Sound and Complete Verification of Polynomial Networks. - Elías Abad-Rocamora; Mehmet Fatih Sahin; Fanghui Liu 001; Grigorios Chrysos 002; Volkan Cevher (NeurIPS, 2022)

Learning task-specific features for 3D pointcloud graph creation. - Elías Abad-Rocamora; Javier Ruiz Hidalgo (CoRR, 2022)

Efficient local linearity regularization to overcome catastrophic overfitting. - Elías Abad-Rocamora; Fanghui Liu 001; Grigorios Chrysos 002; Pablo M. Olmos; Volkan Cevher (ICLR, 2024)

Revisiting Character-level Adversarial Attacks for Language Models. - Elías Abad-Rocamora; Yongtao Wu; Fanghui Liu 001; Grigorios Chrysos 002; Volkan Cevher (ICML, 2024)

Membership Inference Attacks against Large Vision-Language Models. - Zhan Li; Yongtao Wu; Yihang Chen; Francesco Tonin; Elías Abad-Rocamora; Volkan Cevher (NeurIPS, 2024)

Revisiting character-level adversarial attacks. - Elías Abad-Rocamora; Yongtao Wu; Fanghui Liu 001; Grigorios G. Chrysos; Volkan Cevher (CoRR, 2024)

Certified Robustness Under Bounded Levenshtein Distance. - Elías Abad-Rocamora; Grigorios Chrysos 002; Volkan Cevher (ICLR, 2025)

Single-pass Detection of Jailbreaking Input in Large Language Models. - Leyla Naz Candogan; Yongtao Wu; Elías Abad-Rocamora; Grigorios Chrysos 002; Volkan Cevher (Trans. Mach. Learn. Res., 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, 2025)

Robustness in Both Domains: CLIP Needs a Robust Text Encoder. - Elías Abad-Rocamora; Christian Schlarmann; Naman Deep Singh; Yongtao Wu; Matthias Hein 001; Volkan Cevher (CoRR, 2025)