Mohammad Mahdi Vahedi

MSc student

m.m.vahedi13800@gmail.com Google Scholar GitHub LinkedIn

Analysis and Enhancement of Compositional Generalization in Transformers

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

Paper