Maxime Cordy
10 papers · 2022–2026 · 8 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (24) π Grand Slam π Century Club Β· Bronze
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The Questioner
(2)
Top co-authors
Research topics
Machine Learning
(9)
Learning Types Β· Machine Learning
(7)
Deep Learning
(6)
Application Areas
(5)
Learning Types Β· Deep Learning
(5)
Artificial Intelligence
(4)
Optimization & Theory
(4)
Core AI
(3)
Core Methods
(3)
Natural Language Processing
(2)
Architectures
(2)
Applications
(1)
Bayesian & Probabilistic
(1)
Models
(1)
Resources & Methods
(1)
Keywords
adversarial robustness
(5)
adversarial attack
(4)
model robustness
(2)
gradient attack
(2)
tabular data
(2)
adversarial example
(2)
multi-task learning
(2)
evasion attack
(2)
auxiliary task
(2)
deep neural network
(2)
posterior distribution
(1)
constrained optimization
(1)
deep learning
(1)
constraint satisfaction
(1)
text classification
(1)
adversarial training
(1)
adversarial defense
(1)
model architecture
(1)
natural language processing
(1)
black-box attack
(1)
Papers
On the Evaluation of Capability Estimation Methods for Large Language Models
AAAI 2026
Constrained Adaptive Attack: Effective Adversarial Attack Against Deep Neural Networks for Tabular Data
NeurIPS 2024
How Realistic Is Your Synthetic Data? Constraining Deep Generative Models for Tabular Data
ICLR 2024
TabularBench: Benchmarking Adversarial Robustness for Tabular Deep Learning in Real-world Use-cases
NeurIPS 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
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