Yi Liu

PhD student, City University of Hong Kong

Joined

September 2023

Names

Yi Liu (Preferred)

Emails

****@my.cityu.edu.hk (Confirmed)

Personal Links

Homepage

Career & Education History

PhD student

City University of Hong Kong (cityu.edu.hk)

2022 – 2026

Advisors, Relations & Conflicts

PhD Advisor

Cong Wang

2022 – 2026

Expertise

No areas of expertise listed

Publications

Safety in Embodied AI: A Survey of Risks, Attacks, and Defenses
Xiao Li, Xiang Zheng, Yifeng Gao, Xinyu Xia, Yixu Wang, Xin Wang, Ye Sun, Yunhan Zhao, Ming Wen, Jiayu Li, Zixing Chen, Xun Gong, Yi Liu, Yige Li, Yutao Wu, Cong Wang, Jun Sun, Yixin Cao, Zhineng Chen, Jingjing Chen et al. (18 additional authors not shown)
- Preprint, 2026
- Readers: Everyone
Feature Correlation-Guided Knowledge Transfer for Federated Self-Supervised Learning
Yi Liu, Song Guo, Jie Zhang, Yufeng Zhan, Qihua Zhou, Yingchun Wang
- IEEE Trans. Neural Networks Learn. Syst. 2025
- Readers: Everyone
FedMobile: Enabling Knowledge Contribution-aware Multi-modal Federated Learning with Incomplete Modalities
Yi Liu, Cong Wang, Xingliang Yuan
- CoRR 2025
- Readers: Everyone
Collaborative Neural Architecture Search for Personalized Federated Learning
Yi Liu, Song Guo, Jie Zhang, Zicong Hong, Yufeng Zhan, Qihua Zhou
- IEEE Trans. Computers 2025
- Readers: Everyone
Chiron: A Robustness-Aware Incentive Scheme for Edge Learning via Hierarchical Reinforcement Learning
Yi Liu, Song Guo, Yufeng Zhan, Leijie Wu, Zicong Hong, Qihua Zhou
- IEEE Trans. Mob. Comput. 2024
- Readers: Everyone
Long-Term Adaptive VCG Auction Mechanism for Sustainable Federated Learning With Periodical Client Shifting
Leijie Wu, Song Guo, Zicong Hong, Yi Liu, Wenchao Xu, Yufeng Zhan
- IEEE Trans. Mob. Comput. 2024
- Readers: Everyone
Harnessing the Power of Catastrophic Forgetting to Poison Byzantine-robust Federated Learning
Yi Liu, Cong Wang, Xingliang Yuan
- KDD 2024
- Readers: Everyone
BadSampler: Harnessing the Power of Catastrophic Forgetting to Poison Byzantine-robust Federated Learning
Yi Liu, Cong Wang, Xingliang Yuan
- CoRR 2024
- Readers: Everyone
SFP: Spurious Feature-Targeted Pruning for Out-of-Distribution Generalization
Yingchun Wang, Jingcai Guo, Song Guo, Yi Liu, Jie Zhang, Weizhan Zhang
- ACM Multimedia 2024
- Readers: Everyone

View all 30 publications

Co-Authors

View all 101 co-authors