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Pengxin Guo — most-cited papers & profile · Federated Learning
← authors
·
overview
Pengxin Guo
6
papers ·
16
citations ·
3
h-index
University of Hong Kong
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Tackling Data Heterogeneity in Federated Learning via Loss Decomposition
2024 · 3 citations
FedVLMBench: Benchmarking Federated Fine-Tuning of Vision-Language Models
2025
Selective Aggregation for Low-Rank Adaptation in Federated Learning
2024
Top co-authors
Liangqiong Qu
· 3
Shuang Zeng
· 2
Yuyin Zhou
· 2
Feifei Wang
· 1
Feifei Wang
· 1
Huijie Fan
· 1
Jianbo Wang
· 1
Shuai Wang
· 1
Weiying Zheng
· 1
Yanran Wang
· 1
Ziyue Lin
· 1
Topics
Federated Learning
Data Heterogeneity
Privacy