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ORCIDBibTeX records: Chuxu Zhang
@article{DBLP:journals/corr/abs-2402-08023,
author = {Yijun Tian and
Chuxu Zhang and
Ziyi Kou and
Zheyuan Liu and
Xiangliang Zhang and
Nitesh V. Chawla},
title = {{UGMAE:} {A} Unified Framework for Graph Masked Autoencoders},
journal = {CoRR},
volume = {abs/2402.08023},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.08023},
doi = {10.48550/ARXIV.2402.08023},
eprinttype = {arXiv},
eprint = {2402.08023},
timestamp = {Mon, 19 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-08023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-08907,
author = {Zehong Wang and
Zheyuan Zhang and
Chuxu Zhang and
Yanfang Ye},
title = {Tackling Negative Transfer on Graphs},
journal = {CoRR},
volume = {abs/2402.08907},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.08907},
doi = {10.48550/ARXIV.2402.08907},
eprinttype = {arXiv},
eprint = {2402.08907},
timestamp = {Mon, 19 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-08907.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-08918,
author = {Zehong Wang and
Zheyuan Zhang and
Chuxu Zhang and
Yanfang Ye},
title = {Graph Inference Acceleration by Learning MLPs on Graphs without Supervision},
journal = {CoRR},
volume = {abs/2402.08918},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.08918},
doi = {10.48550/ARXIV.2402.08918},
eprinttype = {arXiv},
eprint = {2402.08918},
timestamp = {Mon, 19 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-08918.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-08820,
author = {Zheyuan Zhang and
Zehong Wang and
Shifu Hou and
Evan Hall and
Landon Bachman and
Vincent Galassi and
Jasmine White and
Nitesh V. Chawla and
Chuxu Zhang and
Yanfang Ye},
title = {Diet-ODIN: {A} Novel Framework for Opioid Misuse Detection with Interpretable
Dietary Patterns},
journal = {CoRR},
volume = {abs/2403.08820},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.08820},
doi = {10.48550/ARXIV.2403.08820},
eprinttype = {arXiv},
eprint = {2403.08820},
timestamp = {Fri, 05 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-08820.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/JuFZ023,
author = {Mingxuan Ju and
Yujie Fan and
Chuxu Zhang and
Yanfang Ye},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Let Graph Be the Go Board: Gradient-Free Node Injection Attack for
Graph Neural Networks via Reinforcement Learning},
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 = {4383--4390},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i4.25558},
doi = {10.1609/AAAI.V37I4.25558},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/JuFZ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangPYZC023,
author = {Qiannan Zhang and
Shichao Pei and
Qiang Yang and
Chuxu Zhang and
Nitesh V. Chawla and
Xiangliang Zhang},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Cross-Domain Few-Shot Graph Classification with a Reinforced Task
Coordinator},
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 = {4893--4901},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i4.25615},
doi = {10.1609/AAAI.V37I4.25615},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhangPYZC023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GuoZF0ZC23,
author = {Zhichun Guo and
Chunhui Zhang and
Yujie Fan and
Yijun Tian and
Chuxu Zhang and
Nitesh V. Chawla},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Boosting Graph Neural Networks via Adaptive Knowledge Distillation},
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 = {7793--7801},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i6.25944},
doi = {10.1609/AAAI.V37I6.25944},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GuoZF0ZC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/0001DZZC23,
author = {Yijun Tian and
Kaiwen Dong and
Chunhui Zhang and
Chuxu Zhang and
Nitesh V. Chawla},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Heterogeneous Graph Masked Autoencoders},
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 = {9997--10005},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i8.26192},
doi = {10.1609/AAAI.V37I8.26192},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/0001DZZC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Zhang23a,
author = {Chuxu Zhang},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Towards Societal Impact of {AI}},
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 = {15463},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i13.26830},
doi = {10.1609/AAAI.V37I13.26830},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Zhang23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LiZZ23,
author = {Jiazheng Li and
Chunhui Zhang and
Chuxu Zhang},
editor = {Ingo Frommholz and
Frank Hopfgartner and
Mark Lee and
Michael Oakes and
Mounia Lalmas and
Min Zhang and
Rodrygo L. T. Santos},
title = {Heterogeneous Temporal Graph Neural Network Explainer},
booktitle = {Proceedings of the 32nd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
October 21-25, 2023},
pages = {1298--1307},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583780.3614909},
doi = {10.1145/3583780.3614909},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/LiZZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/WenLZ023,
author = {Qianlong Wen and
Jiazheng Li and
Chuxu Zhang and
Yanfang Ye},
editor = {Ingo Frommholz and
Frank Hopfgartner and
Mark Lee and
Michael Oakes and
Mounia Lalmas and
Min Zhang and
Rodrygo L. T. Santos},
title = {A Multi-Modality Framework for Drug-Drug Interaction Prediction by
Harnessing Multi-source Data},
booktitle = {Proceedings of the 32nd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
October 21-25, 2023},
pages = {2696--2705},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583780.3614765},
doi = {10.1145/3583780.3614765},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/WenLZ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MaQZ023,
author = {Tianyi Ma and
Yiyue Qian and
Chuxu Zhang and
Yanfang Ye},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Hypergraph Contrastive Learning for Drug Trafficking Community Detection},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1205--1210},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00149},
doi = {10.1109/ICDM58522.2023.00149},
timestamp = {Tue, 13 Feb 2024 11:46:18 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MaQZ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/0001ZG0C23,
author = {Yijun Tian and
Chuxu Zhang and
Zhichun Guo and
Xiangliang Zhang and
Nitesh V. Chawla},
title = {Learning MLPs on Graphs: {A} Unified View of Effectiveness, Robustness,
and Efficiency},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=Cs3r5KLdoj},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/0001ZG0C23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Ju0W0S0Z23,
author = {Mingxuan Ju and
Tong Zhao and
Qianlong Wen and
Wenhao Yu and
Neil Shah and
Yanfang Ye and
Chuxu Zhang},
title = {Multi-task Self-supervised Graph Neural Networks Enable Stronger Task
Generalization},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=1tHAZRqftM},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Ju0W0S0Z23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Zhang0J00CZ23,
