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Sukwon Yun

Symbolic Mixture-of-Experts: Adaptive Skill-based Routing for Heterogeneous Reasoning

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Mar 07, 2025
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Subgraph Federated Learning for Local Generalization

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Mar 06, 2025
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GRNFormer: A Biologically-Guided Framework for Integrating Gene Regulatory Networks into RNA Foundation Models

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Mar 03, 2025
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Training Robust Graph Neural Networks by Modeling Noise Dependencies

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Feb 27, 2025
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Flex-MoE: Modeling Arbitrary Modality Combination via the Flexible Mixture-of-Experts

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Oct 10, 2024
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PortLLM: Personalizing Evolving Large Language Models with Training-Free and Portable Model Patches

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Oct 08, 2024
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Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems

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Oct 03, 2024
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Mew: Multiplexed Immunofluorescence Image Analysis through an Efficient Multiplex Network

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Jul 25, 2024
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DEGNN: Dual Experts Graph Neural Network Handling Both Edge and Node Feature Noise

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Apr 14, 2024
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MUSE: Music Recommender System with Shuffle Play Recommendation Enhancement

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Aug 26, 2023
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