Du, Haizhou

3 publications

NeurIPS 2025 FedFree: Breaking Knowledge-Sharing Barriers Through Layer-Wise Alignment in Heterogeneous Federated Learning Haizhou Du, Yiran Xiang, Yiwen Cai, Xiufeng Liu, Zonghan Wu, Huan Huo, Guodong Long

ECML-PKDD 2024 FedPrime: An Adaptive Critical Learning Periods Control Framework for Efficient Federated Learning in Heterogeneity Scenarios Haizhou Du, Zhiyuan Yang

NeurIPS 2024 HyperPrism: An Adaptive Non-Linear Aggregation Framework for Distributed Machine Learning over Non-IID Data and Time-Varying Communication Links Haizhou Du, Yijian Chen, Ryan Yang, Yuchen Li, Linghe Kong