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Guoheng Sun — most-cited papers & profile · Federated Learning
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·
overview
Guoheng Sun
10
papers ·
12
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
FLoRA: Federated Fine-Tuning Large Language Models with Heterogeneous Low-Rank Adaptations
2024 · 8 citations
FedMOA: Federated GRPO for Personalized Reasoning LLMs under Heterogeneous Rewards
2026
Revisiting Federated Fine-Tuning: A Single Communication Round is Enough for Foundation Models
2024
Top co-authors
Yexiao He
· 3
Zheyu Shen
· 2
Ang Li
· 1
Ang Li
· 1
Bowei Tian
· 1
Daeun Jung
· 1
Hongyi Wang
· 1
Lingjuan Lyu and Ang Li
· 1
Luyang Liu
· 1
Meng Liu
· 1
Myungjin Lee
· 1
Yuhan Liu
· 1
Topics
Federated Learning
Optimization
Data Heterogeneity
Communication