author = {Chunhui Zhang and
Yijun Tian and
Mingxuan Ju and
Zheyuan Liu and
Yanfang Ye and
Nitesh V. Chawla and
Chuxu Zhang},
title = {Chasing All-Round Graph Representation Robustness: Model, Training,
and Optimization},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=7jk5gWjC18M},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Zhang0J00CZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangH0WOL0Z23,
author = {Chunhui Zhang and
Chao Huang and
Yijun Tian and
Qianlong Wen and
Zhongyu Ouyang and
Youhuan Li and
Yanfang Ye and
Chuxu Zhang},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {When Sparsity Meets Contrastive Models: Less Graph Data Can Bring
Better Class-Balanced Representations},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {41133--41150},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/zhang23o.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhangH0WOL0Z23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/GuoGN0IMW0WZC23,
author = {Zhichun Guo and
Kehan Guo and
Bozhao Nan and
Yijun Tian and
Roshni G. Iyer and
Yihong Ma and
Olaf Wiest and
Xiangliang Zhang and
Wei Wang and
Chuxu Zhang and
Nitesh V. Chawla},
title = {Graph-based Molecular Representation Learning},
booktitle = {Proceedings of the Thirty-Second International Joint Conference on
Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
SAR, China},
pages = {6638--6646},
publisher = {ijcai.org},
year = {2023},
url = {https://doi.org/10.24963/ijcai.2023/744},
doi = {10.24963/IJCAI.2023/744},
timestamp = {Mon, 28 Aug 2023 17:23:07 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/GuoGN0IMW0WZC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0015MZ0Z023,
author = {Qiang Yang and
Changsheng Ma and
Qiannan Zhang and
Xin Gao and
Chuxu Zhang and
Xiangliang Zhang},
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 = {Counterfactual Learning on Heterogeneous Graphs with Greedy Perturbation},
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 = {2988--2998},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599289},
doi = {10.1145/3580305.3599289},
timestamp = {Mon, 25 Sep 2023 08:29:22 +0200},
biburl = {https://dblp.org/rec/conf/kdd/0015MZ0Z023.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/wsdm/0002WJZ023,
author = {Jianan Zhao and
Qianlong Wen and
Mingxuan Ju and
Chuxu Zhang and
Yanfang Ye},
editor = {Tat{-}Seng Chua and
Hady W. Lauw and
Luo Si and
Evimaria Terzi and
Panayiotis Tsaparas},
title = {Self-Supervised Graph Structure Refinement for Graph Neural Networks},
booktitle = {Proceedings of the Sixteenth {ACM} International Conference on Web
Search and Data Mining, {WSDM} 2023, Singapore, 27 February 2023 -
3 March 2023},
pages = {159--167},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3539597.3570455},
doi = {10.1145/3539597.3570455},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/0002WJZ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/YangMZGZ023,
author = {Qiang Yang and
Changsheng Ma and
Qiannan Zhang and
Xin Gao and
Chuxu Zhang and
Xiangliang Zhang},
editor = {Tat{-}Seng Chua and
Hady W. Lauw and
Luo Si and
Evimaria Terzi and
Panayiotis Tsaparas},
title = {Interpretable Research Interest Shift Detection with Temporal Heterogeneous
Graphs},
booktitle = {Proceedings of the Sixteenth {ACM} International Conference on Web
Search and Data Mining, {WSDM} 2023, Singapore, 27 February 2023 -
3 March 2023},
pages = {321--329},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3539597.3570453},
doi = {10.1145/3539597.3570453},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/YangMZGZ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/0010Z0Z00Z23,
author = {Zheyuan Liu and
Chunhui Zhang and
Yijun Tian and
Erchi Zhang and
Chao Huang and
Yanfang Ye and
Chuxu Zhang},
editor = {Ying Ding and
Jie Tang and
Juan F. Sequeda and
Lora Aroyo and
Carlos Castillo and
Geert{-}Jan Houben},
title = {Fair Graph Representation Learning via Diverse Mixture-of-Experts},
booktitle = {Proceedings of the {ACM} Web Conference 2023, {WWW} 2023, Austin,
TX, USA, 30 April 2023 - 4 May 2023},
pages = {28--38},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3543507.3583207},
doi = {10.1145/3543507.3583207},
timestamp = {Mon, 28 Aug 2023 21:17:10 +0200},
biburl = {https://dblp.org/rec/conf/www/0010Z0Z00Z23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/WeiHXZ23,
author = {Wei Wei and
Chao Huang and
Lianghao Xia and
Chuxu Zhang},
editor = {Ying Ding and
Jie Tang and
Juan F. Sequeda and
Lora Aroyo and
Carlos Castillo and
Geert{-}Jan Houben},
title = {Multi-Modal Self-Supervised Learning for Recommendation},
booktitle = {Proceedings of the {ACM} Web Conference 2023, {WWW} 2023, Austin,
TX, USA, 30 April 2023 - 4 May 2023},
pages = {790--800},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3543507.3583206},
doi = {10.1145/3543507.3583206},
timestamp = {Sun, 07 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/WeiHXZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-00219,
author = {Yijun Tian and
Shichao Pei and
Xiangliang Zhang and
Chuxu Zhang and
Nitesh V. Chawla},
title = {Knowledge Distillation on Graphs: {A} Survey},
journal = {CoRR},
volume = {abs/2302.00219},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.00219},
doi = {10.48550/ARXIV.2302.00219},
eprinttype = {arXiv},
eprint = {2302.00219},
timestamp = {Thu, 09 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-00219.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-10632,
author = {Wei Wei and
Chao Huang and
Lianghao Xia and
Chuxu Zhang},
title = {Multi-Modal Self-Supervised Learning for Recommendation},
journal = {CoRR},
volume = {abs/2302.10632},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.10632},
doi = {10.48550/ARXIV.2302.10632},
eprinttype = {arXiv},
eprint = {2302.10632},
timestamp = {Sun, 07 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-10632.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/JiangZZS22,
author = {Meng Jiang and
Chuxu Zhang and
Xiangliang Zhang and
Neil Shah},
title = {Editorial: Computational Behavioral Modeling for Big User Data},
journal = {Frontiers Big Data},
volume = {5},
pages = {893216},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.893216},
doi = {10.3389/FDATA.2022.893216},
timestamp = {Mon, 16 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/JiangZZS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/SaebiKZJKC22,
author = {Mandana Saebi and
Steven Kreig and
Chuxu Zhang and
Meng Jiang and
Tomasz Kajdanowicz and
Nitesh V. Chawla},
title = {Heterogeneous relational reasoning in knowledge graphs with reinforcement
learning},
journal = {Inf. Fusion},
volume = {88},
pages = {12--21},
year = {2022},
url = {https://doi.org/10.1016/j.inffus.2022.07.001},
doi = {10.1016/J.INFFUS.2022.07.001},
timestamp = {Mon, 24 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/inffus/SaebiKZJKC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/ZhangKJW22,
author = {Chuxu Zhang and
Julia Kiseleva and
Sujay Kumar Jauhar and
Ryen W. White},
title = {Grounded Task Prioritization with Context-Aware Sequential Ranking},
