Scholar
Sungjun Cho
Google Scholar ID: bEilQPMAAAAJ
PhD Student, University of Wisconsin-Madison
Machine Learning
Natural Language Processing
Geometric Deep Learning
Probabilistic Modeling
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Citations & Impact
All-time
Citations
455
H-index
8
i10-index
8
Publications
20
Co-authors
16
list available
Publications
11 items
MAGS: Multi-agent Auto-formalization Guarantees Safety for Agentic Outputs
2026
Cited
0
HCCL: Collective Communication for Meta Training and Inference Accelerators
2026
Cited
0
The Devil is in the Dark Pixels: Toward Brightness Bias-Robust Denoising
2026
Cited
0
Two-View Accumulation as the Primary Training Lever for Hybrid-Capture Gaussian Splatting: A Variance-Decomposition View of When Gradient Surgery Helps
2026
Cited
0
Test-Time Scaling Makes Overtraining Compute-Optimal
2026
Cited
0
Diabetic Retinopathy Grading with CLIP-based Ranking-Aware Adaptation:A Comparative Study on Fundus Image
2026
Cited
0
LLM-Integrated Bayesian State Space Models for Multimodal Time-Series Forecasting
2025
Cited
0
MEG-GPT: A transformer-based foundation model for magnetoencephalography data
2025
Cited
0
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Co-authors
14 total
Moontae Lee
Head of Superintelligence Lab at LG AI Research | Assistant Professor at the University of Illinois
Jinwoo Kim
KAIST
Dasol Hwang
LG AI Research
Sungmin Cha (차성민)
Faculty Fellow, New York University
Seonwoo Min
Applied Scientist, Amazon
Taesup Moon (문태섭)
Professor, Department of Electrical and Computer Engineering, Seoul National University
Tien Dat Nguyen
Master Student, University of Waterloo
Honglak Lee
LG AI Research / U. Michigan
