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Xianhao Chen — most-cited papers & profile · Federated Learning
← authors
·
overview
Xianhao Chen
26
papers ·
82
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
ESFL: Efficient Split Federated Learning over Resource-Constrained Heterogeneous Wireless Devices
2024 · 31 citations
AdaptSFL: Adaptive Split Federated Learning in Resource-constrained Edge Networks
2024 · 10 citations
SplitLoRA: A Split Parameter-Efficient Fine-Tuning Framework for Large Language Models
2024 · 8 citations
Efficient Parallel Split Learning over Resource-constrained Wireless Edge Networks
2023 · 6 citations
SatFed: A Resource-Efficient LEO Satellite-Assisted Heterogeneous Federated Learning Framework
2024 · 5 citations
FedSN: A Federated Learning Framework over Heterogeneous LEO Satellite Networks
2023 · 4 citations
Hierarchical Split Federated Learning: Convergence Analysis and System Optimization
2024 · 3 citations
Automated Federated Pipeline for Parameter-Efficient Fine-Tuning of Large Language Models
2024 · 3 citations
FedMeld: A Model-dispersal Federated Learning Framework for Space-ground Integrated Networks
2024 · 2 citations
Split Learning in 6G Edge Networks
2023 · 2 citations
Federated Semi-Supervised Domain Adaptation via Knowledge Transfer
2022 · 1 citations
HO-SFL: Hybrid-Order Split Federated Learning with Backprop-Free Clients and Dimension-Free Aggregation
2026
Aggregation Alignment for Federated Learning with Mixture-of-Experts under Data Heterogeneity
2026
SplitCom: Communication-efficient Split Federated Fine-tuning of LLMs via Temporal Compression
2026
HFedMoE: Resource-aware Heterogeneous Federated Learning with Mixture-of-Experts
2026
Top co-authors
Zheng Lin
· 12
Yue Gao
· 7
Zhe Chen
· 7
Zihan Fang
· 7
Yuguang Fang
· 5
Yiqin Deng
· 4
Wei Wei
· 3
Yuxin Zhang
· 3
Edith C.H. Ngai
· 2
Praneeth Vepakomma
· 2
Xihui Liu
· 2
Ang Li
· 1
Topics
Federated Learning
Edge Computing
cs.LG
cs.AI
cs.NI
cs.DC
Optimization
cs.CR
Data Heterogeneity
Communication