Changdae Oh
7 papers · 2023–2026 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(18)
Top co-authors
Research topics
Keywords
distribution shift
(3)
representation learning
(2)
zero-shot classification
(2)
robust fine-tuning
(2)
model robustness
(1)
cross-lingual transfer
(1)
multimodal learning
(1)
confidence calibration
(1)
test-time adaptation
(1)
out-of-distribution generalization
(1)
contrastive learning
(1)
entropy-based weighting
(1)
low-resource language
(1)
vision-language model
(1)
interactive agent
(1)
weight interpolation
(1)
embedding alignment
(1)
effective mutual information
(1)
visual prompting
(1)
black-box model
(1)
Papers
Uncertainty Quantification in LLM Agents: Foundations, Emerging Challenges, and Opportunities
ACL 2026
DaWin: Training-free Dynamic Weight Interpolation for Robust Adaptation
ICLR 2025
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach
ICML 2025
Mitigating the Linguistic Gap with Phonemic Representations for Robust Cross-lingual Transfer
EMNLP 2024
Towards Calibrated Robust Fine-Tuning of Vision-Language Models
NeurIPS 2024
BlackVIP: Black-Box Visual Prompting for Robust Transfer Learning
CVPR 2023
Geodesic Multi-Modal Mixup for Robust Fine-Tuning
NeurIPS 2023