Lixin Fan

2026

doi dblp
FedPRS: A Privacy-preserving Representation Synthesis Framework for Federated Contribution Evaluation.
Yuwei Fan|Yuan Yao|Wei Xi|Quan Zhao|Zelei Liu|Lixin Fan|Qiang Yang|Jian Jin
ACM Transactions on Intelligent Systems and Technology (TIST) 2026 Volume 17 Issue 1

2025

doi dblp
Ownership Verification for Federated Recommendation.
Enyue Yang|Weike Pan|Lixin Fan|Hanlin Gu|Zhitao Li|Qiang Yang|Zhong Ming
ACM Transactions on Information Systems (TOIS) 2025 Volume 43 Issue 3
doi dblp
Grounding Foundation Models through Federated Transfer Learning: A General Framework.
Yan Kang|Tao Fan|Hanlin Gu|Xiaojin Zhang|Lixin Fan|Qiang Yang
ACM Transactions on Intelligent Systems and Technology (TIST) 2025 Volume 16 Issue 4

2024

doi dblp
A Game-theoretic Framework for Privacy-preserving Federated Learning.
Xiaojin Zhang|Lixin Fan|Siwei Wang|Wenjie Li|Kai Chen|Qiang Yang
ACM Transactions on Intelligent Systems and Technology (TIST) 2024 Volume 15 Issue 3
doi dblp
A Meta-Learning Framework for Tuning Parameters of Protection Mechanisms in Trustworthy Federated Learning.
Xiaojin Zhang|Yan Kang|Lixin Fan|Kai Chen|Qiang Yang
ACM Transactions on Intelligent Systems and Technology (TIST) 2024 Volume 15 Issue 3
doi dblp
Optimizing Privacy, Utility, and Efficiency in a Constrained Multi-Objective Federated Learning Framework.
Yan Kang|Hanlin Gu|Xingxing Tang|Yuanqin He|Yuzhu Zhang|Jinnan He|Yuxing Han|Lixin Fan|Kai Chen|Qiang Yang
ACM Transactions on Intelligent Systems and Technology (TIST) 2024 Volume 15 Issue 6

2023

doi dblp
No Free Lunch Theorem for Security and Utility in Federated Learning.
Xiaojin Zhang|Hanlin Gu|Lixin Fan|Kai Chen|Qiang Yang
ACM Transactions on Intelligent Systems and Technology (TIST) 2023 Volume 14 Issue 1
doi dblp
Trading Off Privacy, Utility, and Efficiency in Federated Learning.
Xiaojin Zhang|Yan Kang|Kai Chen|Lixin Fan|Qiang Yang
ACM Transactions on Intelligent Systems and Technology (TIST) 2023 Volume 14 Issue 6

2022

doi dblp
Intrinsic Performance Influence-based Participant Contribution Estimation for Horizontal Federated Learning.
Lin Zhang|Lixin Fan|Yong Luo|Ling-Yu Duan
ACM Transactions on Intelligent Systems and Technology (TIST) 2022 Volume 13 Issue 6