Sonia Vanier

15 papers A* 3A 1Journal 10Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Activation Surgery: Jailbreaking White-box LLMs without Touching the Prompt. CoRR Maël Jenny, Jérémie Dentan, Sonia Vanier, Michaël Krajecki
2026	A*	`conf`	Guess or Recall? Training CNNs to Classify and Localize Memorization in LLMs. AAAI Jérémie Dentan, Davide Buscaldi, Sonia Vanier
2026	J	`jnl`	Leveraging Contrastive Learning for a Similarity-Guided Tampered Document Data Generation Pipeline. CoRR Mohamed Dhouib, Davide Buscaldi, Sonia Vanier, Aymen Shabou
2026	A*	`conf`	Simulation-Driven Railway Delay Prediction: An Imitation Learning Approach. AAAI Clément Elliker, Jesse Read, Sonia Vanier, Albert Bifet
2026	—	`conf`	Unveiling Decision-Making in LLMs for Text Classification : Extraction of influential and interpretable concepts with Sparse Autoencoders. EACL (Findings) Mathis Le Bail, Jérémie Dentan, Davide Buscaldi, Sonia Vanier
2025	J	`jnl`	Guess or Recall? Training CNNs to Classify and Localize Memorization in LLMs. CoRR Jérémie Dentan, Davide Buscaldi, Sonia Vanier
2025	J	`jnl`	MUCH: A Multilingual Claim Hallucination Benchmark. CoRR Jérémie Dentan, Alexi Canesse, Davide Buscaldi, Aymen Shabou, Sonia Vanier
2025	A*	`conf`	PACT: Pruning and Clustering-Based Token Reduction for Faster Visual Language Models. CVPR Mohamed Dhouib, Davide Buscaldi, Sonia Vanier, Aymen Shabou
2025	J	`jnl`	PACT: Pruning and Clustering-Based Token Reduction for Faster Visual Language Models. CoRR Mohamed Dhouib, Davide Buscaldi, Sonia Vanier, Aymen Shabou
2025	A	`conf`	Predicting Memorization Within Large Language Models Fine-Tuned for Classification. ECAI Jérémie Dentan, Davide Buscaldi, Aymen Shabou, Sonia Vanier
2025	J	`jnl`	Simulation-Driven Railway Delay Prediction: An Imitation Learning Approach. CoRR Clément Elliker, Jesse Read, Sonia Vanier, Albert Bifet
2025	J	`jnl`	Unveiling Decision-Making in LLMs for Text Classification : Extraction of influential and interpretable concepts with Sparse Autoencoders. CoRR Mathis Le Bail, Jérémie Dentan, Davide Buscaldi, Sonia Vanier
2024	J	`jnl`	Predicting and analyzing memorization within fine-tuned Large Language Models. CoRR Jérémie Dentan, Davide Buscaldi, Aymen Shabou, Sonia Vanier
2022	J	`jnl`	Optimal deployment of virtual network functions for securing telecommunication networks against distributed denial of service attacks: A robust optimization approach. Comput. Oper. Res. Céline Gicquel, Sonia Vanier, Alexandros Papadimitriou
2004	J	`jnl`	Network synthesis under survivability constraints. 4OR Jean François Maurras, Sonia Vanier