Publications

2025

  1. DRex.png
    DReX: Pure Vision Fusion of Self-Supervised and Convolutional Representations for Image Complexity Prediction
    Jonathan Skaza, Parsa Madinei, Ziqi Wen, and 1 more author
    arXiv preprint arXiv:2511.16991, 2025
    arXiv
  2. INTERLACE.png
    INTERLACE: Interleaved Layer Pruning and Efficient Adaptation in Large Vision-Language Models
    Parsa Madinei, Ryan Solgi, Ziqi Wen, and 3 more authors
    arXiv preprint arXiv:2511.19676, 2025
    arXiv
  3. CVP.png
    A Deep Learning Framework for Predicting Functional Visual Performance in Bionic Eye Users
    Jonathan Skaza, Shravan Murlidaran, Apurv Varshney, and 4 more authors
    bioRxiv, 2025
  4. F-SUM.png
    Predicting Reaction Time to Comprehend Scenes with Foveated Scene Understanding Maps
    Ziqi Wen, Jonathan Skaza, Shravan Murlidaran, and 2 more authors
    arXiv preprint arXiv:2505.12660, 2025
    arXiv

2024

  1. DiST.png
    Does resistance to style-transfer equal Global Shape Bias? Measuring network sensitivity to global shape configuration
    Ziqi Wen, Tianqin Li, Zhi Jing, and 1 more author
    ICLR 2024 Workshop on Representational Alignment, 2024
    arXiv Code

2023

  1. sparse_activation.png
    Emergence of Shape Bias in Convolutional Neural Networks through Activation Sparsity
    Tianqin Li, Ziqi Wen, Yangfan Li, and 1 more author
    Advances in Neural Information Processing Systems (Oral), 2023
    arXiv Code