Kunwoong Kim
Scholar

Kunwoong Kim

Google Scholar ID: LZ0MCB8AAAAJ
Seoul National University
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Citations & Impact
All-time
Citations
42
 
H-index
3
 
i10-index
1
 
Publications
10
 
Co-authors
0
 
Contact
Emailkwkim.online@gmail.comLinkedInOpen ↗
Publications
11 items
Deep Barycentric Regression for Optimal Transport Map Estimation and its Statistical Optimality
2026
Cited
0
COVAriance-Induced Fairness Gap Penalty for Subgroup-Fair Clustering
2026
Cited
0
What Drives the Inlier-Memorization Effect? A Theory of Outlier Detection via Early Training Dynamics
2026
Cited
0
Naive Visual Memory is Not Enough: A Failure-Mode Study of GUI Agents
2026
Cited
0
Fair Model-based Clustering
2026
Cited
0
Doubly-Regressing Approach for Subgroup Fairness
2025
Cited
0
Fair Bayesian Model-Based Clustering
2025
Cited
0
Fair Clustering via Alignment
2025
Cited
0
Resume
Academic Achievements
  • No detailed information provided
Research Experience
  • No detailed information provided
Education
  • - B.E.: Major in Energy Resources Engineering, Minor in Mathematical Science, Seoul National University (2015.3. ~ 2019.2.)
  • - Ph.D.: Major in Statistics, Seoul National University (2019.3. ~ 2025.2. (expected))
Background
  • - Research Interests: Multi-modal Learning, Language Modeling, Trustworthy AI, Algorithmic Fairness, Deep Representation Learning, Optimal Transport Map, Statistical Learning Theory
  • - Professional Field: Statistics
  • - Brief Introduction: Ph.D. candidate in Statistics at Seoul National University, previously earned a B.E. in Energy Resources Engineering with a minor in Mathematical Sciences.
Miscellany
  • No detailed information provided