Sukwon Yun
11 papers · 2024–2025 · 6 venues · across top CS/AI venues
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (28) 🤝 Dynamic Duo (10)
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Healthcare & Medicine
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graph neural network
(2)
multi-agent system
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large language model
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multimodal learning
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information retrieval
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knowledge graph
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transfer learning
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synthetic data generation
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question answering
(1)
token efficiency
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message passing
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graph optimization
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multimodal interaction
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adversarial attack
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language model
(1)
adversarial defense
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foundation model
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single-cell analysis
(1)
parameter-efficient fine-tuning
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model merging
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Papers
I^2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts
ICML 2025
Agents Under Siege: Breaking Pragmatic Multi-Agent LLM Systems with Optimized Prompt Attacks
ACL 2025
Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems
ICLR 2025
GRNFormer: A Biologically-Guided Framework for Integrating Gene Regulatory Networks into RNA Foundation Models
ACL 2025
Modalities Contribute Unequally: Enhancing Medical Multi-modal Learning through Adaptive Modality Token Re-balancing
ICML 2025
PortLLM: Personalizing Evolving Large Language Models with Training-Free and Portable Model Patches
ICLR 2025
Spatial Coordinates as a Cell Language: A Multi-Sentence Framework for Imaging Mass Cytometry Analysis
ACL 2025
Subgraph Federated Learning for Local Generalization
ICLR 2025
DALK: Dynamic Co-Augmentation of LLMs and KG to answer Alzheimer’s Disease Questions with Scientific Literature
EMNLP 2024
Flex-MoE: Modeling Arbitrary Modality Combination via the Flexible Mixture-of-Experts
NeurIPS 2024
Mew: Multiplexed Immunofluorescence Image Analysis through an Efficient Multiplex Network
ECCV 2024