Rocamora, Elias Abad

10 publications

ICLR 2025 Certified Robustness Under Bounded Levenshtein Distance Elias Abad Rocamora, Grigorios Chrysos, Volkan Cevher

NeurIPS 2025 Linear Attention for Efficient Bidirectional Sequence Modeling Arshia Afzal, Elias Abad Rocamora, Leyla Naz Candogan, Pol Puigdemont, Francesco Tonin, Yongtao Wu, Mahsa Shoaran, Volkan Cevher

NeurIPS 2025 Robustness in Both Domains: CLIP Needs a Robust Text Encoder Elias Abad Rocamora, Christian Schlarmann, Naman Deep Singh, Yongtao Wu, Matthias Hein, Volkan Cevher

TMLR 2025 Single-Pass Detection of Jailbreaking Input in Large Language Models Leyla Naz Candogan, Yongtao Wu, Elias Abad Rocamora, Grigorios Chrysos, Volkan Cevher

ICMLW 2024 Certified Robustness in NLP Under Bounded Levenshtein Distance Elias Abad Rocamora, Grigorios Chrysos, Volkan Cevher

ICLRW 2024 Character-Level Robustness Should Be Revisited Elias Abad Rocamora, Yongtao Wu, Fanghui Liu, Grigorios Chrysos, Volkan Cevher

ICLR 2024 Efficient Local Linearity Regularization to Overcome Catastrophic Overfitting Elias Abad Rocamora, Fanghui Liu, Grigorios Chrysos, Pablo M. Olmos, Volkan Cevher

NeurIPS 2024 Membership Inference Attacks Against Large Vision-Language Models Zhan Li, Yongtao Wu, Yihang Chen, Francesco Tonin, Elias Abad Rocamora, Volkan Cevher

ICLRW 2024 Single-Pass Detection of Jailbreaking Input in Large Language Models Leyla Naz Candogan, Yongtao Wu, Elias Abad Rocamora, Grigorios Chrysos, Volkan Cevher

NeurIPS 2022 Sound and Complete Verification of Polynomial Networks Elias Abad Rocamora, Mehmet Fatih Sahin, Fanghui Liu, Grigorios Chrysos, Volkan Cevher