Publications

2026

1. Neighbor-Aware Localized Concept Erasure in Text-to-Image Diffusion Models

   Zhuan Shi*, Alireza Dehghanpour Farashah*, Rik Vries, and 1 more author

   In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026

   * Equal contribution

   arXiv Bib

   @inproceedings{shi2026neighbor,
     title = {Neighbor-Aware Localized Concept Erasure in Text-to-Image Diffusion Models},
     author = {Shi*, Zhuan and Farashah*, Alireza Dehghanpour and de Vries, Rik and Farnadi, Golnoosh},
     booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
     year = {2026},
     url = {https://arxiv.org/abs/2603.25994},
     note = {* Equal contribution}
   }

2. Multilingual Amnesia: On the Transferability of Unlearning in Multilingual LLMs

   Alireza Dehghanpour Farashah, Aditi Khandelwal, Marylou Fauchard, and 3 more authors

   In Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2026

   Oral Presentation

   arXiv Bib

   @inproceedings{farashah2026multilingual,
     title = {Multilingual Amnesia: On the Transferability of Unlearning in Multilingual LLMs},
     author = {Farashah, Alireza Dehghanpour and Khandelwal, Aditi and Fauchard, Marylou and Shi, Zhuan and Rostamzadeh, Negar and Farnadi, Golnoosh},
     booktitle = {Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (EACL)},
     year = {2026},
     url = {https://arxiv.org/abs/2601.05641},
     note = {Oral Presentation}
   }

2025

1. Localized-attention-guided concept erasure for text-to-image diffusion models

   Zhuan Shi*, Alireza Dehghanpour Farashah*, Rik Vries*, and 1 more author

   In NeurIPS 2025 Workshop on Generative and Protective AI for Content Creation, 2025

   * Equal contribution

   Bib

   @inproceedings{shi2025localized,
     title = {Localized-attention-guided concept erasure for text-to-image diffusion models},
     author = {Shi*, Zhuan and Farashah*, Alireza Dehghanpour and de Vries*, Rik and Farnadi, Golnoosh},
     booktitle = {NeurIPS 2025 Workshop on Generative and Protective AI for Content Creation},
     year = {2025},
     note = {* Equal contribution}
   }

2. Unlearning Geo-Cultural Stereotypes In Multilingual LLMs

   Alireza Dehghanpour Farashah, Aditi Khandelwal, Negar Rostamzadeh, and 1 more author

   In ICLR 2025 Workshop on Building Trust in Language Models and Applications, 2025

   Bib

   @inproceedings{farashah2025unlearning,
     title = {Unlearning Geo-Cultural Stereotypes In Multilingual LLMs},
     author = {Farashah, Alireza Dehghanpour and Khandelwal, Aditi and Rostamzadeh, Negar and Farnadi, Golnoosh},
     booktitle = {ICLR 2025 Workshop on Building Trust in Language Models and Applications},
     year = {2025},
     url = {https://openreview.net/forum?id=xo2e14bczv},
   }

2023

1. Blacksmith: Fast Adversarial Training of Vision Transformers via a Mixture of Single-step and Multi-step Methods

   Alireza Dehghanpour Farashah*, Mahdi Salmani*, Mohammad Azizmalayeri, and 4 more authors

   2023

   * Equal contribution

   arXiv Bib

   @misc{farashah2023blacksmith,
     title = {Blacksmith: Fast Adversarial Training of Vision Transformers via a Mixture of Single-step and Multi-step Methods},
     author = {Farashah*, Alireza Dehghanpour and Salmani*, Mahdi and Azizmalayeri, Mohammad and Amiri, Mahdi and Eslami, Navid and Manzuri, Mohammad Taghi and Rohban, Mohammad Hossein},
     year = {2023},
     eprint = {2310.18975},
     archiveprefix = {arXiv},
     primaryclass = {cs.CV},
     url = {https://arxiv.org/abs/2310.18975},
     note = {* Equal contribution}
   }