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Jianchun Liu — most-cited papers & profile · Federated Learning
← authors
·
overview
Jianchun Liu
13
papers ·
1
citations ·
19
h-index
University of Science and Technology of China
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
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
Air-FedGA: A Grouping Asynchronous Federated Learning Mechanism Exploiting Over-the-air Computation
2025
FedQuad: Adaptive Layer-wise LoRA Deployment and Activation Quantization for Federated Fine-Tuning
2025
Efficient Federated Fine-Tuning of Large Language Models with Layer Dropout
2025
Heroes: Lightweight Federated Learning with Neural Composition and Adaptive Local Update in Heterogeneous Edge Networks
2023
Optimizing Federated Graph Learning with Inherent Structural Knowledge and Dual-Densely Connected GNNs
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
Hongli Xu
· 6
Liusheng Huang
· 3
Jiaming Yan
· 2
Jiantao Gong
· 2
Qianpiao Ma
· 2
Shilong Wang
· 2
Shilong Wang
· 2
Chen Qian
· 1
Chenxia Tang
· 1
Chunming Qiao
· 1
Haifeng Liu
· 1
Hongli Xu
· 1
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