Lixin Fan

Principal Researcher, WeBank

Joined

October 2017

Names

Lixin Fan (Preferred)

Emails

****@gmail.com (Confirmed)

****@nokia.com (Confirmed)

****@webank.com (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Principal Researcher

WeBank (webank.com)

2019 – 2035

Advisors, Relations & Conflicts

Coauthor

Zhenhua Wang

2011 – 2014

Coauthor

Jari Hannuksela

2011 – 2014

Coauthor

Yuanfan Xie

2011 – 2014

Coauthor

Juan Lei

2011 – 2014

Coauthor

Jingyu Yang

2011 – 2014

Coauthor

Moncef Gabbouj

2011 – 2014

Coauthor

Jingyu Yang

2011 – 2014

Coauthor

Zhenhua Wang

2011 – 2014

Coauthor

Vincent Lepetit

2009 – 2009

Coauthor

Vincent Lepetit

2009 – 2009

Coauthor

Chew lim Tan

2001 – 2003

Expertise

federated learning

2019 – 2026

machine learning

2010 – 2026

computer vision

1999 – 2026

Publications

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
- Readers: Everyone
Disentangling data distribution for optimal and communication-efficient federated learning
Xinyuan Zhao, Hanlin Gu, Lixin Fan, Yuxing Han, Qiang Yang
- Artificial Intelligence
- Readers: Everyone
General Backdoor-Resilient Federated Learning via Multi-Armed Bandit-Based Knowledge Distillation
Senmao Qi, Hao Ma, Yifei Zou, Peng Li, Hanlin Gu, Zhenzhen Xie, Lixin Fan, Xiuzhen Cheng, Dongxiao Yu
- IEEE Transactions on Information Forensics and Security
- Readers: Everyone
FedPN: Lightweight Privacy-Preserving Federated Learning With Hardness of Learning Periodic Neurons
Wenyuan Yang, Hongjian Xing, Zhun Zhang, Hanlin Gu, Lixin Fan, Xiaochun Cao
- IEEE Transactions on Information Forensics and Security
- Readers: Everyone
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
- Readers: Everyone
Ownership Verification for Federated Recommendation
Enyue Yang, Weike Pan, Lixin Fan, Hanlin Gu, Zhitao Li, Qiang Yang, Zhong Ming
- ACM Transactions on Information Systems
- Readers: Everyone
Diffusion-Driven Data Replay: A Novel Approach to Combat Forgetting in Federated Class Continual Learning
Jinglin Liang, Jin Zhong, Hanlin Gu, Zhongqi Lu, Xingxing Tang, Gang Dai, Shuangping Huang, Lixin Fan, Qiang Yang
- Crossref
- Readers: Everyone
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
- Readers: Everyone
A Hybrid Self-Supervised Learning Framework for Vertical Federated Learning
Yuanqin He, Yan Kang, Xinyuan Zhao, Jiahuan Luo, Lixin Fan, Yuxing Han, Qiang Yang
- IEEE Transactions on Big Data
- Readers: Everyone
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
- Readers: Everyone

View all 194 publications

Co-Authors

View all 256 co-authors