Jin Liu

PhD student, Xidian University

Joined

May 2024

Names

Jin Liu (Preferred)

Emails

****@stu.xidian.edu.cn (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

PhD student

Xidian University (xidian.edu.cn)

2023 – Present

Advisors, Relations & Conflicts

Coauthor

2024 – 2099

Expertise

Federated Learning

Present

Differential Privacy

Present

Publications

FedMuon: Accelerating Federated Learning with Matrix Orthogonalization
Junkang Liu, Fanhua Shang, Junchao Zhou, Yuanyuan Liu, Hongying Liu, Jin Liu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Rethinking LoRA for Privacy-Preserving Federated Learning in Large Models
Jin Liu, Yinbin Miao, Ning Xi, Junkang Liu
- ICLR 2026 Poster
- Readers: Everyone
Improving Generalization in Federated Learning with Highly Heterogeneous Data via Momentum-Based Stochastic Controlled Weight Averaging
Junkang Liu, Yuanyuan Liu, Fanhua Shang, Hongying Liu, Jin Liu, Wei Feng
- ICML 2025 poster
- Readers: Everyone

Co-Authors