiZ15,
author = {Jundong Li and
Osmar R. Za{\"{\i}}ane},
editor = {James Bailey and
Alistair Moffat and
Charu C. Aggarwal and
Maarten de Rijke and
Ravi Kumar and
Vanessa Murdock and
Timos K. Sellis and
Jeffrey Xu Yu},
title = {Associative Classification with Statistically Significant Positive
and Negative Rules},
booktitle = {Proceedings of the 24th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2015, Melbourne, VIC, Australia,
October 19 - 23, 2015},
pages = {633--642},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2806416.2806524},
doi = {10.1145/2806416.2806524},
timestamp = {Mon, 26 Apr 2021 09:27:03 +0200},
biburl = {https://dblp.org/rec/conf/cikm/LiZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LiHTL15,
author = {Jundong Li and
Xia Hu and
Jiliang Tang and
Huan Liu},
editor = {James Bailey and
Alistair Moffat and
Charu C. Aggarwal and
Maarten de Rijke and
Ravi Kumar and
Vanessa Murdock and
Timos K. Sellis and
Jeffrey Xu Yu},
title = {Unsupervised Streaming Feature Selection in Social Media},
booktitle = {Proceedings of the 24th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2015, Melbourne, VIC, Australia,
October 19 - 23, 2015},
pages = {1041--1050},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2806416.2806501},
doi = {10.1145/2806416.2806501},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/LiHTL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/LiSCZ14,
author = {Jundong Li and
J{\"{o}}rg Sander and
Ricardo J. G. B. Campello and
Arthur Zimek},
editor = {Marina Sokolova and
Peter van Beek},
title = {Active Learning Strategies for Semi-Supervised {DBSCAN}},
booktitle = {Advances in Artificial Intelligence - 27th Canadian Conference on
Artificial Intelligence, Canadian {AI} 2014, Montr{\'{e}}al,
QC, Canada, May 6-9, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8436},
pages = {179--190},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-06483-3\_16},
doi = {10.1007/978-3-319-06483-3\_16},
timestamp = {Thu, 28 Sep 2023 12:27:14 +0200},
biburl = {https://dblp.org/rec/conf/ai/LiSCZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dawak/LiZO14,
author = {Jundong Li and
Osmar R. Za{\"{\i}}ane and
Alvaro Osornio{-}Vargas},
editor = {Ladjel Bellatreche and
Mukesh K. Mohania},
title = {Discovering Statistically Significant Co-location Rules in Datasets
with Extended Spatial Objects},
booktitle = {Data Warehousing and Knowledge Discovery - 16th International Conference,
DaWaK 2014, Munich, Germany, September 2-4, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8646},
pages = {124--135},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-10160-6\_12},
doi = {10.1007/978-3-319-10160-6\_12},
timestamp = {Tue, 14 May 2019 10:00:41 +0200},
biburl = {https://dblp.org/rec/conf/dawak/LiZO14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/fpm14/AntonieLZ14,
author = {Luiza Antonie and
Jundong Li and
Osmar R. Za{\"{\i}}ane},
editor = {Charu C. Aggarwal and
Jiawei Han},
title = {Negative Association Rules},
booktitle = {Frequent Pattern Mining},
pages = {135--145},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-07821-2\_6},
doi = {10.1007/978-3-319-07821-2\_6},
timestamp = {Mon, 05 Jun 2017 13:20:20 +0200},
biburl = {https://dblp.org/rec/books/sp/fpm14/AntonieLZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiAZOW14,
author = {Jundong Li and
Aibek Adilmagambetov and
Osmar R. Za{\"{\i}}ane and
Alvaro Osornio{-}Vargas and
Osnat Wine},
title = {On Discovering Co-Location Patterns in Datasets: {A} Case Study of
Pollutants and Child Cancers},
journal = {CoRR},
volume = {abs/1412.7282},
year = {2014},
url = {http://arxiv.org/abs/1412.7282},
eprinttype = {arXiv},
eprint = {1412.7282},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiAZOW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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