2023

doi dblp
Unbiased and Efficient Self-Supervised Incremental Contrastive Learning
Cheng Ji | Jianxin Li | Hao Peng | Jia Wu | Xingcheng Fu | Qingyun Sun | Philip S. Yu
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023

2022

doi dblp
A Survey on Text Classification: From Traditional to Deep Learning
Qian Li | Hao Peng | Jianxin Li | Congying Xia | Renyu Yang | Lichao Sun | Philip S. Yu | Lifang He
2022 Volume 13 Issue 2

doi dblp
MuchSUM: Multi-channel Graph Neural Network for Extractive Summarization
Qianren Mao | Hongdong Zhu | Junnan Liu | Cheng Ji | Hao Peng | Jianxin Li | Lihong Wang | Zheng Wang
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

doi dblp
Position-aware Structure Learning for Graph Topology-imbalance by Relieving Under-reaching and Over-squashing
Qingyun Sun | Jianxin Li | Haonan Yuan | Xingcheng Fu | Hao Peng | Cheng Ji | Qian Li | Philip S. Yu
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

doi dblp
Curvature Graph Generative Adversarial Networks
Jianxin Li | Xingcheng Fu | Qingyun Sun | Cheng Ji | Jiajun Tan | Jia Wu | Hao Peng
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

2021

doi dblp
POLLA: Enhancing the Local Structure Awareness in Long Sequence Spatial-temporal Modeling
Haoyi Zhou | Hao Peng | Jieqi Peng | Shuai Zhang | Jianxin Li
2021 Volume 12 Issue 6

doi dblp
Graph-based Semi-Supervised Learning by Strengthening Local Label Consistency
Chen Li | Xutan Peng | Hao Peng | Jia Wu | Lihong Wang | Philip S. Yu | Jianxin Li | Lichao Sun
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

doi dblp
Differentially Private Federated Knowledge Graphs Embedding
Hao Peng | Haoran Li | Yangqiu Song | Vincent W. Zheng | Jianxin Li
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

doi dblp
Two-tier Graph Contextual Embedding for Cross-device User Matching
Hongren Huang | Shu Guo | Chen Li | Jiawei Sheng | Lihong Wang | Jianxin Li | Jing Liu | Shenghai Zhong
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

doi dblp
Knowledge-Preserving Incremental Social Event Detection via Heterogeneous GNNs
Yuwei Cao | Hao Peng | Jia Wu | Yingtong Dou | Jianxin Li | Philip S. Yu
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

doi dblp
SUGAR: Subgraph Neural Network with Reinforcement Pooling and Self-Supervised Mutual Information Mechanism
Qingyun Sun | Jianxin Li | Hao Peng | Jia Wu | Yuanxing Ning | Philip S. Yu | Lifang He
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

2019

doi dblp
HeteSpaceyWalk: A Heterogeneous Spacey Random Walk for Heterogeneous Information Network Embedding
Yu He | Yangqiu Song | Jianxin Li | Cheng Ji | Jian Peng | Hao Peng
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

2018

doi dblp
Large-Scale Hierarchical Text Classification with Recursively Regularized Deep Graph-CNN
Hao Peng | Jianxin Li | Yu He | Yaopeng Liu | Mengjiao Bao | Lihong Wang | Yangqiu Song | Qiang Yang
Proceedings of the 2018 World Wide Web Conference on World Wide Web, WWW 2018, Lyon, France, April 23-27, 2018

2017

doi dblp
PMS: an Effective Approximation Approach for Distributed Large-scale Graph Data Processing and Mining
Yingjie Cao | Yangyang Zhang | Jianxin Li
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017

doi dblp
An Efficient Approach to Event Detection and Forecasting in Dynamic Multivariate Social Media Networks
Minglai Shao | Jianxin Li | Feng Chen | Hongyi Huang | Shuai Zhang | Xunxun Chen
Proceedings of the 26th International Conference on World Wide Web, WWW 2017, Perth, Australia, April 3-7, 2017