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

Faridoun Mehri

MSc student · Alumni

Publications

  • arXiv 2026

    Causal Attribution via Activation Patching

    Amirmohammad Izadi, Mohammadali Banayeeanzade, Akbar Mirrokni, Hosein Hasani, Mobin Bagherian, Faridoun Mehri, Mahdieh Soleymani Baghshah

    Develops activation-patching methods for tracing causal contributions inside neural networks rather than relying on correlational explanations.

    arXiv preprint, 2026

  • CVPR 2025

    LibraGrad: Balancing Gradient Flow for Universally Better Vision Transformer Attributions

    Faridoun Mehri, Mahdieh Soleymani Baghshah, Mohammad Taher Pilehvar

    Balances gradient flow to produce more stable, faithful, and broadly effective attribution maps for vision transformer architectures.

    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025