Yun, Sukwon

1. Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems
   2024/10/03 by Guibin Zhang, Yanwei Yue, Zhang, Guibin +15 · 25 citations
   Computer Science · Decision Sciences · #Auction Theory and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA) #Semantic Web and Ontologies
2. Flex-MoE: Modeling Arbitrary Modality Combination via the Flexible Mixture-of-Experts
   2024/10/10 by Sukwon Yun, Inyoung Choi, Yun, Sukwon +14 · 17 citations
   Computer Science · #Advanced Clustering Algorithms Research #Topic Modeling #Machine Learning and Data Classification
3. DALK: Dynamic Co-Augmentation of LLMs and KG to answer Alzheimer's Disease Questions with Scientific Literature
   2024/05/08 by Dawei Li, Li, Dawei, Yang Shu +21 · 9 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies
4. Symbolic Mixture-of-Experts: Adaptive Skill-based Routing for Heterogeneous Reasoning
   2025/03/07 by Chen, Justin Chih-Yao, Yun, Sukwon, Stengel-Eskin, Elias +2 · 11 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Agents Under Siege: Breaking Pragmatic Multi-Agent LLM Systems with Optimized Prompt Attacks
   2025/03/31 by Khan, Rana Muhammad Shahroz, Tan, Zhen, Yun, Sukwon +2 · 7 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
6. I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts
   2025/05/25 by Jiayi Xin, Xin, Jiayi, Jie Peng +10 · 6 citations
   Computer Science · #Speech and dialogue systems
7. Mew: Multiplexed Immunofluorescence Image Analysis through an Efficient Multiplex Network
   2024/07/25 by Yun, Sukwon, Peng, Jie, Trevino, Alexandro E. +2 · 1 citation
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences