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Dong-Jun Han

Iterative Critique-and-Routing Controller for Multi-Agent Systems with Heterogeneous LLMs
Bridging On-Device and Cloud LLMs for Collaborative Reasoning: A Unified Methodology for Local Routing and Post-Training
Federated Sketching LoRA: A Flexible Framework for Heterogeneous Collaborative Fine-Tuning of LLMs
Communication-Efficient Multimodal Federated Learning: Joint Modality and Client Selection
Local-Cloud Inference Offloading for LLMs in Multi-Modal, Multi-Task, Multi-Dialogue Settings
Next-Generation LLM for UAV: From Natural Language to Autonomous Flight
LLMAP: LLM-Assisted Multi-Objective Route Planning with User Preferences
Using Diffusion Models as Generative Replay in Continual Federated Learning -- What will Happen?
FedMFS: Federated Multimodal Fusion Learning with Selective Modality Communication

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