Jihye Choi
5 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(12)
Top co-authors
Research topics
Keywords
large language model
(2)
distribution shift
(2)
domain adaptation
(1)
adversarial training
(1)
ai safety
(1)
selective classification
(1)
adversarial attack
(1)
deep neural network
(1)
adversarial perturbation
(1)
foundation model
(1)
out-of-distribution detection
(1)
interpretable model
(1)
concept bottleneck
(1)
jailbreak attack
(1)
retrieval-augmented generation
(1)
rejection option
(1)
perturbation magnitude
(1)
guard model
(1)
adverse drug event
(1)
post-deployment accuracy
(1)
Papers
CONDA: Adaptive Concept Bottleneck for Foundation Models Under Distribution Shifts
ICLR 2025
MALADE: Orchestration of LLM-powered Agents with Retrieval Augmented Generation for Pharmacovigilance
MLHC 2024
PRP: Propagating Universal Perturbations to Attack Large Language Model Guard-Rails
ACL 2024
Concept-based Explanations for Out-of-Distribution Detectors
ICML 2023
Stratified Adversarial Robustness with Rejection
ICML 2023