Department of Computer Engineering · Sharif University of Technology soleymani@sharif.edu

Improving the faithfulness of reasoning in multimodal large language models.

Publications

  • NeurIPS 2025

    Visual Structures Help Visual Reasoning: Addressing the Binding Problem in LVLMs

    Amirmohammad Izadi, Mohammadali Banayeeanzade, Fatemeh Askari, Ali Rahimiakbar, Mohammad Mahdi Vahedi, Hosein Hasani, Mahdieh Soleymani Baghshah

    Introduces VISER, which adds lightweight spatial structure and sequential-scanning prompts to improve counting, visual search, and spatial reasoning.

    Advances in Neural Information Processing Systems (NeurIPS), 2025