Sungchul Kim

Adobe Systems (United States) — United States

Computer Science · Physical Sciences

25h-index3.0kcitations205works7.52yr avg
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Research Topics

Topic Modeling(40), Advanced Graph Neural Networks(34), Complex Network Analysis Techniques(29), Natural Language Processing Techniques(27), Multimodal Machine Learning Applications(16)

Publications205 total

Few-shot Fine-grained Image Classification with Interpretable Prompt Learning through Distribution Alignment
2025Open Access
MLLM as a UI Judge: Benchmarking Multimodal LLMs for Predicting Human Perception of User Interfaces
arXiv (Cornell University)·2025Open Access
Large Language Models for Conversational User Simulation: A Comprehensive Survey
SPIRE - Sciences Po Institutional REpository·2025Open Access
Towards Improving Long-Tail Entity Predictions in Temporal Knowledge Graphs through Global Similarity and Weighted Sampling
arXiv (Cornell University)·2025Open Access
Corrigendum to “Efficacy of mecasin for treatment of amyotrophic lateral sclerosis: A phase IIa multicenter randomized double-blinded placebo-controlled trial” [J. Ethnopharmacol. 320 (2023) 116670]
Journal of Ethnopharmacology·2025
SAND: Boosting LLM Agents with Self-Taught Action Deliberation
arXiv (Cornell University)·2025Open Access
LaMP-Cap: Personalized Figure Caption Generation With Multimodal Figure Profiles
arXiv (Cornell University)·2025Open Access
Disambiguation in Conversational Question Answering in the Era of LLMs and Agents: A Survey
arXiv (Cornell University)·2025Open Access
Personalizing Data Delivery: Investigating User Characteristics and Enhancing LLM Predictions
2025Open Access
Interactive Visualization Recommendation with Hier-SUCB
2025· 1 citedOpen Access
WaterFlow: Learning Fast & Robust Watermarks using Stable Diffusion
arXiv (Cornell University)·2025Open Access
Probabilistic Hypergraph Recurrent Neural Networks for Time-series Forecasting
2025· 2 citedOpen Access
From Selection to Generation: A Survey of LLM-based Active Learning
arXiv (Cornell University)·2025Open Access
Pandora with Inaccurate Priors
arXiv (Cornell University)·2025Open Access
Interactive Visualization Recommendation with Hier-SUCB
arXiv (Cornell University)·2025Open Access
Do Large Multimodal Models Solve Caption Generation for Scientific Figures? Lessons Learned from SciCap Challenge 2023
arXiv (Cornell University)·2025Open Access
Expediting solid electrolyte synthesis: Microwave-assisted wet synthesis of halogen-rich Li-argyrodite
Journal of Energy Chemistry·2025· 6 cited
Evaluation-free Time-series Forecasting Model Selection via Meta-learning
ACM Transactions on Knowledge Discovery from Data·2025· 4 citedOpen Access
Multi-LLM Collaborative Caption Generation in Scientific Documents
arXiv (Cornell University)·2025Open Access
GUI Agents: A Survey
2025· 6 citedOpen Access
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Frequent Co-authors

Ryan A. Rossi(30), Eunyee Koh(24), Nesreen K. Ahmed(14), John Boaz Lee(10), Hwanjo Yu(8), Fan Du(8), Handong Zhao(6), Ruiyi Zhang(5), Sana Malik(5), Nedim Lipka(5), Xin Qian(5), Anup Rao(4), Di Jin(4), Danai Koutra(4), Tak Yeon Lee(4), Joel Chan(4), Giang Nguyen(3), Franck Dernoncourt(3), Jinyoung Yeo(3), Seung-won Hwang(3)