A Survey on Federated Unlearning: Challenges, Methods, and Future Directions
Published in ACM Computing Surveys, 2024
Ziyao Liu, Yu Jiang, Jiyuan Shen, Minyi Peng, Kwok-Yan Lam, Xingliang Yuan
Publications
Effective Intrusion Detection in Heterogeneous Internet-of-Things Networks via Ensemble Knowledge Distillation-based Federated Learning
Published in IEEE International Conference on Communications, 2024
Jiyuan Shen, Wenzhuo Yang, Zhaowei Chu, Jiani Fan, Dusit Niyato, Kwok-Yan Lam
Towards Efficient and Certified Recovery from Poisoning Attacks in Federated Learning
Published in , 2024
Jiyuan Shen, Yu Jiang, Ziyao Liu, Chee Wei Tan, Kwok-Yan Lam
AST: Effective Dataset Distillation through Alignment with Smooth and High-Quality Expert Trajectories
Published in , 2023
Jiyuan Shen, Wenzhuo Yang, Kwok-Yan Lam
An Efficient Training Strategy for Multi-Agent Reinforcement Learning in Card Games
Published in International Conference on Artificial Intelligence, Automation and High Performance Computing (AIAHPC), 2022
Jiyuan Shen