journal = {{ACM} Trans. Inf. Syst.},
volume = {40},
number = {4},
pages = {68:1--68:28},
year = {2022},
url = {https://doi.org/10.1145/3486861},
doi = {10.1145/3486861},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tois/ZhangKJW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/0006P00LZ022,
author = {Lu Yu and
Shichao Pei and
Lizhong Ding and
Jun Zhou and
Longfei Li and
Chuxu Zhang and
Xiangliang Zhang},
title = {{SAIL:} Self-Augmented Graph Contrastive Learning},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {8927--8935},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i8.20875},
doi = {10.1609/AAAI.V36I8.20875},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/0006P00LZ022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/Qian0C0Z22,
author = {Yiyue Qian and
Yiming Zhang and
Nitesh V. Chawla and
Yanfang Ye and
Chuxu Zhang},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {Malicious Repositories Detection with Adversarial Heterogeneous Graph
Contrastive Learning},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {1645--1654},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557384},
doi = {10.1145/3511808.3557384},
timestamp = {Wed, 19 Oct 2022 12:52:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/Qian0C0Z22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/0006PZL0Z022,
author = {Lu Yu and
Shichao Pei and
Feng Zhu and
Longfei Li and
Jun Zhou and
Chuxu Zhang and
Xiangliang Zhang},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {A Biased Sampling Method for Imbalanced Personalized Ranking},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {2393--2402},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557218},
doi = {10.1145/3511808.3557218},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/0006PZL0Z022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/Zhang0L00Z22,
author = {Chunhui Zhang and
Chao Huang and
Youhuan Li and
Xiangliang Zhang and
Yanfang Ye and
Chuxu Zhang},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {Look Twice as Much as You Say: Scene Graph Contrastive Learning for
Self-Supervised Image Caption Generation},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {2519--2528},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557382},
doi = {10.1145/3511808.3557382},
timestamp = {Wed, 19 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/Zhang0L00Z22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/Ju00Z022,
author = {Mingxuan Ju and
Wenhao Yu and
Tong Zhao and
Chuxu Zhang and
Yanfang Ye},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Grape: Knowledge Graph Enhanced Passage Reader for Open-domain Question
Answering},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022},
pages = {169--181},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-emnlp.13},
doi = {10.18653/V1/2022.FINDINGS-EMNLP.13},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/Ju00Z022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WuZ0ZWZ22,
author = {Jiele Wu and
Chunhui Zhang and
Zheyuan Liu and
Erchi Zhang and
Steven Wilson and
Chuxu Zhang},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {GraphBERT: Bridging Graph and Text for Malicious Behavior Detection
on Social Media},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {548--557},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00065},
doi = {10.1109/ICDM54844.2022.00065},
timestamp = {Thu, 02 Feb 2023 13:50:02 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WuZ0ZWZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/0001ZG0MC22,
author = {Yijun Tian and
Chuxu Zhang and
Zhichun Guo and
Chao Huang and
Ronald A. Metoyer and
Nitesh V. Chawla},
editor = {Luc De Raedt},
title = {RecipeRec: {A} Heterogeneous Graph Learning Model for Recipe Recommendation},
booktitle = {Proceedings of the Thirty-First International Joint Conference on
Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July
2022},
pages = {3466--3472},
publisher = {ijcai.org},
year = {2022},
url = {https://doi.org/10.24963/ijcai.2022/481},
doi = {10.24963/IJCAI.2022/481},
timestamp = {Wed, 27 Jul 2022 16:43:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/0001ZG0MC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/TianZGMMC22,
author = {Yijun Tian and
Chuxu Zhang and
Zhichun Guo and
Yihong Ma and
Ronald A. Metoyer and
Nitesh V. Chawla},
editor = {Luc De Raedt},
title = {Recipe2Vec: Multi-modal Recipe Representation Learning with Graph
Neural Networks},
booktitle = {Proceedings of the Thirty-First International Joint Conference on
Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July
2022},
pages = {3473--3479},
publisher = {ijcai.org},
year = {2022},
url = {https://doi.org/10.24963/ijcai.2022/482},
doi = {10.24963/IJCAI.2022/482},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/TianZGMMC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhangK0WWZY22,
author = {Jianfei Zhang and
Ai{-}Te Kuo and
Jianan Zhao and
Qianlong Wen and
Erin L. Winstanley and
Chuxu Zhang and
Yanfang Ye},
editor = {Luc De Raedt},
title = {Rx-refill Graph Neural Network to Reduce Drug Overprescribing Risks
(Extended Abstract)},
booktitle = {Proceedings of the Thirty-First International Joint Conference on
Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July
2022},
pages = {5379--5383},
publisher = {ijcai.org},
year = {2022},
url = {https://doi.org/10.24963/ijcai.2022/755},
doi = {10.24963/IJCAI.2022/755},
timestamp = {Wed, 01 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/ZhangK0WWZY22.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/Qian0WYZ22,
author = {Yiyue Qian and
Yiming Zhang and
Qianlong Wen and
Yanfang Ye and
Chuxu Zhang},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Rep2Vec: Repository Embedding via Heterogeneous Graph Adversarial
Contrastive Learning},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {1390--1400},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539324},
doi = {10.1145/3534678.3539324},
timestamp = {Mon, 28 Aug 2023 21:17:29 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Qian0WYZ22.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/WenOZQYZ22,
author = {Qianlong Wen and
Zhongyu Ouyang and
Jianfei Zhang and
Yiyue Qian and
Yanfang Ye and
Chuxu Zhang},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Disentangled Dynamic Heterogeneous Graph Learning for Opioid Overdose
Prediction},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {2009--2019},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539279},
doi = {10.1145/3534678.3539279},
timestamp = {Wed, 01 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/WenOZQYZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Xia0Z22,
author = {Lianghao Xia and
Chao Huang and
Chuxu Zhang},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Self-Supervised Hypergraph Transformer for Recommender Systems},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {2100--2109},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539473},
doi = {10.1145/3534678.3539473},
timestamp = {Mon, 15 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Xia0Z22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangWYZ022,
author = {Qiannan Zhang and
Xiaodong Wu and
Qiang Yang and
