Da Sun Handason Tam

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 11

Top Topics

Unlabeled Training Data

Unlabeled Examples

Labeled Instances

Top Venues

ICDM (Workshops)

Publications

Siyue Xie, Yiming Li, Da Sun Handason Tam, Xiaxin Liu, Qiufang Ying, Wing Cheong Lau, Dah Ming Chiu, Shou Zhi Chen
GTEA: Inductive Representation Learning on Temporal Interaction Graphs via Temporal Edge Aggregation. PAKDD (2) (2023)
Siyue Xie, Da Sun Handason Tam, Wing Cheong Lau
Violin: Virtual Overbridge Linking for Enhancing Semi-supervised Learning on Graphs with Limited Labels. IJCAI (2023)
Da Sun Handason Tam, Yang Liu, Huanle Xu, Siyue Xie, Wing Cheong Lau
PERT-GNN: Latency Prediction for Microservice-based Cloud-Native Applications via Graph Neural Networks. KDD (2023)
Da Sun Handason Tam, Siyue Xie, Wing Cheong Lau
GraphAdaMix: Enhancing Node Representations with Graph Adaptive Mixtures. AISTATS (2022)
Siyue Xie, Da Sun Handason Tam, Wing Cheong Lau
CoCoS: Enhancing Semi-supervised Learning on Graphs with Unlabeled Data via Contrastive Context Sharing. AAAI (2022)
Da Sun Handason Tam, Siyue Xie, Wing Cheong Lau
Graph Representation Learning with Adaptive Mixtures. ICDM (Workshops) (2021)
Yiming Li, Da Sun Handason Tam, Siyue Xie, Xiaxin Liu, Qiufang Ying, Wing Cheong Lau, Dah Ming Chiu, Shou Zhi Chen
Temporal Graph Representation Learning for Detecting Anomalies in E-payment Systems. ICDM (Workshops) (2021)
Yiming Li, Da Sun Handason Tam, Siyue Xie, Xiaxin Liu, Qiufang Ying, Wing Cheong Lau, Dah Ming Chiu, Shou Zhi Chen
GTEA: Representation Learning for Temporal Interaction Graphs via Edge Aggregation. CoRR (2020)
Da Sun Handason Tam, Wing Cheong Lau, Bin Hu, Qiufang Ying, Dah Ming Chiu, Hong Liu
Identifying Illicit Accounts in Large Scale E-payment Networks - A Graph Representation Learning Approach. CoRR (2019)
Chung Chan, Ali Al-Bashabsheh, Hing Pang Huang, Michael Lim, Da Sun Handason Tam, Chao Zhao
Neural Entropic Estimation: A faster path to mutual information estimation. CoRR (2019)
Chung Chan, Ali Al-Bashabsheh, Da Sun Handason Tam, Chao Zhao
Finding Better Web Communities in Digraphs via Max-Flow Min-Cut. ISIT (2019)