| 2026 | AAAI | Connectivity-Guided Sparsification of 2-FWL GNNs: Preserving Full Expressivity with Improved Efficiency. | Rongqin Chen, Fan Mo, Pak Lon Ip, Shenghui Zhang, Dan Wu, Ye Li, Leong Hou U |
| 2025 | AAAI | Tokenphormer: Structure-aware Multi-token Graph Transformer for Node Classification. | Zijie Zhou, Zhaoqi Lu, Xuekai Wei, Rongqin Chen, Shenghui Zhang, Pak Lon Ip, Leong Hou U |
| 2025 | CIKM | Advancing Graph Isomorphism Tests with Metric Space Indicators: A Tool for Improving Graph Learning Tasks. | Shenghui Zhang, Pak Lon Ip, Rongqin Chen, Shunran Zhang, Leong Hou U |
| 2025 | KDD | Enhanced Subgraph Learning in 2-FWL GNNs via Local Connectivity, Spectral, and Distance Encodings. | Rongqin Chen, Yan Li, Dan Wu, Fan Mo, Shenghui Zhang, Pak Lon Ip, Hoi Cheong Iam, Ye Li, Leong Hou U |
| 2024 | AAAI | A Computation-Aware Shape Loss Function for Point Cloud Completion. | Shunran Zhang, Xiubo Zhang, Tsz Nam Chan, Shenghui Zhang, Leong Hou U |
| 2024 | ICDM | HFGNN: Efficient Graph Neural Networks Using Hub-Fringe Structures. | Pak Lon Ip, Shenghui Zhang, Xuekai Wei, Tsz Nam Chan, Leong Hou U |
| 2020 | QRS | Research on Safety Modeling and Analysis to the Task Process of Airborne Weather System. | Haotian Niu, Cunbao Ma, Pei Han, Siyuan Li, Qi Ma, Shenghui Zhang |