Scholar
Changdae Oh
Google Scholar ID: 7oAZaVcAAAAJ
University of Wisconsin-Madison
Machine Learning
Representation Learning
Reliable AI
Follow
Homepage
↗
Google Scholar
↗
Citations & Impact
All-time
Citations
275
H-index
7
i10-index
6
Publications
20
Co-authors
19
list available
Contact
Email
changdae@cs.wisc.edu
Twitter
Open ↗
GitHub
Open ↗
LinkedIn
Open ↗
Publications
11 items
VAUQ: Vision-Aware Uncertainty Quantification for LVLM Self-Evaluation
2026
Cited
0
Thinking Makes LLM Agents Introverted: How Mandatory Thinking Can Backfire in User-Engaged Agents
2026
Cited
0
Towards Reducible Uncertainty Modeling for Reliable Large Language Model Agents
2026
Cited
0
How Do Transformers Learn to Associate Tokens: Gradient Leading Terms Bring Mechanistic Interpretability
2026
Cited
0
General Exploratory Bonus for Optimistic Exploration in RLHF
2025
Cited
0
Understanding Language Prior of LVLMs by Contrasting Chain-of-Embedding
2025
Cited
0
Visual Instruction Bottleneck Tuning
2025
Cited
0
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach
2025
Cited
0
Load more
Resume (English only)
Academic Achievements
Published multiple papers at top-tier conferences including NeurIPS, ICML, ICLR, CVPR, and KDD
Several papers accepted as oral presentations, e.g., ICML 2025 Workshop on Reliable and Responsible Foundation Models (acceptance rate 3.4%)
Served as reviewer for NeurIPS, ICML (Top Reviewer), ICLR, AAAI, AISTATS, and CVPR
Workshop committee member for NeurIPS 2025 'Reliable ML from Unreliable Data' and ICLR 2025 'Quantify Uncertainty and Hallucination'
Volunteered at NeurIPS 2024 and KDD 2022
Co-authors
19 total
Kyungwoo Song
Yonsei University
Hosik Choi
Graduate School, Dept. of Urban Big Data Convergence, University of Seoul, S. Korea
junhyuk so
POSTECH
Co-author 4
Jiyoung Jung
University of Seoul
Sangdoo Yun
NAVER AI Lab
Dongyoon Han
NAVER AI Lab
Sharon Li
University of Wisconsin-Madison
×
Welcome back
Sign in to Agora
Welcome back! Please sign in to continue.
Email address
Password
Forgot password?
Continue
Do not have an account?
Sign up