Maxime Cordy
10 papers · 2022–2026 · 8 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (8) π Cross-Pollinator (10) π Interdisciplinary Bridge π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (24)
π
Grand Slam
π
Keyword Champion
(2)
π
Century Club
(10)
β
The Questioner
(2)
Conferences
AAAI (2)
NIPS (2)
ACL (1)
ECCV (1)
ICLR (1)
ICML (1)
IJCAI (1)
UAI (1)
Top co-authors
Keywords
adversarial robustness
(5)
adversarial attack
(4)
deep neural network
(2)
multi-task learning
(2)
auxiliary task
(2)
gradient attack
(2)
model robustness
(2)
evasion attack
(2)
adversarial example
(2)
posterior distribution
(1)
machine learning
(1)
black-box attack
(1)
adversarial defense
(1)
uncertainty estimation
(1)
tabular datum
(1)
bayesian neural network
(1)
tabular deep learning
(1)
classification model
(1)
robustification mechanism
(1)
robust accuracy
(1)
Papers
On the Evaluation of Capability Estimation Methods for Large Language Models
AAAI 2026
TabularBench: Benchmarking Adversarial Robustness for Tabular Deep Learning in Real-world Use-cases
NIPS 2024
How Realistic Is Your Synthetic Data? Constraining Deep Generative Models for Tabular Data
ICLR 2024
Constrained Adaptive Attack: Effective Adversarial Attack Against Deep Neural Networks for Tabular Data
NIPS 2024
GAT: Guided Adversarial Training with Pareto-optimal Auxiliary Tasks
ICML 2023
How do humans perceive adversarial text? A reality check on the validity and naturalness of word-based adversarial attacks
ACL 2023
LGV: Boosting Adversarial Example Transferability from Large Geometric Vicinity
ECCV 2022
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