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Hongli Xu — most-cited papers & profile · Federated Learning
← authors
·
overview
Hongli Xu
17
papers ·
12
citations ·
37
h-index
University of Science and Technology of China · Suzhou University of Science and Technology · Hefei University · Xi'an Jiaotong University
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Most-cited papers
Adaptive Control of Client Selection and Gradient Compression for Efficient Federated Learning
2022 · 7 citations
Efficient Deployment of Large Language Models on Resource-constrained Devices
2025 · 3 citations
Caesar: A Low-deviation Compression Approach for Efficient Federated Learning
2024 · 1 citations
Towards Communication-Efficient Decentralized Federated Graph Learning over Non-IID Data
2025
Resource-Efficient Federated Fine-Tuning Large Language Models for Heterogeneous Data
2025
Adaptive Configuration for Heterogeneous Participants in Decentralized Federated Learning
2022
SemiSFL: Split Federated Learning on Unlabeled and Non-IID Data
2023
MergeSFL: Split Federated Learning with Feature Merging and Batch Size Regulation
2023
Heroes: Lightweight Federated Learning with Neural Composition and Adaptive Local Update in Heterogeneous Edge Networks
2023
ParallelSFL: A Novel Split Federated Learning Framework Tackling Heterogeneity Issues
2024
Enhancing Federated Graph Learning via Adaptive Fusion of Structural and Node Characteristics
2024
A Robust Federated Learning Framework for Undependable Devices at Scale
2024
Adaptive Parameter-Efficient Federated Fine-Tuning on Heterogeneous Devices
2024
Top co-authors
Jianchun Liu
· 6
Yunming Liao
· 5
Chunming Qiao
· 3
Liusheng Huang
· 3
Chen Qian
· 2
Jiantao Gong
· 2
Liusheng Huang
· 2
Lun Wang
· 2
Shilong Wang
· 2
Yang Xu
· 2
Yunming Liao
· 2
Zhiwei Yao
· 2
Topics
Federated Learning
Communication
Data Heterogeneity
Edge Computing
Optimization
Privacy