Generalized Discriminative Deep Non-Negative Matrix Factorization Based on Latent Feature and Basis Learning. - Zijian Yang; Zhiwei Li 007; Lu Sun 001 (IJCAI, 2023)

Incomplete Multi-view Weak-Label Learning with Noisy Features and Imbalanced Labels. - Zhiwei Li 007; Zijian Yang; Lu Sun 001; Mineichi Kudo; Keigo Kimura (PRICAI (2), 2023)

Federated Recommendation with Additive Personalization. - Zhiwei Li 007; Guodong Long; Tianyi Zhou 001 (ICLR, 2024)

Navigating the Future of Federated Recommendation Systems with Foundation Models. - Zhiwei Li 007; Guodong Long (CoRR, 2024)

Personalized Item Representations in Federated Multimodal Recommendation. - Zhiwei Li 007; Guodong Long; Jing Jiang 002; Chengqi Zhang (CoRR, 2024)

Personalized Federated Collaborative Filtering: A Variational AutoEncoder Approach. - Zhiwei Li 007; Guodong Long; Tianyi Zhou 001; Jing Jiang 002; Chengqi Zhang (AAAI, 2025)

A Tutorial of Personalized Federated Recommender Systems: Recent Advances and Future Directions. - Jing Jiang 002; Chunxu Zhang; Honglei Zhang 002; Zhiwei Li 007; Yidong Li; Bo Yang 002 (WWW (Companion Volume), 2025)

Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition. - Jundong Chen 003; Honglei Zhang 002; Haoxuan Li 001; Chunxu Zhang; Zhiwei Li 007; Yidong Li (CoRR, 2025)

Learn to Preserve Personality: Federated Foundation Models in Recommendations. - Zhiwei Li 007; Guodong Long; Chunxu Zhang; Honglei Zhang 002; Jing Jiang 002; Chengqi Zhang (CoRR, 2025)

Personalized Recommendation Models in Federated Settings: A Survey. - Chunxu Zhang; Guodong Long; Zijian Zhang 009; Zhiwei Li 007; Honglei Zhang 002; Qiang Yang 001; Bo Yang 002 (IEEE Trans. Knowl. Data Eng., 2025)