publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2026

  1. CVPR
    Hierarchical Concept Embedding & Pursuit for Interpretable Image Classification
    Nghia Nguyen, Tianjiao Ding, and Rene Vidal
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2026
    Awarded arXiv

2025

  1. Preprint
    SSD: Sparse Semantic Defense against Semantic Adversarial Attacks to Image Classifiers
    Nghia Nguyen, Darshan Thaker, Konstantinos Emmanouilidis, and 2 more authors
    2025
    Under Review

2022

  1. NeurIPS
    Improving Neural Ordinary Differential Equations with Nesterov’s Accelerated Gradient Method
    Nghia Nguyen, Minh Tan Nguyen, Huyen Vo, and 2 more authors
    In Advances in Neural Information Processing Systems, 2022
    HTML PDF