Chuxu Zhang and
Xiangliang Zhang},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Few-shot Heterogeneous Graph Learning via Cross-domain Knowledge Transfer},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {2450--2460},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539431},
doi = {10.1145/3534678.3539431},
timestamp = {Fri, 03 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZhangWYZ022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DingZTC022,
author = {Kaize Ding and
Chuxu Zhang and
Jie Tang and
Nitesh V. Chawla and
Huan Liu},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Toward Graph Minimally-Supervised Learning},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {4782--4783},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3542602},
doi = {10.1145/3534678.3542602},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/DingZTC022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/QianZ0W0Z22,
author = {Yiyue Qian and
Chunhui Zhang and
Yiming Zhang and
Qianlong Wen and
Yanfang Ye and
Chuxu Zhang},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Co-Modality Graph Contrastive Learning for Imbalanced Node Classification},
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/65cbe3e21ac62553111d9ecf7d60c18e-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/QianZ0W0Z22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YueZZL22,
author = {Han Yue and
Chunhui Zhang and
Chuxu Zhang and
Hongfu Liu},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Label-invariant Augmentation for Semi-Supervised Graph Classification},
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/bcc0b4fc47c21e143461bb98c1d55926-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YueZZL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhangWYZ022,
author = {Qiannan Zhang and
Xiaodong Wu and
Qiang Yang and
Chuxu Zhang and
Xiangliang Zhang},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {HG-Meta: Graph Meta-learning over Heterogeneous Graphs},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {397--405},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.45},
doi = {10.1137/1.9781611977172.45},
timestamp = {Sat, 30 Sep 2023 09:55:58 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhangWYZ022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/FanJZY22,
author = {Yujie Fan and
Mingxuan Ju and
Chuxu Zhang and
Yanfang Ye},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Heterogeneous Temporal Graph Neural Network},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {657--665},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.74},
doi = {10.1137/1.9781611977172.74},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/FanJZY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0002QYZ22,
author = {Yiming Zhang and
Yiyue Qian and
Yanfang Ye and
Chuxu Zhang},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Adapting Distilled Knowledge for Few-shot Relation Reasoning over
Knowledge Graphs},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {666--674},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.75},
doi = {10.1137/1.9781611977172.75},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0002QYZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/YangZZ022,
author = {Qiang Yang and
Qiannan Zhang and
Chuxu Zhang and
Xiangliang Zhang},
editor = {K. Selcuk Candan and
Huan Liu and
Leman Akoglu and
Xin Luna Dong and
Jiliang Tang},
title = {Interpretable Relation Learning on Heterogeneous Graphs},
booktitle = {{WSDM} '22: The Fifteenth {ACM} International Conference on Web Search
and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25,
2022},
pages = {1266--1274},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3488560.3498508},
doi = {10.1145/3488560.3498508},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/YangZZ022.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-2205-09802,
author = {Han Yue and
Chunhui Zhang and
Chuxu Zhang and
Hongfu Liu},
title = {Label-invariant Augmentation for Semi-Supervised Graph Classification},
journal = {CoRR},
volume = {abs/2205.09802},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.09802},
doi = {10.48550/ARXIV.2205.09802},
eprinttype = {arXiv},
eprint = {2205.09802},
timestamp = {Fri, 01 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-09802.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-12396,
author = {Yijun Tian and
Chuxu Zhang and
Zhichun Guo and
Yihong Ma and
Ronald A. Metoyer and
Nitesh V. Chawla},
title = {Recipe2Vec: Multi-modal Recipe Representation Learning with Graph
Neural Networks},
journal = {CoRR},
volume = {abs/2205.12396},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.12396},
doi = {10.48550/ARXIV.2205.12396},
eprinttype = {arXiv},
eprint = {2205.12396},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-12396.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-14005,
author = {Yijun Tian and
Chuxu Zhang and
Zhichun Guo and
Chao Huang and
Ronald A. Metoyer and
Nitesh V. Chawla},
title = {RecipeRec: {A} Heterogeneous Graph Learning Model for Recipe Recommendation},
journal = {CoRR},
volume = {abs/2205.14005},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.14005},
doi = {10.48550/ARXIV.2205.14005},
eprinttype = {arXiv},
eprint = {2205.14005},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-14005.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-2207-04869,
author = {Zhichun Guo and
Bozhao Nan and
Yijun Tian and
Olaf Wiest and
Chuxu Zhang and
Nitesh V. Chawla},
title = {Graph-based Molecular Representation Learning},
journal = {CoRR},
volume = {abs/2207.04869},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.04869},
doi = {10.48550/ARXIV.2207.04869},
eprinttype = {arXiv},
eprint = {2207.04869},
timestamp = {Thu, 14 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-04869.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-14338,
author = {Lianghao Xia and
Chao Huang and
Chuxu Zhang},
title = {Self-Supervised Hypergraph Transformer for Recommender Systems},
journal = {CoRR},
volume = {abs/2207.14338},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.14338},
doi = {10.48550/ARXIV.2207.14338},
eprinttype = {arXiv},
eprint = {2207.14338},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-14338.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-09957,
author = {Yijun Tian and
Kaiwen Dong and
Chunhui Zhang and
Chuxu Zhang and
Nitesh V. Chawla},
title = {Heterogeneous Graph Masked Autoencoders},
journal = {CoRR},
volume = {abs/2208.09957},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.09957},
doi = {10.48550/ARXIV.2208.09957},
eprinttype = {arXiv},
eprint = {2208.09957},
timestamp = {Mon, 29 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-09957.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-10010,
author = {Yijun Tian and
Chuxu Zhang and
Zhichun Guo and
Xiangliang Zhang and
Nitesh V. Chawla},
title = {{NOSMOG:} Learning Noise-robust and Structure-aware MLPs on Graphs},
journal = {CoRR},
volume = {abs/2208.10010},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.10010},
doi = {10.48550/ARXIV.2208.10010},
eprinttype = {arXiv},
eprint = {2208.10010},
