| 2025 | AAAI | FastPERT: Towards Fast Microservice Application Latency Prediction via Structural Inductive Bias over PERT Networks. | Da Sun Handason Tam, Huanle Xu, Yang Liu, Siyue Xie, Wing Cheong Lau |
| 2025 | ECAI | CRoC: Context Refactoring Contrast for Graph Anomaly Detection with Limited Supervision. | Siyue Xie, Da Sun Handason Tam, Wing Cheong Lau |
| 2023 | IJCAI | Violin: Virtual Overbridge Linking for Enhancing Semi-supervised Learning on Graphs with Limited Labels. | Siyue Xie, Da Sun Handason Tam, Wing Cheong Lau |
| 2023 | KDD | PERT-GNN: Latency Prediction for Microservice-based Cloud-Native Applications via Graph Neural Networks. | Da Sun Handason Tam, Yang Liu, Huanle Xu, Siyue Xie, Wing Cheong Lau |
| 2023 | PAKDD | GTEA: Inductive Representation Learning on Temporal Interaction Graphs via Temporal Edge Aggregation. | Siyue Xie, Yiming Li, Da Sun Handason Tam, Xiaxin Liu, Qiufang Ying, Wing Cheong Lau, Dah Ming Chiu, Shou Zhi Chen |
| 2022 | AAAI | CoCoS: Enhancing Semi-supervised Learning on Graphs with Unlabeled Data via Contrastive Context Sharing. | Siyue Xie, Da Sun Handason Tam, Wing Cheong Lau |
| 2022 | AISTATS | GraphAdaMix: Enhancing Node Representations with Graph Adaptive Mixtures. | Da Sun Handason Tam, Siyue Xie, Wing Cheong Lau |
| 2019 | ISIT | Finding Better Web Communities in Digraphs via Max-Flow Min-Cut. | Chung Chan, Ali Al-Bashabsheh, Da Sun Handason Tam, Chao Zhao |