Sukwon Yun - RankMe

41 papers A* 7A 3Journal 23Unranked 8

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Agents Under Siege: Breaking Pragmatic Multi-Agent LLM Systems with Optimized Prompt Attacks. ACL (1) Rana Muhammad Shahroz, Zhen Tan, Sukwon Yun, Charles Fleming, Tianlong Chen
2025	J	`jnl`	Agents Under Siege: Breaking Pragmatic Multi-Agent LLM Systems with Optimized Prompt Attacks. CoRR Rana Muhammad Shahroz Khan, Zhen Tan, Sukwon Yun, Charles Fleming, Tianlong Chen
2025	A*	`conf`	Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems. ICLR Guibin Zhang, Yanwei Yue, Zhixun Li, Sukwon Yun, Guancheng Wan, Kun Wang, Dawei Cheng, Jeffrey Xu Yu, Tianlong Chen
2025	J	`jnl`	Efficient MAP Estimation of LLM Judgment Performance with Prior Transfer. CoRR Huaizhi Qu, Inyoung Choi, Zhen Tan, Song Wang, Sukwon Yun, Qi Long, Faizan Siddiqui, Kwonjoon Lee, Tian-Long Chen
2025	—	`conf`	GRNFormer: A Biologically-Guided Framework for Integrating Gene Regulatory Networks into RNA Foundation Models. ACL (Findings) Mufan Qiu, Xinyu Hu, Fengwei Zhan, Sukwon Yun, Jie Peng, Ruichen Zhang, Bhavya Kailkhura, Jiekun Yang, Tianlong Chen
2025	J	`jnl`	GRNFormer: A Biologically-Guided Framework for Integrating Gene Regulatory Networks into RNA Foundation Models. CoRR Mufan Qiu, Xinyu Hu, Fengwei Zhan, Sukwon Yun, Jie Peng, Ruichen Zhang, Bhavya Kailkhura, Jiekun Yang, Tianlong Chen
2025	A*	`conf`	I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts. ICML Jiayi Xin, Sukwon Yun, Jie Peng, Inyoung Choi, Jenna L. Ballard, Tianlong Chen, Qi Long
2025	J	`jnl`	I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts. CoRR Jiayi Xin, Sukwon Yun, Jie Peng, Inyoung Choi, Jenna L. Ballard, Tianlong Chen, Qi Long
2025	A*	`conf`	Modalities Contribute Unequally: Enhancing Medical Multi-modal Learning through Adaptive Modality Token Re-balancing. ICML Jie Peng, Jenna L. Ballard, Mohan Zhang, Sukwon Yun, Jiayi Xin, Qi Long, Yanyong Zhang, Tianlong Chen
2025	—	`conf`	Oldie but Goodie: Re-illuminating Label Propagation on Graphs with Partially Observed Features. KDD (2) Sukwon Yun, Xin Liu, Yunhak Oh, Junseok Lee, Tianlong Chen, Tsuyoshi Murata, Chanyoung Park
2025	J	`jnl`	Oldie but Goodie: Re-illuminating Label Propagation on Graphs with Partially Observed Features. CoRR Sukwon Yun, Xin Liu, Yunhak Oh, Junseok Lee, Tianlong Chen, Tsuyoshi Murata, Chanyoung Park
2025	A*	`conf`	PortLLM: Personalizing Evolving Large Language Models with Training-Free and Portable Model Patches. ICLR Rana Muhammad Shahroz, Pingzhi Li, Sukwon Yun, Zhenyu Wang, Shahriar Nirjon, Chau-Wai Wong, Tianlong Chen
2025	J	`jnl`	SPATIA: Multimodal Model for Prediction and Generation of Spatial Cell Phenotypes. CoRR Zhenglun Kong, Mufan Qiu, John Boesen, Xiang Li, Sukwon Yun, Tianlong Chen, Manolis Kellis, Marinka Zitnik
2025	J	`jnl`	Sparse Mixture-of-Experts for Multi-Channel Imaging: Are All Channel Interactions Required? CoRR Sukwon Yun, Heming Yao, Burkhard Hoeckendorf, David Richmond, Aviv Regev, Russell Littman
2025	—	`conf`	Sparse MoE as a New Treatment: Addressing Forgetting, Fitting, Learning Issues in Multi-Modal Multi-Task Learning. CPAL Jie Peng, Sukwon Yun, Kaixiong Zhou, Ruida Zhou, Thomas Hartvigsen, Yanyong Zhang, Zhangyang Wang, Tianlong Chen
2025	—	`conf`	Spatial Coordinates as a Cell Language: A Multi-Sentence Framework for Imaging Mass Cytometry Analysis. ACL (Findings) Chi-Jane Chen, Yuhang Chen, Sukwon Yun, Natalie Stanley, Tianlong Chen
2025	J	`jnl`	Spatial Coordinates as a Cell Language: A Multi-Sentence Framework for Imaging Mass Cytometry Analysis. CoRR Chi-Jane Chen, Yuhang Chen, Sukwon Yun, Natalie Stanley, Tianlong Chen
2025	A*	`conf`	Subgraph Federated Learning for Local Generalization. ICLR Sungwon Kim, Yoonho Lee, Yunhak Oh, Namkyeong Lee, Sukwon Yun, Junseok Lee, Sein Kim, Carl Yang, Chanyoung Park
2025	J	`jnl`	Subgraph Federated Learning for Local Generalization. CoRR Sungwon Kim, Yoonho Lee, Yunhak Oh, Namkyeong Lee, Sukwon Yun, Junseok Lee, Sein Kim, Carl Yang, Chanyoung Park
