Scholar
Sukwon Yun
Google Scholar ID: AgqvtZkAAAAJ
PhD Student, UNC Chapel Hill
Machine Learning
Computational Biology
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Citations & Impact
All-time
Citations
319
H-index
7
i10-index
6
Publications
20
Co-authors
11
list available
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Publications
12 items
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
Efficient MAP Estimation of LLM Judgment Performance with Prior Transfer
2025
Cited
0
$ extit{Agents Under Siege}$: Breaking Pragmatic Multi-Agent LLM Systems with Optimized Prompt Attacks
2025
Cited
0
Symbolic Mixture-of-Experts: Adaptive Skill-based Routing for Heterogeneous Reasoning
2025
Cited
0
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Resume (English only)
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
11 total
Tianlong Chen
Assistant Professor, CS@UNC Chapel Hill; Chief AI Scientist, hireEZ
Chanyoung Park
Associate Professor, KAIST
Qi Long
Professor, University of Pennsylvania
Ying Ding
Bill & Lewis Suit Professor, School of Information, Dell Med, University of Texas at Austin
Co-author 5
Li Shen
Professor of Informatics and Radiology, University of Pennsylvania Perelman School of Medicine
Huan Liu
Regents Professor, Arizona State University
Manolis Kellis
Professor of Computer Science, MIT and Broad Institute
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