timestamp = {Mon, 29 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-10010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-07699,
author = {Qianlong Wen and
Zhongyu Ouyang and
Chunhui Zhang and
Yiyue Qian and
Yanfang Ye and
Chuxu Zhang},
title = {Adversarial Cross-View Disentangled Graph Contrastive Learning},
journal = {CoRR},
volume = {abs/2209.07699},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.07699},
doi = {10.48550/ARXIV.2209.07699},
eprinttype = {arXiv},
eprint = {2209.07699},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-07699.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-2210-00162,
author = {Chunhui Zhang and
Chao Huang and
Yijun Tian and
Qianlong Wen and
Zhongyu Ouyang and
Youhuan Li and
Yanfang Ye and
Chuxu Zhang},
title = {Diving into Unified Data-Model Sparsity for Class-Imbalanced Graph
Representation Learning},
journal = {CoRR},
volume = {abs/2210.00162},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.00162},
doi = {10.48550/ARXIV.2210.00162},
eprinttype = {arXiv},
eprint = {2210.00162},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-00162.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-02016,
author = {Mingxuan Ju and
Tong Zhao and
Qianlong Wen and
Wenhao Yu and
Neil Shah and
Yanfang Ye and
Chuxu Zhang},
title = {Multi-task Self-supervised Graph Neural Networks Enable Stronger Task
Generalization},
journal = {CoRR},
volume = {abs/2210.02016},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.02016},
doi = {10.48550/ARXIV.2210.02016},
eprinttype = {arXiv},
eprint = {2210.02016},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-02016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-02933,
author = {Mingxuan Ju and
Wenhao Yu and
Tong Zhao and
Chuxu Zhang and
Yanfang Ye},
title = {Grape: Knowledge Graph Enhanced Passage Reader for Open-domain Question
Answering},
journal = {CoRR},
volume = {abs/2210.02933},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.02933},
doi = {10.48550/ARXIV.2210.02933},
eprinttype = {arXiv},
eprint = {2210.02933},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-02933.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-05920,
author = {Zhichun Guo and
Chunhui Zhang and
Yujie Fan and
Yijun Tian and
Chuxu Zhang and
Nitesh V. Chawla},
title = {Boosting Graph Neural Networks via Adaptive Knowledge Distillation},
journal = {CoRR},
volume = {abs/2210.05920},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.05920},
doi = {10.48550/ARXIV.2210.05920},
eprinttype = {arXiv},
eprint = {2210.05920},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-05920.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-10782,
author = {Mingxuan Ju and
Yujie Fan and
Chuxu Zhang and
Yanfang Ye},
title = {Let Graph be the Go Board: Gradient-free Node Injection Attack for
Graph Neural Networks via Reinforcement Learning},
journal = {CoRR},
volume = {abs/2211.10782},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.10782},
doi = {10.48550/ARXIV.2211.10782},
eprinttype = {arXiv},
eprint = {2211.10782},
timestamp = {Thu, 24 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-10782.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/TianZMC21,
author = {Yijun Tian and
Chuxu Zhang and
Ronald A. Metoyer and
Nitesh V. Chawla},
title = {Recipe Recommendation With Hierarchical Graph Attention Network},
journal = {Frontiers Big Data},
volume = {4},
pages = {778417},
year = {2021},
url = {https://doi.org/10.3389/fdata.2021.778417},
doi = {10.3389/FDATA.2021.778417},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/TianZMC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/ZhangYYHSCJC21,
author = {Chuxu Zhang and
Huaxiu Yao and
Lu Yu and
Chao Huang and
Dongjin Song and
Haifeng Chen and
Meng Jiang and
Nitesh V. Chawla},
title = {Inductive Contextual Relation Learning for Personalization},
journal = {{ACM} Trans. Inf. Syst.},
volume = {39},
number = {3},
pages = {35:1--35:22},
year = {2021},
url = {https://doi.org/10.1145/3450353},
doi = {10.1145/3450353},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tois/ZhangYYHSCJC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/TianZMC21,
author = {Yijun Tian and
Chuxu Zhang and
Ronald A. Metoyer and
Nitesh V. Chawla},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {Recipe Representation Learning with Networks},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {1824--1833},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3482468},
doi = {10.1145/3459637.3482468},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/TianZMC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhangK0WWZY21,
author = {Jianfei Zhang and
Ai{-}Te Kuo and
Jianan Zhao and
Qianlong Wen and
Erin L. Winstanley and
Chuxu Zhang and
Yanfang Ye},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {RxNet: Rx-refill Graph Neural Network for Overprescribing Detection},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {2537--2546},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3482465},
doi = {10.1145/3459637.3482465},
timestamp = {Wed, 01 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/ZhangK0WWZY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Qian0YZ21,
author = {Yiyue Qian and
Yiming Zhang and
Yanfang Ye and
Chuxu Zhang},
editor = {Zhi{-}Hua Zhou},
title = {Adapting Meta Knowledge with Heterogeneous Information Network for
{COVID-19} Themed Malicious Repository Detection},
booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial
Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27
August 2021},
pages = {3684--3690},
publisher = {ijcai.org},
year = {2021},
url = {https://doi.org/10.24963/ijcai.2021/507},
doi = {10.24963/IJCAI.2021/507},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/Qian0YZ21.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 16:18:31 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhangL021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/QianZYZ21,
author = {Yiyue Qian and
Yiming Zhang and
Yanfang Ye and
Chuxu Zhang},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Distilling Meta Knowledge on Heterogeneous Graph for Illicit Drug
Trafficker Detection on Social Media},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {26911--26923},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/e234e195f3789f05483378c397db1cb5-Abstract.html},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/QianZYZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhaoWSYZ21,
author = {Jianan Zhao and
Qianlong Wen and
Shiyu Sun and
Yanfang Ye and
Chuxu Zhang},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Multi-view Self-supervised Heterogeneous Graph Embedding},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {319--334},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_20},
doi = {10.1007/978-3-030-86520-7\_20},
timestamp = {Wed, 28 Jun 2023 16:19:42 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZhaoWSYZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/GuoZYHW0C21,
author = {Zhichun Guo and
Chuxu Zhang and
Wenhao Yu and
John Herr and
Olaf Wiest and
Meng Jiang and
Nitesh V. Chawla},
editor = {Jure Leskovec and
Marko Grobelnik and
Marc Najork and
Jie Tang and
Leila Zia},
