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

Enhancing Graph Neural Networks for Out-of-distribution Graph Detection thumbnail

Enhancing Graph Neural Networks for Out-of-distribution Graph Detection

Ge Zhang, Zhenyu Yang, Jia Wu, Pengfei Jiao, Jian Yang

TNNLS 2025: IEEE Transactions on Neural Networks and Learning Systems (IF 8.9, CCF-B)

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 (CORE A*, 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 (CORE A, 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 (CORE A*, CCF-A)