Chungpa Lee
Scholar

Chungpa Lee

Google Scholar ID: N2S3jFcAAAAJ
Yonsei University
Machine LearningStatistics
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Citations & Impact
All-time
Citations
6
 
H-index
2
 
i10-index
0
 
Publications
4
 
Co-authors
0
 
Contact
Emailleechungpa@gmail.comGitHubOpen ↗
Publications
6 items
Transformers in the Dark: Navigating Unknown Search Spaces via Bandit Feedback
2026
Cited
0
Fine-Tuning Without Forgetting In-Context Learning: A Theoretical Analysis of Linear Attention Models
2026
Cited
0
How to Correctly Report LLM-as-a-Judge Evaluations
2025
Cited
0
On the Similarities of Embeddings in Contrastive Learning
2025
Cited
0
A Theoretical Framework for Preventing Class Collapse in Supervised Contrastive Learning
2025
Cited
1
A Generalized Theory of Mixup for Structure-Preserving Synthetic Data
2025
Cited
0
Resume (English only)
Background
  • Research interests include statistics and data science. Currently a visiting researcher in the Department of Electrical and Computer Engineering at the University of Wisconsin–Madison.
Miscellany
  • Member, Essential Statistics Club, Department of Applied Statistics, Yonsei University (Mar 2021- Feb 2022)
  • Member, Data Science Lab, Department of Applied Statistics, Yonsei University (Jul 2020 - Jun 2021)
  • Resident Assistant, Yun Dong-Joo House, Yonsei University Residential College (Feb 2019 - Dec 2019)
  • Completed mandatory military service as Sergeant, Republic of Korea Army (Feb 2017 – Nov 2018)
  • Photojournalist, The Yonsei Chunchu, Yonsei University Newspaper (Sep 2015 - Feb 2017)
Co-authors
0 total
Co-authors: 0 (list not available)