title = {Few-Shot Graph Learning for Molecular Property Prediction},
booktitle = {{WWW} '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia,
April 19-23, 2021},
pages = {2559--2567},
publisher = {{ACM} / {IW3C2}},
year = {2021},
url = {https://doi.org/10.1145/3442381.3450112},
doi = {10.1145/3442381.3450112},
timestamp = {Thu, 21 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/GuoZYHW0C21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-07916,
author = {Zhichun Guo and
Chuxu Zhang and
Wenhao Yu and
John Herr and
Olaf Wiest and
Meng Jiang and
Nitesh V. Chawla},
title = {Few-Shot Graph Learning for Molecular Property Prediction},
journal = {CoRR},
volume = {abs/2102.07916},
year = {2021},
url = {https://arxiv.org/abs/2102.07916},
eprinttype = {arXiv},
eprint = {2102.07916},
timestamp = {Thu, 21 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-07916.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-13889,
author = {Yujie Fan and
Mingxuan Ju and
Chuxu Zhang and
Liang Zhao and
Yanfang Ye},
title = {Heterogeneous Temporal Graph Neural Network},
journal = {CoRR},
volume = {abs/2110.13889},
year = {2021},
url = {https://arxiv.org/abs/2110.13889},
eprinttype = {arXiv},
eprint = {2110.13889},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-13889.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangYHJLC20,
author = {Chuxu Zhang and
Huaxiu Yao and
Chao Huang and
Meng Jiang and
Zhenhui Li and
Nitesh V. Chawla},
title = {Few-Shot Knowledge Graph Completion},
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 = {3041--3048},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i03.5698},
doi = {10.1609/AAAI.V34I03.5698},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhangYHJLC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YaoZWJWHCL20,
author = {Huaxiu Yao and
Chuxu Zhang and
Ying Wei and
Meng Jiang and
Suhang Wang and
Junzhou Huang and
Nitesh V. Chawla and
Zhenhui Li},
title = {Graph Few-Shot Learning via Knowledge Transfer},
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 = {6656--6663},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.6142},
doi = {10.1609/AAAI.V34I04.6142},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/YaoZWJWHCL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/GuoYZ0C20,
author = {Zhichun Guo and
Wenhao Yu and
Chuxu Zhang and
Meng Jiang and
Nitesh V. Chawla},
editor = {Mathieu d'Aquin and
Stefan Dietze and
Claudia Hauff and
Edward Curry and
Philippe Cudr{\'{e}}{-}Mauroux},
title = {GraSeq: Graph and Sequence Fusion Learning for Molecular Property
Prediction},
booktitle = {{CIKM} '20: The 29th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020},
pages = {435--443},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3340531.3411981},
doi = {10.1145/3340531.3411981},
timestamp = {Thu, 21 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/GuoYZ0C20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/Zhang0S0C20,
author = {Chuxu Zhang and
Lu Yu and
Mandana Saebi and
Meng Jiang and
Nitesh V. Chawla},
editor = {Trevor Cohn and
Yulan He and
Yang Liu},
title = {Few-Shot Multi-Hop Relation Reasoning over Knowledge Bases},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2020, Online Event, 16-20 November 2020},
series = {Findings of {ACL}},
volume = {{EMNLP} 2020},
pages = {580--585},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.findings-emnlp.51},
doi = {10.18653/V1/2020.FINDINGS-EMNLP.51},
timestamp = {Wed, 23 Mar 2022 10:11:55 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/Zhang0S0C20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/HuangZDB20,
author = {Chao Huang and
Chuxu Zhang and
Peng Dai and
Liefeng Bo},
editor = {Christian Bessiere},
title = {Cross-Interaction Hierarchical Attention Networks for Urban Anomaly
Prediction},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {4359--4365},
publisher = {ijcai.org},
year = {2020},
url = {https://doi.org/10.24963/ijcai.2020/601},
doi = {10.24963/IJCAI.2020/601},
timestamp = {Thu, 09 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/HuangZDB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Zhang0ZYC20,
author = {Chuxu Zhang and
Meng Jiang and
Xiangliang Zhang and
Yanfang Ye and
Nitesh V. Chawla},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {Multi-modal Network Representation Learning},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {3557--3558},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3406475},
doi = {10.1145/3394486.3406475},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Zhang0ZYC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/Zhang20,
author = {Chuxu Zhang},
editor = {James Caverlee and
Xia (Ben) Hu and
Mounia Lalmas and
Wei Wang},
title = {Learning from Heterogeneous Networks: Methods and Applications},
booktitle = {{WSDM} '20: The Thirteenth {ACM} International Conference on Web Search
and Data Mining, Houston, TX, USA, February 3-7, 2020},
pages = {927--928},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3336191.3372182},
doi = {10.1145/3336191.3372182},
timestamp = {Fri, 24 Jan 2020 11:22:16 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/Zhang20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/WuHZC20,
author = {Xian Wu and
Chao Huang and
Chuxu Zhang and
Nitesh V. Chawla},
editor = {Yennun Huang and
Irwin King and
Tie{-}Yan Liu and
Maarten van Steen},
title = {Hierarchically Structured Transformer Networks for Fine-Grained Spatial
Event Forecasting},
booktitle = {{WWW} '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020},
pages = {2320--2330},
publisher = {{ACM} / {IW3C2}},
year = {2020},
url = {https://doi.org/10.1145/3366423.3380296},
doi = {10.1145/3366423.3380296},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/WuHZC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-06050,
author = {Mandana Saebi and
Steven J. Krieg and
Chuxu Zhang and
Meng Jiang and
Nitesh V. Chawla},
title = {Heterogeneous Relational Reasoning in Knowledge Graphs with Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2003.06050},
year = {2020},
url = {https://arxiv.org/abs/2003.06050},
eprinttype = {arXiv},
eprint = {2003.06050},
timestamp = {Sat, 13 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-06050.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-09272,
author = {Lu Yu and
Shichao Pei and
Chuxu Zhang and
Shangsong Liang and
Xiao Bai and
Xiangliang Zhang},
title = {Addressing Class-Imbalance Problem in Personalized Ranking},
journal = {CoRR},
volume = {abs/2005.09272},
year = {2020},
url = {https://arxiv.org/abs/2005.09272},
eprinttype = {arXiv},
eprint = {2005.09272},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-09272.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-00934,
author = {Lu Yu and
Shichao Pei and
Chuxu Zhang and
Lizhong Ding and
Jun Zhou and
Longfei Li and
Xiangliang Zhang},
title = {Self-supervised Smoothing Graph Neural Networks},
journal = {CoRR},
volume = {abs/2009.00934},
year = {2020},
url = {https://arxiv.org/abs/2009.00934},
eprinttype = {arXiv},
eprint = {2009.00934},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-00934.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangSCFLCNZCC19,
author = {Chuxu Zhang and
