Adnane Saoud
3 papers · 2025–2026 · 3 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
Jump to papers ↓
🌍
Conference Polyglot · Bronze
Top co-authors
Research topics
Keywords
adversarial robustness
(2)
text classification
(1)
attention mechanism
(1)
adversarial training
(1)
state space model
(1)
recurrent neural network
(1)
regularization technique
(1)
model generalization
(1)
word substitution
(1)
word substitution attack
(1)
growth bound matrix
(1)
linear matrix inequality
(1)
sparse feedback
(1)
asymptotic mean-square stability
(1)
state sparsification
(1)
vision transformer
(1)
feedback gain matrix
(1)
Papers
ART: Attention-Regularized Transformers for Multi-Modal Robustness
EACL 2026
Just Few States Are Enough: Randomized Sparse Feedback for Stability of Dynamical Systems
AAAI 2026
Bridging Robustness and Generalization Against Word Substitution Attacks in NLP via the Growth Bound Matrix Approach
ACL 2025