Yves Le Traon
6 papers · 2022–2023 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
Top co-authors
Research topics
Machine Learning
(5)
Learning Types · Machine Learning
(5)
Deep Learning
(4)
Learning Types · Deep Learning
(4)
Artificial Intelligence
(3)
Application Areas
(2)
Core AI
(2)
Optimization & Theory
(2)
Computer Science
(1)
Applications
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Core Methods
(1)
Models
(1)
Techniques
(1)
Keywords
adversarial attack
(3)
adversarial example
(3)
adversarial robustness
(3)
multi-task learning
(2)
black-box attack
(2)
auxiliary task
(2)
posterior distribution
(1)
nearest neighbor search
(1)
deep neural network
(1)
adversarial defense
(1)
bayesian neural network
(1)
robust accuracy
(1)
code model
(1)
adversarial retraining
(1)
task augmentation
(1)
gradient curvature regularization
(1)
task weighting
(1)
variable substitution
(1)
representation learning
(1)
variable name encoder
(1)
Papers
A Black-Box Attack on Code Models via Representation Nearest Neighbor Search
EMNLP 2023
GAT: Guided Adversarial Training with Pareto-optimal Auxiliary Tasks
ICML 2023
Adversarial Robustness in Multi-Task Learning: Promises and Illusions
AAAI 2022
A Unified Framework for Adversarial Attack and Defense in Constrained Feature Space
IJCAI 2022
Efficient and transferable adversarial examples from bayesian neural networks
UAI 2022
LGV: Boosting Adversarial Example Transferability from Large Geometric Vicinity
ECCV 2022