Dongjin Song and
Yuncong Chen and
Xinyang Feng and
Cristian Lumezanu and
Wei Cheng and
Jingchao Ni and
Bo Zong and
Haifeng Chen and
Nitesh V. Chawla},
title = {A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis
in Multivariate Time Series Data},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {1409--1416},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33011409},
doi = {10.1609/AAAI.V33I01.33011409},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhangSCFLCNZCC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YuZLZ19,
author = {Lu Yu and
Chuxu Zhang and
Shangsong Liang and
Xiangliang Zhang},
title = {Multi-Order Attentive Ranking Model for Sequential Recommendation},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {5709--5716},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33015709},
doi = {10.1609/AAAI.V33I01.33015709},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/YuZLZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/HuangZDB19,
author = {Chao Huang and
Chuxu Zhang and
Peng Dai and
Liefeng Bo},
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 = {Deep Dynamic Fusion Network for Traffic Accident Forecasting},
booktitle = {Proceedings of the 28th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2019, Beijing, China, November 3-7,
2019},
pages = {2673--2681},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3357384.3357829},
doi = {10.1145/3357384.3357829},
timestamp = {Thu, 09 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/HuangZDB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangSHSC19,
author = {Chuxu Zhang and
Dongjin Song and
Chao Huang and
Ananthram Swami and
Nitesh V. Chawla},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Heterogeneous Graph Neural Network},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {793--803},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330961},
doi = {10.1145/3292500.3330961},
timestamp = {Tue, 16 Aug 2022 23:04:27 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhangSHSC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HuangWZZZYC19,
author = {Chao Huang and
Xian Wu and
Xuchao Zhang and
Chuxu Zhang and
Jiashu Zhao and
Dawei Yin and
Nitesh V. Chawla},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Online Purchase Prediction via Multi-Scale Modeling of Behavior Dynamics},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {2613--2622},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330790},
doi = {10.1145/3292500.3330790},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HuangWZZZYC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/ZhangSC19,
author = {Chuxu Zhang and
Ananthram Swami and
Nitesh V. Chawla},
editor = {J. Shane Culpepper and
Alistair Moffat and
Paul N. Bennett and
Kristina Lerman},
title = {{SHNE:} Representation Learning for Semantic-Associated Heterogeneous
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 = {690--698},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3289600.3291001},
doi = {10.1145/3289600.3291001},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/ZhangSC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/HuangZZWCY19,
author = {Chao Huang and
Chuxu Zhang and
Jiashu Zhao and
Xian Wu and
Nitesh V. Chawla and
Dawei Yin},
editor = {Ling Liu and
Ryen W. White and
Amin Mantrach and
Fabrizio Silvestri and
Julian J. McAuley and
Ricardo Baeza{-}Yates and
Leila Zia},
title = {MiST: {A} Multiview and Multimodal Spatial-Temporal Learning Framework
for Citywide Abnormal Event Forecasting},
booktitle = {The World Wide Web Conference, {WWW} 2019, San Francisco, CA, USA,
May 13-17, 2019},
pages = {717--728},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3308558.3313730},
doi = {10.1145/3308558.3313730},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/HuangZZWCY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-03053,
author = {Huaxiu Yao and
Chuxu Zhang and
Ying Wei and
Meng Jiang and
Suhang Wang and
Junzhou Huang and
Nitesh V. Chawla and
Zhenhui Li},
title = {Graph Few-shot Learning via Knowledge Transfer},
journal = {CoRR},
volume = {abs/1910.03053},
year = {2019},
url = {http://arxiv.org/abs/1910.03053},
eprinttype = {arXiv},
eprint = {1910.03053},
timestamp = {Sun, 02 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-03053.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-11298,
author = {Chuxu Zhang and
Huaxiu Yao and
Chao Huang and
Meng Jiang and
Zhenhui Li and
Nitesh V. Chawla},
title = {Few-Shot Knowledge Graph Completion},
journal = {CoRR},
volume = {abs/1911.11298},
year = {2019},
url = {http://arxiv.org/abs/1911.11298},
eprinttype = {arXiv},
eprint = {1911.11298},
timestamp = {Thu, 04 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-11298.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YuZPSZ18,
author = {Lu Yu and
Chuxu Zhang and
Shichao Pei and
Guolei Sun and
Xiangliang Zhang},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {WalkRanker: {A} Unified Pairwise Ranking Model With Multiple Relations
for Item 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 = {2596--2603},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11866},
doi = {10.1609/AAAI.V32I1.11866},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/YuZPSZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhangYZC18,
author = {Chuxu Zhang and
Lu Yu and
Xiangliang Zhang and
Nitesh V. Chawla},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {Task-Guided and Semantic-Aware Ranking for Academic Author-Paper Correlation
Inference},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {3641--3647},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/506},
doi = {10.24963/IJCAI.2018/506},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ZhangYZC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ZhangHYZC18,
author = {Chuxu Zhang and
Chao Huang and
Lu Yu and
Xiangliang Zhang and
Nitesh V. Chawla},
editor = {Pierre{-}Antoine Champin and
Fabien Gandon and
Mounia Lalmas and
Panagiotis G. Ipeirotis},
title = {Camel: Content-Aware and Meta-path Augmented Metric Learning for Author
Identification},
booktitle = {Proceedings of the 2018 World Wide Web Conference on World Wide Web,
{WWW} 2018, Lyon, France, April 23-27, 2018},
pages = {709--718},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3178876.3186152},
doi = {10.1145/3178876.3186152},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/ZhangHYZC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-04983,
author = {Chuxu Zhang and
Ananthram Swami and
Nitesh V. Chawla},
title = {{CARL:} Content-Aware Representation Learning for Heterogeneous Networks},
journal = {CoRR},
volume = {abs/1805.04983},
year = {2018},
url = {http://arxiv.org/abs/1805.04983},
eprinttype = {arXiv},
eprint = {1805.04983},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-04983.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-08055,
author = {Chuxu Zhang and
Dongjin Song and
Yuncong Chen and
Xinyang Feng and
Cristian Lumezanu and
Wei Cheng and
Jingchao Ni and
Bo Zong and
Haifeng Chen and
Nitesh V. Chawla},
title = {A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis
in Multivariate Time Series Data},
journal = {CoRR},
