Towards Efficient Secure Aggregation in FL: Partial Vector Freezing for Cost Compression. - Siqing Zhang 002; Yong Liao; Pengyuan Zhou (CoRR, 2023)

AHSecAgg and TSKG: Lightweight Secure Aggregation for Federated Learning Without Compromise. - Siqing Zhang 002; Yong Liao; Pengyuan Zhou (CoRR, 2023)

FedLoCA: Low-Rank Coordinated Adaptation with Knowledge Decoupling for Federated Recommendations. - Yuchen Ding; Siqing Zhang 002; Boyu Fan; Wei Sun; Yong Liao; Peng Yuan Zhou (RecSys, 2024)

Privacy-Preserving Orthogonal Aggregation for Guaranteeing Gender Fairness in Federated Recommendation. - Siqing Zhang 002; Yuchen Ding; Wei Tang 015; Wei Sun; Yong Liao; Peng Yuan Zhou (WSDM, 2025)