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Lixin Fan — most-cited papers & profile · Federated Learning
← authors
·
overview
Lixin Fan
36
papers ·
148
citations ·
0
h-index
Shenzhen Weiguang Biological Products (China) · Beijing Academy of Artificial Intelligence · West Bengal Electronics Industry Development Corporation Limited (India) · Hong Kong Business Angel Network · Xi'an Jiaotong University
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Most-cited papers
FATE-LLM: A Industrial Grade Federated Learning Framework for Large Language Models
2023 · 33 citations
Federated Learning with Quantum Secure Aggregation
2022 · 14 citations
Diffusion-Driven Data Replay: A Novel Approach to Combat Forgetting in Federated Class Continual Learning
2024 · 14 citations
Federated Deep Learning with Bayesian Privacy
2021 · 10 citations
Optimizing Privacy, Utility and Efficiency in Constrained Multi-Objective Federated Learning
2023 · 6 citations
Trading Off Privacy, Utility and Efficiency in Federated Learning
2022 · 5 citations
A Framework for Evaluating Privacy-Utility Trade-off in Vertical Federated Learning
2022 · 5 citations
FedTracker: Furnishing Ownership Verification and Traceability for Federated Learning Model
2022 · 5 citations
Grounding Foundation Models through Federated Transfer Learning: A General Framework
2023 · 5 citations
Accelerating Vertical Federated Learning
2022 · 4 citations
A Hybrid Self-Supervised Learning Framework for Vertical Federated Learning
2022 · 4 citations
Federated Domain-Specific Knowledge Transfer on Large Language Models Using Synthetic Data
2024 · 4 citations
Ferrari: Federated Feature Unlearning via Optimizing Feature Sensitivity
2024 · 3 citations
FedMIA: An Effective Membership Inference Attack Exploiting "All for One" Principle in Federated Learning
2024 · 2 citations
FadMan: Federated Anomaly Detection across Multiple Attributed Networks
2022 · 2 citations
Top co-authors
Qiang Yang
· 19
Hanlin Gu
· 16
Yan Kang
· 8
Xiaojin Zhang
· 5
Kai Chen
· 4
Jiahuan Luo
· 3
Yan Kang
· 3
Yuanqin He
· 3
Yuxing Han
· 3
and Qiang Yang
· 2
Bowen Li
· 2
Guoqiang Ma
· 2
Topics
Federated Learning
Privacy
Security
Optimization
Encryption
Data Heterogeneity
Adversarial Attacks
Edge Computing