Jingdong Gao
5 papers · 2021–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Taxonomy Completionist
(20)
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Hot Topic Early Bird
Venues
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Research topics
Keywords
backdoor attack
(2)
contrastive learning
(2)
data poisoning
(1)
multimodal learning
(1)
inverse reinforcement learning
(1)
gradient optimization
(1)
concept learning
(1)
machine teaching
(1)
gaussian mixture model
(1)
dynamical system
(1)
convergence rate
(1)
physics-informed neural network
(1)
physics-informed regularization
(1)
neural ordinary differential equation
(1)
time-reversal symmetry
(1)
inductive bia
(1)
vision-language model
(1)
vision-language pre-training
(1)
zero-shot classification
(1)
submodular function
(1)
Papers
Better Safe than Sorry: Pre-training CLIP against Targeted Data Poisoning and Backdoor Attacks
ICML 2024
Physics-Informed Regularization for Domain-Agnostic Dynamical System Modeling
NeurIPS 2024
High Probability Bounds for Stochastic Continuous Submodular Maximization
AISTATS 2023
Robust Contrastive Language-Image Pretraining against Data Poisoning and Backdoor Attacks
NeurIPS 2023
Iterative Teacher-Aware Learning
NeurIPS 2021