Elías Abad-Rocamora

According to our database, Elías Abad-Rocamora authored at least 10 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Robustness in Both Domains: CLIP Needs a Robust Text Encoder.

Elías Abad-Rocamora, Christian Schlarmann, Naman Deep Singh, Yongtao Wu, Matthias Hein, Volkan Cevher

CoRR, June, 2025

Linear Attention for Efficient Bidirectional Sequence Modeling.

Arshia Afzal, Elías Abad-Rocamora, Leyla Naz Candogan, Pol Puigdemont, Francesco Tonin, Yongtao Wu, Mahsa Shoaran, Volkan Cevher

CoRR, February, 2025

Single-pass Detection of Jailbreaking Input in Large Language Models.

Leyla Naz Candogan, Yongtao Wu, Elías Abad-Rocamora, Grigorios Chrysos, Volkan Cevher

Trans. Mach. Learn. Res., 2025

Certified Robustness Under Bounded Levenshtein Distance.

Elías Abad-Rocamora, Grigorios Chrysos, Volkan Cevher

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Revisiting character-level adversarial attacks.

Elías Abad-Rocamora, Yongtao Wu, Fanghui Liu, Grigorios G. Chrysos, Volkan Cevher

CoRR, 2024

Membership Inference Attacks against Large Vision-Language Models.

Zhan Li, Yongtao Wu, Yihang Chen, Francesco Tonin, Elías Abad-Rocamora, Volkan Cevher

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Revisiting Character-level Adversarial Attacks for Language Models.

Elías Abad-Rocamora, Yongtao Wu, Fanghui Liu, Grigorios Chrysos, Volkan Cevher

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Efficient local linearity regularization to overcome catastrophic overfitting.

Elías Abad-Rocamora, Fanghui Liu, Grigorios Chrysos, Pablo M. Olmos, Volkan Cevher

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2022

Learning task-specific features for 3D pointcloud graph creation.

Elías Abad-Rocamora, Javier Ruiz Hidalgo

CoRR, 2022

Sound and Complete Verification of Polynomial Networks.

Elías Abad-Rocamora, Mehmet Fatih Sahin, Fanghui Liu, Grigorios Chrysos, Volkan Cevher

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022