한동준Dong-Jun Han

20268편

• ICMLT1

  Bridging On-Device and Cloud LLMs for Collaborative Reasoning: A Unified Methodology for Local Routing and Post-Training

  Wenzhi Fang, Dong-Jun Han, Liangqi Yuan, Evan Chen, Christopher G. Brinton

• IEEE TMCT1

  Communication-Efficient Multimodal Federated Learning: Joint Modality and Client Selection

  Liangqi Yuan, Dong-Jun Han, Su Wang, Devesh Upadhyay, Christopher G. Brinton

• IEEE INFOCOMT1

  Decentralized Domain Generalization with Style Sharing: A Formal Modeling and Convergence Analysis

  Shahryar Zehtabi, Dong-Jun Han, Seyyedali Hosseinalipour, Christopher G. Brinton

• IEEE/ACM ToN

  Device-Cloud Collaborative LLM Inference with Multi-Modal, Multi-Task, Multi-Turn Conversations

  Liangqi Yuan, Dong-Jun Han, Shiqiang Wang, Christopher G. Brinton

• IEEE/ACM ToN

  Differentially-Private Multi-Tier Federated Learning: A Formal Analysis and Evaluation

  Frank Po-Chen Lin, Evan Chen, Dong-Jun Han, Christopher G. Brinton

• NeurIPST1

  Disentangled Sparse Representations for Concept-Separated Diffusion Unlearning

  Hyeonjin Kim, Hangyeol Jung, Heechan Yun, Sungjun Yun, Dong-Jun Han

• IEEE/ACM ToN

  Efficient Split Learning with Overlapping Areas: Handling Distribution Shifts in Multi-Cell Networks

  Atif Rizwan, Dong-Jun Han, Md Ferdous Pervej, Christopher G. Brinton, Andreas F. Molisch, Minseok Choi

• ICMLT1

  Federated Sketching LoRA: A Flexible Framework for Heterogeneous Collaborative Fine-Tuning of LLMs

  Wenzhi Fang, Dong-Jun Han, Liangqi Yuan, Seyyedali Hosseinalipour, Christopher G. Brinton