FedHigh: A Graph-Guided Aggregation Framework for Layer-Wised Personalized Federated Learning. - Haizhou Du; Chongyi Qiu; Huan Huo (ECAI, 2025)

FedHyperClass: Boosting Cross-Modal Consensus for Federated Learning with Unimodal Clients. - Haizhou Du; Chongyi Qiu (ICA3PP (2), 2025)

FedHyperGraph: A layer-wise personalized federated learning with correlation graphs in hyperbolic space. - Haizhou Du; Chongyi Qiu; Huan Huo (Neural Networks, 2026)