2025	J	`jnl`	Symbolic Mixture-of-Experts: Adaptive Skill-based Routing for Heterogeneous Reasoning. CoRR Justin Chih-Yao Chen, Sukwon Yun, Elias Stengel-Eskin, Tianlong Chen, Mohit Bansal
2025	J	`jnl`	Training Robust Graph Neural Networks by Modeling Noise Dependencies. CoRR Yeonjun In, Kanghoon Yoon, Sukwon Yun, Kibum Kim, Sungchul Kim, Chanyoung Park
2024	J	`jnl`	Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems. CoRR Guibin Zhang, Yanwei Yue, Zhixun Li, Sukwon Yun, Guancheng Wan, Kun Wang, Dawei Cheng, Jeffrey Xu Yu, Tianlong Chen
2024	—	`conf`	DALK: Dynamic Co-Augmentation of LLMs and KG to answer Alzheimer's Disease Questions with Scientific Literature. EMNLP (Findings) Dawei Li, Shu Yang, Zhen Tan, Jae Young Baik, Sukwon Yun, Joseph Lee, Aaron Chacko, Bojian Hou, Duy Duong-Tran, Ying Ding, Huan Liu, Li Shen, Tianlong Chen
2024	J	`jnl`	DALK: Dynamic Co-Augmentation of LLMs and KG to answer Alzheimer's Disease Questions with Scientific Literature. CoRR Dawei Li, Shu Yang, Zhen Tan, Jae Young Baik, Sukwon Yun, Joseph Lee, Aaron Chacko, Bojian Hou, Duy Duong-Tran, Ying Ding, Huan Liu, Li Shen, Tianlong Chen
2024	J	`jnl`	DEGNN: Dual Experts Graph Neural Network Handling Both Edge and Node Feature Noise. CoRR Tai Hasegawa, Sukwon Yun, Xin Liu, Yin Jun Phua, Tsuyoshi Murata
2024	—	`conf`	DEGNN: Dual Experts Graph Neural Network Handling both Edge and Node Feature Noise. PAKDD (2) Tai Hasegawa, Sukwon Yun, Xin Liu, Yin Jun Phua, Tsuyoshi Murata
2024	A*	`conf`	Flex-MoE: Modeling Arbitrary Modality Combination via the Flexible Mixture-of-Experts. NeurIPS Sukwon Yun, Inyoung Choi, Jie Peng, Yangfan Wu, Jingxuan Bao, Qiyiwen Zhang, Jiayi Xin, Qi Long, Tianlong Chen
2024	J	`jnl`	Flex-MoE: Modeling Arbitrary Modality Combination via the Flexible Mixture-of-Experts. CoRR Sukwon Yun, Inyoung Choi, Jie Peng, Yangfan Wu, Jingxuan Bao, Qiyiwen Zhang, Jiayi Xin, Qi Long, Tianlong Chen
2024	—	`conf`	Mew: Multiplexed Immunofluorescence Image Analysis Through an Efficient Multiplex Network. ECCV (55) Sukwon Yun, Jie Peng, Alexandro E. Trevino, Chanyoung Park, Tianlong Chen
2024	J	`jnl`	Mew: Multiplexed Immunofluorescence Image Analysis through an Efficient Multiplex Network. CoRR Sukwon Yun, Jie Peng, Alexandro E. Trevino, Chanyoung Park, Tianlong Chen
2024	J	`jnl`	PortLLM: Personalizing Evolving Large Language Models with Training-Free and Portable Model Patches. CoRR Rana Muhammad Shahroz Khan, Pingzhi Li, Sukwon Yun, Zhenyu Wang, Shahriar Nirjon, Chau-Wai Wong, Tianlong Chen
2024	J	`jnl`	Single-cell RNA sequencing data imputation using bi-level feature propagation. Briefings Bioinform. Junseok Lee, Sukwon Yun, Yeongmin Kim, Tianlong Chen, Manolis Kellis, Chanyoung Park
2023	A*	`conf`	MELT: Mutual Enhancement of Long-Tailed User and Item for Sequential Recommendation. SIGIR Kibum Kim, Dongmin Hyun, Sukwon Yun, Chanyoung Park
2023	J	`jnl`	MELT: Mutual Enhancement of Long-Tailed User and Item for Sequential Recommendation. CoRR Kibum Kim, Dongmin Hyun, Sukwon Yun, Chanyoung Park
2023	A	`conf`	MUSE: Music Recommender System with Shuffle Play Recommendation Enhancement. CIKM Yunhak Oh, Sukwon Yun, Dongmin Hyun, Sein Kim, Chanyoung Park
2023	J	`jnl`	MUSE: Music Recommender System with Shuffle Play Recommendation Enhancement. CoRR Yunhak Oh, Sukwon Yun, Dongmin Hyun, Sein Kim, Chanyoung Park
2023	A	`conf`	S-Mixup: Structural Mixup for Graph Neural Networks. CIKM Junghurn Kim, Sukwon Yun, Chanyoung Park
2023	J	`jnl`	S-Mixup: Structural Mixup for Graph Neural Networks. CoRR Junghurn Kim, Sukwon Yun, Chanyoung Park
2023	J	`jnl`	Single-cell RNA-seq data imputation using Feature Propagation. CoRR Sukwon Yun, Junseok Lee, Chanyoung Park
2022	A	`conf`	LTE4G: Long-Tail Experts for Graph Neural Networks. CIKM Sukwon Yun, Kibum Kim, Kanghoon Yoon, Chanyoung Park
2022	J	`jnl`	LTE4G: Long-Tail Experts for Graph Neural Networks. CoRR Sukwon Yun, Kibum Kim, Kanghoon Yoon, Chanyoung Park