volume = {abs/1811.08055},
year = {2018},
url = {http://arxiv.org/abs/1811.08055},
eprinttype = {arXiv},
eprint = {1811.08055},
timestamp = {Fri, 18 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-08055.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apweb/ZhangYLZZ17,
author = {Chuxu Zhang and
Lu Yu and
Chuang Liu and
Zi{-}Ke Zhang and
Tao Zhou},
editor = {Lei Chen and
Christian S. Jensen and
Cyrus Shahabi and
Xiaochun Yang and
Xiang Lian},
title = {A Community-Aware Approach to Minimizing Dissemination in Graphs},
booktitle = {Web and Big Data - First International Joint Conference, APWeb-WAIM
2017, Beijing, China, July 7-9, 2017, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {10366},
pages = {85--99},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-63579-8\_8},
doi = {10.1007/978-3-319-63579-8\_8},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/apweb/ZhangYLZZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apweb/ZhangLYZZ17,
author = {Chuxu Zhang and
Chuang Liu and
Lu Yu and
Zi{-}Ke Zhang and
Tao Zhou},
editor = {Lei Chen and
Christian S. Jensen and
Cyrus Shahabi and
Xiaochun Yang and
Xiang Lian},
title = {Identifying the Academic Rising Stars via Pairwise Citation Increment
Ranking},
booktitle = {Web and Big Data - First International Joint Conference, APWeb-WAIM
2017, Beijing, China, July 7-9, 2017, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {10366},
pages = {475--483},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-63579-8\_36},
doi = {10.1007/978-3-319-63579-8\_36},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/apweb/ZhangLYZZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/ZhangYZC17,
author = {Chuxu Zhang and
Lu Yu and
Xiangliang Zhang and
Nitesh V. Chawla},
editor = {Jian{-}Yun Nie and
Zoran Obradovic and
Toyotaro Suzumura and
Rumi Ghosh and
Raghunath Nambiar and
Chonggang Wang and
Hui Zang and
Ricardo Baeza{-}Yates and
Xiaohua Hu and
Jeremy Kepner and
Alfredo Cuzzocrea and
Jian Tang and
Masashi Toyoda},
title = {ImWalkMF: Joint matrix factorization and implicit walk integrative
learning for recommendation},
booktitle = {2017 {IEEE} International Conference on Big Data {(IEEE} BigData 2017),
Boston, MA, USA, December 11-14, 2017},
pages = {857--866},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/BigData.2017.8258001},
doi = {10.1109/BIGDATA.2017.8258001},
timestamp = {Fri, 19 Nov 2021 16:08:20 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/ZhangYZC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhangYWSZ17,
author = {Chuxu Zhang and
Lu Yu and
Yan Wang and
Chirag Shah and
Xiangliang Zhang},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Collaborative User Network Embedding for Social Recommender Systems},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {381--389},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.43},
doi = {10.1137/1.9781611974973.43},
timestamp = {Mon, 07 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhangYWSZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/waim/YuZZHLZ16,
author = {Lu Yu and
Ge Zhou and
Chu{-}Xu Zhang and
Junming Huang and
Chuang Liu and
Zi{-}Ke Zhang},
editor = {Bin Cui and
Nan Zhang and
Jianliang Xu and
Xiang Lian and
Dexi Liu},
title = {RankMBPR: Rank-Aware Mutual Bayesian Personalized Ranking for Item
Recommendation},
booktitle = {Web-Age Information Management - 17th International Conference, {WAIM}
2016, Nanchang, China, June 3-5, 2016, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9658},
pages = {244--256},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-39937-9\_19},
doi = {10.1007/978-3-319-39937-9\_19},
timestamp = {Wed, 24 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/waim/YuZZHLZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/waim/ZhangYLZZ16,
author = {Chuxu Zhang and
Lu Yu and
Jie Lu and
Tao Zhou and
Zi{-}Ke Zhang},
editor = {Bin Cui and
Nan Zhang and
Jianliang Xu and
Xiang Lian and
Dexi Liu},
title = {AdaWIRL: {A} Novel Bayesian Ranking Approach for Personal Big-Hit
Paper Prediction},
booktitle = {Web-Age Information Management - 17th International Conference, {WAIM}
2016, Nanchang, China, June 3-5, 2016, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9659},
pages = {342--355},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-39958-4\_27},
doi = {10.1007/978-3-319-39958-4\_27},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/waim/ZhangYLZZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangLYZZ16,
author = {Chuxu Zhang and
Chuang Liu and
Lu Yu and
Zi{-}Ke Zhang and
Tao Zhou},
title = {Identifying the Academic Rising Stars},
journal = {CoRR},
volume = {abs/1606.05752},
year = {2016},
url = {http://arxiv.org/abs/1606.05752},
eprinttype = {arXiv},
eprint = {1606.05752},
timestamp = {Wed, 24 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhangLYZZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhouYZLZZ15,
author = {Ge Zhou and
Lu Yu and
Chu{-}Xu Zhang and
Chuang Liu and
Zi{-}Ke Zhang and
Jianlin Zhang},
title = {A Novel Approach for Generating Personalized Mention List on Micro-Blogging
System},
booktitle = {{IEEE} International Conference on Data Mining Workshop, {ICDMW} 2015,
Atlantic City, NJ, USA, November 14-17, 2015},
pages = {1368--1374},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDMW.2015.51},
doi = {10.1109/ICDMW.2015.51},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhouYZLZZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SunLZZ13,
author = {Ye Sun and
Chuang Liu and
Chu{-}Xu Zhang and
Zi{-}Ke Zhang},
title = {Epidemic Spreading on Weighted Complex Networks},
journal = {CoRR},
volume = {abs/1308.4014},
year = {2013},
url = {http://arxiv.org/abs/1308.4014},
eprinttype = {arXiv},
eprint = {1308.4014},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SunLZZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangZYLLY13,
author = {Chu{-}Xu Zhang and
Zi{-}Ke Zhang and
Lu Yu and
Chuang Liu and
Hao Liu and
Xiao{-}Yong Yan},
title = {Information Filtering via Collaborative User Clustering Modeling},
journal = {CoRR},
volume = {abs/1309.0691},
year = {2013},
url = {http://arxiv.org/abs/1309.0691},
eprinttype = {arXiv},
eprint = {1309.0691},
timestamp = {Wed, 24 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhangZYLLY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangZHL13,
author = {Zi{-}Ke Zhang and
Chu{-}Xu Zhang and
Xiao{-}Pu Han and
Chuang Liu},
title = {Emergence of Blind Areas in Information Spreading},
journal = {CoRR},
volume = {abs/1310.4707},
year = {2013},
url = {http://arxiv.org/abs/1310.4707},
eprinttype = {arXiv},
eprint = {1310.4707},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhangZHL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1209-6217,
author = {Chu{-}Xu Zhang and
Zi{-}Ke Zhang and
Chuang Liu},
title = {An Evolving model of online bipartite networks},
journal = {CoRR},
volume = {abs/1209.6217},
year = {2012},
url = {http://arxiv.org/abs/1209.6217},
eprinttype = {arXiv},
eprint = {1209.6217},
timestamp = {Thu, 13 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1209-6217.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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