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Dong-Jun Han — most-cited papers & profile · Federated Learning
← authors
·
overview
Dong-Jun Han
27
papers ·
35
citations ·
12
h-index
University of Indianapolis · Indiana University – Purdue University Fort Wayne · Yonsei University · Purdue University West Lafayette · Indiana University – Purdue University Indianapolis
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Most-cited papers
Asynchronous Federated Reinforcement Learning with Policy Gradient Updates: Algorithm Design and Convergence Analysis
2024 · 7 citations
SplitGP: Achieving Both Generalization and Personalization in Federated Learning
2022 · 5 citations
Only Send What You Need: Learning to Communicate Efficiently in Federated Multilingual Machine Translation
2024 · 4 citations
Communication-Efficient Multimodal Federated Learning: Joint Modality and Client Selection
2024 · 3 citations
Hierarchical Federated Learning with Multi-Timescale Gradient Correction
2024 · 3 citations
StableFDG: Style and Attention Based Learning for Federated Domain Generalization
2023 · 2 citations
Federated Sketching LoRA: A Flexible Framework for Heterogeneous Collaborative Fine-Tuning of LLMs
2025 · 1 citations
Unlocking the Potential of Model Calibration in Federated Learning
2024 · 1 citations
Cooperative Federated Learning over Ground-to-Satellite Integrated Networks: Joint Local Computation and Data Offloading
2023 · 1 citations
Orchestrating Federated Learning in Space-Air-Ground Integrated Networks: Adaptive Data Offloading and Seamless Handover
2024 · 1 citations
Self-Play Enhancement via Advantage-Weighted Refinement in Online Federated LLM Fine-Tuning with Real-Time Feedback
2026
Sporadic Gradient Tracking over Directed Graphs: A Theoretical Perspective on Decentralized Federated Learning
2026
PRISM: Privacy-Preserving Improved Stochastic Masking for Federated Generative Models
2025
Differentially-Private Multi-Tier Federated Learning: A Formal Analysis and Evaluation
2025
Communication-Efficient Federated Learning under Dynamic Device Arrival and Departure: Convergence Analysis and Algorithm Design
2024
Top co-authors
Christopher G. Brinton
· 13
Seyyedali Hosseinalipour
· 6
Wenzhi Fang
· 5
Liangqi Yuan
· 4
Jaekyun Moon
· 3
Yun-Wei Chu
· 3
and Christopher G. Brinton
· 2
Evan Chen
· 2
Mung Chiang
· 2
Shahryar Zehtabi
· 2
Shiqiang Wang
· 2
Abolfazl Hashemi
· 1
Topics
Federated Learning
Communication
Data Heterogeneity
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Edge Computing
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