Graph-Margin Based Multi-label Feature Selection. - Peng Yan 002; Yun Li (ECML/PKDD (1), 2016)

Personalization Disentanglement for Federated Learning. - Peng Yan 002; Guodong Long (ICME, 2023)

Dual Personalization on Federated Recommendation. - Chunxu Zhang; Guodong Long; Tianyi Zhou 001; Peng Yan 002; Zijian Zhang 009; Chengqi Zhang; Bo Yang 002 (IJCAI, 2023)

Graph-guided Personalization for Federated Recommendation. - Chunxu Zhang; Guodong Long; Tianyi Zhou 001; Peng Yan 002; Zijian Zhang 009; Bo Yang 002 (CoRR, 2023)

Client-Supervised Federated Learning: Towards One-Model-for-All Personalization. - Peng Yan 002; Guodong Long (ICME, 2024)

GPFedRec: Graph-Guided Personalization for Federated Recommendation. - Chunxu Zhang; Guodong Long; Tianyi Zhou 001; Zijian Zhang 009; Peng Yan 002; Bo Yang 002 (KDD, 2024)

When Federated Recommendation Meets Cold-Start Problem: Separating Item Attributes and User Interactions. - Chunxu Zhang; Guodong Long; Tianyi Zhou 001; Zijian Zhang 009; Peng Yan 002; Bo Yang 002 (WWW, 2024)

Personalized Interpretation on Federated Learning: A Virtual Concepts approach. - Peng Yan 002; Guodong Long; Jing Jiang 002; Michael Blumenstein (CoRR, 2024)

MedShort: Medicine Shortage Detection on Social Media with Privacy Preservation. - Xueping Peng; Peng Yan 002; Tao Shen 001; Ming Xie; Guodong Long (WWW (Companion Volume), 2025)

Federated Intelligence in Web: A Tutorial. - Peng Yan 002; Shengchao Chen; Guodong Long (WWW (Companion Volume), 2025)