| SUGAR: Subgraph Neural Network with Reinforcement Pooling and Self-Supervised Mutual Information Mechanism Q Sun, J Li, H Peng, J Wu, Y Ning, PS Yu, L He The Web Conference, WWW 2021, 2021 | 74 | 2021 |
| Graph Structure Learning with Variational Information Bottleneck Q Sun, J Li, H Peng, J Wu, X Fu, C Ji, PS Yu 36th AAAI Conference on Artificial Intelligence, AAAI 2022, 2021 | 24 | 2021 |
| Pairwise Learning for Name Disambiguation in Large-Scale Heterogeneous Academic Networks Q Sun, H Peng, J Li, S Wang, X Dong, L Zhao, PS Yu, L He 20th IEEE International Conference on Data Mining, ICDM 2020, 511-520, 2020 | 14 | 2020 |
| ACE-HGNN: Adaptive Curvature Exploration Hyperbolic Graph Neural Network X Fu, J Li, J Wu, Q Sun, C Ji, S Wang, J Tan, H Peng, PS Yu 21st IEEE International Conference on Data Mining, ICDM 2021, 2021 | 8 | 2021 |
| Position-aware Structure Learning for Graph Topology-imbalance by Relieving Under-reaching and Over-squashing Q Sun, J Li, H Yuan, X Fu, H Peng, C Ji, Q Li, PS Yu 31st ACM International Conference on Information and Knowledge Management …, 2022 | 6 | 2022 |
| Curvature Graph Generative Adversarial Networks J Li, X Fu, Q Sun, C Ji, J Tan, J Wu, H Peng The Web Conference, WWW 2022, 2022 | 4 | 2022 |
| AIQoSer: Building the efficient Inference-QoS for AI Services J Li, T Zhu, H Zhou, Q Sun, C Jiang, S Zhang, C Hu 2022 IEEE/ACM 30th International Symposium on Quality of Service (IWQoS), 1-10, 2022 | 3 | 2022 |
| A Robust and Generalized Framework for Adversarial Graph Embedding J Li, X Fu, H Peng, S Wang, S Zhu, Q Sun, PS Yu, L He IEEE Transaction on Knowledge and Data Engineering (TKDE), 2021 | 3 | 2021 |
| Heterogeneous Graph Neural Network for Privacy-Preserving Recommendation Y Wei, X Fu, Q Sun, H Peng, J Wu, J Wang, X Li 22nd IEEE International Conference on Data Mining, ICDM 2022, 2022 | 1 | 2022 |
| Unbiased and Efficient Self-Supervised Incremental Contrastive Learning C Ji, J Li, H Peng, J Wu, X Fu, Q Sun, PS Yu ACM International Conference on Web Search and Data Mining, WSDM 2023, 2023 | | 2023 |
| Adaptive curvature exploration geometric graph neural network X Fu, J Li, J Wu, J Qin, Q Sun, C Ji, S Wang, H Peng, PS Yu Knowledge and Information Systems (KAIS), 1-24, 2023 | | 2023 |
| Heterogeneous Graph Neural Network with Semantic-aware Differential Privacy Guarantees Y Wei, X Fu, D Yan, Q Sun, H Peng, J Wu, J Wang, X Li | | 2023 |
| Adaptive Subgraph Neural Network with Reinforced Critical Structure Mining J Li, Q Sun, H Peng, B Yang, J Wu, SY Phillp IEEE Transactions on Pattern Analysis & Machine Intelligence (IEEE TPAMI), 1-18, 2023 | | 2023 |
| Self-organization Preserved Graph Structure Learning with Principle of Relevant Information Q Sun, J Li, B Yang, X Fu, H Peng, PS Yu AAAI 2023, 2022 | | 2022 |
| Type Information Utilized Event Detection via Multi-Channel GNNs in Electrical Power Systems Q Li, J Li, L Wang, C Ji, Y Hei, J Sheng, Q Sun, S Xue, P Xie ACM Transactions on Web (ACM TWEB), 2022 | | 2022 |
| Automating DBSCAN via Deep Reinforcement Learning R Zhang, H Peng, Y Dou, J Wu, Q Sun, Y Li, J Zhang, PS Yu 31st ACM International Conference on Information and Knowledge Management …, 2022 | | 2022 |
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