Leveraging Personalized PageRank and Higher-Order Topological Structures for Heterophily Mitigation in Graph Neural Networks. - Yumeng Wang 011; Zengyi Wo; Wenjun Wang 002; Xingcheng Fu; Minglai Shao 001 (IJCAI, 2025)

Improving Fairness in Graph Neural Networks via Counterfactual Debiasing. - Zengyi Wo; Chang Liu; Yumeng Wang 011; Minglai Shao 001; Wenjun Wang 002 (CoRR, 2025)

Addressing Graph Anomaly Detection via Causal Edge Separation and Spectrum. - Zengyi Wo; Wenjun Wang 002; Minglai Shao 001; Chang Liu; Yumeng Wang 011; Yueheng Sun (CoRR, 2025)