Zhenyu Yang's homepage

Zhenyu Yang PhD Candidate with the School of Computing at Macquarie University

Sydney, NSW, AU Email GitHub Google Scholar

Publications

2025

Global Interpretable Graph-level Anomaly Detection via Prototype thumbnail

Global Interpretable Graph-level Anomaly Detection via Prototype

Zhenyu Yang*, Ge Zhang, Jia Wu, Jian Yang, Shan Xue, Amin Beheshti, Hao Peng, Quan Z. Sheng

SIGKDD 2025: ACM SIGKDD Conference on Knowledge Discovery and Data Mining (CCF-A)

2024

State of the Art and Potentialities of Graph-level Learning thumbnail

State of the Art and Potentialities of Graph-level Learning

Zhenyu Yang*, Ge Zhang, Jia Wu, Jian Yang, Quan Z. Sheng, Shan Xue, Chuan Zhou, Charu Aggarwal, Hao Peng, Wenbin Hu, Edwin Hancock, Pietro Li`o

CSUR 2024: ACM Computing Surveys (IF 23.8)

Minimum Entropy Principle Guided Graph Neural Networks thumbnail

Minimum Entropy Principle Guided Graph Neural Networks

Zhenyu Yang*, Ge Zhang, Jia Wu, Jian Yang, Quan Z. Sheng, Hao Peng, Angsheng Li, Shan Xue, Jianlin Su

WSDM 2023: ACM International Conference on Web Search and Data Mining (CCF-B)

2022

Dual-discriminative Graph Neural Network for Imbalanced Graph-level Anomaly Detection thumbnail

Dual-discriminative Graph Neural Network for Imbalanced Graph-level Anomaly Detection

Ge Zhang, Zhenyu Yang*, Jia Wu, Jian Yang, Shan Xue, Hao Peng, Jianlin Su, Chuan Zhou, Quan Z. Sheng, Leman Akoglu, Charu C. Aggarwal

NeurIPS 2022: Conference on Neural Information Processing Systems (CCF-A)