Finding Better Web Communities in Digraphs via Max-Flow Min-Cut. - Chung Chan; Ali Al-Bashabsheh; Da Sun Handason Tam; Chao Zhao (ISIT, 2019)

Neural Entropic Estimation: A faster path to mutual information estimation. - Chung Chan; Ali Al-Bashabsheh; Hing Pang Huang; Michael Lim; Da Sun Handason Tam; Chao Zhao (CoRR, 2019)

Identifying Illicit Accounts in Large Scale E-payment Networks - A Graph Representation Learning Approach. - Da Sun Handason Tam; Wing Cheong Lau; Bin Hu 001; Qiufang Ying; Dah Ming Chiu; Hong Liu 013 (CoRR, 2019)

GTEA: Representation Learning for Temporal Interaction Graphs via Edge Aggregation. - Yiming Li; Da Sun Handason Tam; Siyue Xie; Xiaxin Liu; Qiufang Ying; Wing Cheong Lau; Dah Ming Chiu; Shou Zhi Chen (CoRR, 2020)

Temporal Graph Representation Learning for Detecting Anomalies in E-payment Systems. - Yiming Li; Da Sun Handason Tam; Siyue Xie; Xiaxin Liu; Qiufang Ying; Wing Cheong Lau; Dah Ming Chiu; Shou Zhi Chen (ICDM (Workshops), 2021)

Graph Representation Learning with Adaptive Mixtures. - Da Sun Handason Tam; Siyue Xie; Wing Cheong Lau (ICDM (Workshops), 2021)

CoCoS: Enhancing Semi-supervised Learning on Graphs with Unlabeled Data via Contrastive Context Sharing. - Siyue Xie; Da Sun Handason Tam; Wing Cheong Lau (AAAI, 2022)

GraphAdaMix: Enhancing Node Representations with Graph Adaptive Mixtures. - Da Sun Handason Tam; Siyue Xie; Wing Cheong Lau (AISTATS, 2022)

Violin: Virtual Overbridge Linking for Enhancing Semi-supervised Learning on Graphs with Limited Labels. - Siyue Xie; Da Sun Handason Tam; Wing Cheong Lau (IJCAI, 2023)

PERT-GNN: Latency Prediction for Microservice-based Cloud-Native Applications via Graph Neural Networks. - Da Sun Handason Tam; Yang Liu 263; Huanle Xu; Siyue Xie; Wing Cheong Lau (KDD, 2023)

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 (PAKDD (2), 2023)

FastPERT: Towards Fast Microservice Application Latency Prediction via Structural Inductive Bias over PERT Networks. - Da Sun Handason Tam; Huanle Xu; Yang Liu 263; Siyue Xie; Wing Cheong Lau (AAAI, 2025)

CRoC: Context Refactoring Contrast for Graph Anomaly Detection with Limited Supervision. - Siyue Xie; Da Sun Handason Tam; Wing Cheong Lau (CoRR, 2025)