Gaon An
5 papers · 2019–2023 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (4) π Cross-Pollinator (12)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(14)
Conferences
NIPS (2)
AAAI (1)
AISTATS (1)
ICML (1)
Top co-authors
Keywords
adversarial attack
(2)
offline reinforcement learning
(2)
neural network pruning
(1)
contrastive learning
(1)
reward modeling
(1)
policy optimization
(1)
network efficiency
(1)
query efficiency
(1)
neural network optimization
(1)
gradient estimation
(1)
discrete optimization
(1)
quadratic programming
(1)
black-box attack
(1)
ensemble method
(1)
randomized smoothing
(1)
adversarial defense
(1)
adversarial perturbation
(1)
bi-level optimization
(1)
uncertainty estimation
(1)
preference-based reinforcement learning
(1)
Papers
Direct Preference-based Policy Optimization without Reward Modeling
NIPS 2023
Preemptive Image Robustification for Protecting Users against Man-in-the-Middle Adversarial Attacks
AAAI 2022
Optimal channel selection with discrete QCQP
AISTATS 2022
Uncertainty-Based Offline Reinforcement Learning with Diversified Q-Ensemble
NIPS 2021
Parsimonious Black-Box Adversarial Attacks via Efficient Combinatorial Optimization
ICML 2019