Lixin Fan

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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Distributed Systems & Hardware (1)Natural Language Processing (1)Training Efficiency & Optimization (1)

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Tao Fan (1)Guoqiang Ma (1)Yuanfeng Song (1)Kai Chen (1)

Papers (1)

Apr 21, 2026

Tao Fan +55d ago

FedProxy: Federated Fine-Tuning of LLMs via Proxy SLMs and Heterogeneity-Aware Fusion

Achieve centralized-level performance in federated LLM fine-tuning without compromising IP, privacy, or performance on heterogeneous data by using a compressed "proxy" model.

Tao Fan, Guoqiang Ma, Yuanfeng Song +3

Distributed Systems & Hardware Natural Language Processing Training Efficiency & Optimization

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Lixin Fan

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)