Sukwon Yun
Scholar

Sukwon Yun

Google Scholar ID: AgqvtZkAAAAJ
PhD Student, UNC Chapel Hill
Machine LearningComputational Biology
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
319
 
H-index
7
 
i10-index
6
 
Publications
20
 
Co-authors
11
list available
Contact
CVOpen ↗TwitterOpen ↗GitHubOpen ↗LinkedInOpen ↗
Publications
15 items
M2G-LLM: Enhancing Clinical Prediction via Multimodal Graph Reasoning and LLM Context Injection
2026
Cited
0
The Blessing of Dimensionality: How Near-Orthogonality in High-Dimensional Spaces Explains Temporal Portability
2026
Cited
0
Graph-of-Agents: A Graph-based Framework for Multi-Agent LLM Collaboration
2026
Cited
0
Sparse Mixture-of-Experts for Multi-Channel Imaging: Are All Channel Interactions Required?
2025
Cited
0
Oldie but Goodie: Re-illuminating Label Propagation on Graphs with Partially Observed Features
2025
Cited
0
SPATIA: Multimodal Model for Prediction and Generation of Spatial Cell Phenotypes
2025
Cited
0
Spatial Coordinates as a Cell Language: A Multi-Sentence Framework for Imaging Mass Cytometry Analysis
2025
Cited
0
I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts
2025
Cited
0
Resume
Academic Achievements
  • Received 3 Best Paper Awards: AAAI 2024 GenAI4Health (MoE+AD), KDD 2024 FedKDD (Graph), ICML 2023 WCB (Graph+Single-cell)
  • 1 Spotlight Paper at NeurIPS 2024 (MoE)
  • 1 Oral Paper at ICLR 2025 (Graph)
  • Multiple papers accepted at top venues including NeurIPS 2025 (3 papers), Cell (single-cell epigenomics), ICML 2025 (2 papers), ACL 2025 (3 papers), KDD 2025, ICLR 2025 (3 papers), ECCV 2024, WWW 2024, Briefings in Bioinformatics, etc.
  • Recognized as a Top Reviewer at NeurIPS 2025
  • Released multiple preprints: Symbolic-MoE, GRNFormer, AgentPrune, PortLLM, etc.
Co-authors
9 total
Tianlong Chen
Tianlong Chen
Assistant Professor, CS@UNC Chapel Hill; Chief AI Scientist, hireEZ
Chanyoung Park
Chanyoung Park
Associate Professor, KAIST
Qi Long
Qi Long
Professor, University of Pennsylvania
Ying Ding
Ying Ding
Bill & Lewis Suit Professor, School of Information, Dell Med, University of Texas at Austin
Li Shen
Li Shen
Professor of Informatics and Radiology, University of Pennsylvania Perelman School of Medicine
Huan Liu
Huan Liu
Regents Professor, Arizona State University
Manolis Kellis
Manolis Kellis
Professor of Computer Science, MIT and Broad Institute
Tsuyoshi Murata
Tsuyoshi Murata
Professor, Department of Computer Science, Tokyo Institute of Technology