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most citedA Unified Framework for Adversarial Attack and Defense in Constrained Feature Space

1 citations · 5 across the 14 of their papers we have counts for

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cs.AI2026

Measuring Cross-Modal Synergy: A Benchmark for VLM Explainability

Joël Roman Ky, Salah Ghamizi, Maxime Cordy

Vision-Language Models (VLMs) map complex visual inputs to semantic spaces, but interpreting the cross-modal reasoning of VLMs currently relies on post-hoc explainers evaluated via…

cs.AI2026

Can Large Language Models Reason and Optimize Under Constraints?

Fabien Bernier, Salah Ghamizi, Pantelis Dogoulis +1

Large Language Models (LLMs) have demonstrated great capabilities across diverse natural language tasks; yet their ability to solve abstraction and optimization problems with const…