Personalized Graph Transformer for Federated Graph Learning. - Haohe Jia; Yi Huang; Hongbin Zhu; Hongfeng Chai (ICASSP, 2025)

PerFedGT: A personalized federated graph transformer for scale-heterogeneous graph data. - Haohe Jia; Yi Huang; Miao Yang; Xin Xu; Hongbin Zhu; Hongfeng Chai (Inf. Process. Manag., 2025)

LacGCL: Lightweight message masking with linear attention and cross-view interaction graph contrastive learning for recommendation. - Haohe Jia; Peng Hou; Yong Zhou; Hongbin Zhu; Hongfeng Chai (Inf. Process. Manag., 2025)