HfedPES: Hierarchical Personalized Federated Learning with Edge Selection. - Kunhong He; Pengzhan Zhou; Yijun Zhai; Yuepeng He; Lin Tan 011; Dewen Qiao; Songtao Guo (MSN, 2024)

FedRAV: Hierarchically Federated Region-Learning for Traffic Object Classification of Autonomous Vehicles. - Yijun Zhai; Pengzhan Zhou; Yuepeng He; Fang Qu; Zhida Qin; Xianlong Jiao; Guiyan Liu; Songtao Guo (MSN, 2024)

FedAH: Aggregated Head for Personalized Federated Learning. - Pengzhan Zhou; Yuepeng He; Yijun Zhai; Kaixin Gao; Chao Chen 004; Zhida Qin; Chong Zhang; Songtao Guo (CoRR, 2024)

FedPAW: Federated Learning With Personalized Aggregation Weights for Urban Vehicle Speed Prediction. - Yuepeng He; Pengzhan Zhou; Yijun Zhai; Fang Qu; Zhida Qin; Mingyan Li; Songtao Guo (IEEE Trans. Cloud Comput., 2024)

EfficientPIE: Real-Time Prediction on Pedestrian Crossing Intention with Sole Observation. - Fang Qu; Pengzhan Zhou; Yuepeng He; Kaixin Gao; Youyu Luo; Xin Feng; Yu Liu 021; Songtao Guo (IJCAI, 2025)

VisAlgae 2023: A Dataset and Challenge for Algae Detection in Microscopy Images. - Mingxuan Sun; Juntao Jiang; Zhiqiang Yang; Shenao Kong; Jiamin Qi; Jianru Shang; Shuangling Luo; Wanfa Sun; Tianyi Wang; Yanqi Wang; Qixuan Wang; Tingjian Dai; et al. (CoRR, 2025)

FedRAV: Hierarchically Federated Region-Learning for Traffic Object Classification of Personalized Autonomous Vehicles With Guaranteed Efficiency. - Pengzhan Zhou; Yijun Zhai; Yuepeng He; Fang Qu; Zhida Qin; Xianlong Jiao; Fulin Luo; Chao Chen 004; Songtao Guo (IEEE Trans. Mob. Comput., 2025)