Sukwon Yun

According to our database, Sukwon Yun authored at least 12 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

PortLLM: Personalizing Evolving Large Language Models with Training-Free and Portable Model Patches.

Rana Muhammad Shahroz Khan, Pingzhi Li, Sukwon Yun, Zhenyu Wang, Shahriar Nirjon, Chau-Wai Wong, Tianlong Chen

CoRR, 2024

Flex-MoE: Modeling Arbitrary Modality Combination via the Flexible Mixture-of-Experts.

Sukwon Yun, Inyoung Choi, Jie Peng, Yangfan Wu, Jingxuan Bao, Qiyiwen Zhang, Jiayi Xin, Qi Long, Tianlong Chen

CoRR, 2024

Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems.

Guibin Zhang, Yanwei Yue, Zhixun Li, Sukwon Yun, Guancheng Wan, Kun Wang, Dawei Cheng, Jeffrey Xu Yu, Tianlong Chen

CoRR, 2024

Mew: Multiplexed Immunofluorescence Image Analysis through an Efficient Multiplex Network.

Sukwon Yun, Jie Peng, Alexandro E. Trevino, Chanyoung Park, Tianlong Chen

CoRR, 2024

DEGNN: Dual Experts Graph Neural Network Handling both Edge and Node Feature Noise.

Tai Hasegawa, Sukwon Yun, Xin Liu, Yin Jun Phua, Tsuyoshi Murata

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024

DALK: Dynamic Co-Augmentation of LLMs and KG to answer Alzheimer's Disease Questions with Scientific Literature.

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

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Mew: Multiplexed Immunofluorescence Image Analysis Through an Efficient Multiplex Network.

Sukwon Yun, Jie Peng, Alexandro E. Trevino, Chanyoung Park, Tianlong Chen

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Single-cell RNA-seq data imputation using Feature Propagation.

Sukwon Yun, Junseok Lee, Chanyoung Park

CoRR, 2023

MELT: Mutual Enhancement of Long-Tailed User and Item for Sequential Recommendation.

Kibum Kim, Dongmin Hyun, Sukwon Yun, Chanyoung Park

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

MUSE: Music Recommender System with Shuffle Play Recommendation Enhancement.

Yunhak Oh, Sukwon Yun, Dongmin Hyun, Sein Kim, Chanyoung Park

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

S-Mixup: Structural Mixup for Graph Neural Networks.

Junghurn Kim, Sukwon Yun, Chanyoung Park

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

LTE4G: Long-Tail Experts for Graph Neural Networks.

Sukwon Yun, Kibum Kim, Kanghoon Yoon, Chanyoung Park

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022