Dong-Jun Han

1. Asynchronous Federated Reinforcement Learning with Policy Gradient Updates: Algorithm Design and Convergence Analysis
   2024/04/09 by Guangchen Lan, Lan, Guangchen, Dong-Jun Han +7 · 4 citations
   Computer Science · Engineering · #Reinforcement Learning in Robotics #Advanced Memory and Neural Computing
2. Communication-Efficient Multimodal Federated Learning: Joint Modality and Client Selection
   2024/01/30 by Liangqi Yuan, Dong-Jun Han, Yuan, Liangqi +7 · 3 citations
   Computer Science · #Cooperative Communication and Network Coding #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
3. Device-Cloud Collaborative LLM Inference with Multi-Modal, Multi-Task, Multi-Turn Conversations
   2025/02/16 by Liangqi Yuan, Yuan, Liangqi, Dong-Jun Han +5 · 6 citations
   Computer Science · Engineering · #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Parallel #Robotics and Automated Systems #Service-Oriented Architecture and Web Services #and Cluster Computing (cs.DC)
4. Unlocking the Potential of Model Calibration in Federated Learning
   2024/09/07 by Yun-Wei Chu, Chu, Yun-Wei, Dong-Jun Han +5 · 3 citations
   Computer Science · #Privacy-Preserving Technologies in Data
5. StableFDG: Style and Attention Based Learning for Federated Domain Generalization
   2023/11/01 by Jungwuk Park, Park, Jungwuk, Dong-Jun Han +9 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Hierarchical Federated Learning with Multi-Timescale Gradient Correction
   2024/09/27 by Wenzhi Fang, Fang, Wenzhi, Dong-Jun Han +7 · 2 citations
   Computer Science · Neuroscience · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Brain Tumor Detection and Classification
7. FedMFS: Federated Multimodal Fusion Learning with Selective Modality Communication
   2023/10/10 by Liangqi Yuan, Dong-Jun Han, Yuan, Liangqi +7 · 1 citation
   Computer Science · Engineering · #Distributed #FOS: Computer and information sciences #Indoor and Outdoor Localization Technologies #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Parallel #Privacy-Preserving Technologies in Data #Traffic Prediction and Management Techniques #and Cluster Computing (cs.DC)