Zhou, Yipeng

7 publications

NeurIPS 2025 Differentially Private Federated Low Rank Adaptation Beyond Fixed-Matrix Ming Wen, Jiaqi Zhu, Yuedong Xu, Yipeng Zhou, Dingding Han

IJCAI 2025 Federated Learning at the Forefront of Fairness: A Multifaceted Perspective Noorain Mukhtiar, Adnan Mahmood, Yipeng Zhou, Jian Yang, Jing Teng, Quan Z. Sheng

AAAI 2025 Overcoming Heterogeneous Data in Federated Medical Vision-Language Pre-Training: A Triple-Embedding Model Selector Approach Aowen Wang, Zhiwang Zhang, Dongang Wang, Fanyi Wang, Haotian Hu, Jinyang Guo, Yipeng Zhou, Chaoyi Pang, Shiting Wen

ICML 2024 FedLMT: Tackling System Heterogeneity of Federated Learning via Low-Rank Model Training with Theoretical Guarantees Jiahao Liu, Yipeng Zhou, Di Wu, Miao Hu, Mohsen Guizani, Quan Z. Sheng

IJCAI 2023 A Survey of Federated Evaluation in Federated Learning Behnaz Soltani, Yipeng Zhou, Venus Haghighi, John C. S. Lui

IJCAI 2023 BARA: Efficient Incentive Mechanism with Online Reward Budget Allocation in Cross-Silo Federated Learning Yunchao Yang, Yipeng Zhou, Miao Hu, Di Wu, Quan Z. Sheng

IJCAI 2023 FedDWA: Personalized Federated Learning with Dynamic Weight Adjustment Jiahao Liu, Jiang Wu, Jinyu Chen, Miao Hu, Yipeng Zhou, Di Wu