Wang, Zichong

13 publications

NeurIPS 2025 A Unified Framework for Fair Graph Generation: Theoretical Guarantees and Empirical Advances Zichong Wang, Zhipeng Yin, Wenbin Zhang

ECML-PKDD 2025 Bridging Neural Networks and Dynamic Time Warping for Adaptive Time Series Classification Jintao Qu, Zichong Wang, Chenhao Wu, Wenbin Zhang, Dongmei Li

ICML 2025 FDGen: A Fairness-Aware Graph Generation Model Zichong Wang, Wenbin Zhang

AAAI 2025 Fair Graph U-Net: A Fair Graph Learning Framework Integrating Group and Individual Awareness Zichong Wang, Zhibo Chu, Thang Viet Doan, Shaowei Wang, Yongkai Wu, Vasile Palade, Wenbin Zhang

ECML-PKDD 2025 Fairness-Aware Graph Representation Learning with Limited Demographic Information Zichong Wang, Zhipeng Yin, Liping Yang, Jun Zhuang, Rui Yu, Qingzhao Kong, Wenbin Zhang

ICML 2025 ReQFlow: Rectified Quaternion Flow for Efficient and High-Quality Protein Backbone Generation Angxiao Yue, Zichong Wang, Hongteng Xu

ECML-PKDD 2025 Redefining Fairness: A Multi-Dimensional Perspective and Integrated Evaluation Framework Zichong Wang, Zhipeng Yin, Zhen Liu, Roland H. C. Yap, Xiaocai Zhang, Shu Hu, Wenbin Zhang

AISTATS 2025 Towards Fair Graph Learning Without Demographic Information Zichong Wang, Nhat Hoang, Xingyu Zhang, Kevin Bello, Xiangliang Zhang, Sundararaja Sitharama Iyengar, Wenbin Zhang

IJCAI 2025 Towards Fairness with Limited Demographics via Disentangled Learning Zichong Wang, Anqi Wu, Nuno Moniz, Shu Hu, Bart P. Knijnenburg, Xingquan Zhu, Wenbin Zhang

IJCAI 2025 fairGNN-WOD: Fair Graph Learning Without Complete Demographics Zichong Wang, Fang Liu, Shimei Pan, Jun Liu, Fahad Saeed, Meikang Qiu, Wenbin Zhang

ECML-PKDD 2024 Advancing Graph Counterfactual Fairness Through Fair Representation Learning Zichong Wang, Zhibo Chu, Ronald Blanco, Zhong Chen, Shu-Ching Chen, Wenbin Zhang

ECML-PKDD 2024 Individual Fairness with Group Awareness Under Uncertainty Zichong Wang, Jocelyn Dzuong, Xiaoyong Yuan, Zhong Chen, Yanzhao Wu, Xin Yao, Wenbin Zhang

ECML-PKDD 2023 FG2AN: Fairness-Aware Graph Generative Adversarial Networks Zichong Wang, Charles Wallace, Albert Bifet, Xin Yao, Wenbin Zhang