publications

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

2026

  1. NeurIPS
    Provable Cross-Modal Transfer of Hierarchical Concept Structure in CLIP Embeddings
    Nghia Nguyen, Tianjiao Ding, Lachlan Ewen MacDonald, and Rene Vidal
    In NeurIPS, 2026
    PDF
  2. CVPR
    Hierarchical Concept Embedding & Pursuit for Interpretable Image Classification
    Nghia Nguyen, Tianjiao Ding, and Rene Vidal
    In CVPR, 2026
    TRUE-V Spotlight arXiv
  3. UCRL @ ICLR
    SSD: Sparse Semantic Defense against Semantic Adversarial Attacks to Image Classifiers
    Nghia Nguyen, Darshan Thaker, Konstantinos Emmanouilidis, Tianjiao Ding, and Rene Vidal
    In UCRL Workshop @ ICLR, 2026
    Website

2022

  1. NeurIPS
    Improving Neural Ordinary Differential Equations with Nesterov’s Accelerated Gradient Method
    Nghia Nguyen*, Minh Tan Nguyen*, Huyen Vo, Stanley Osher, and Thieu Vo
    In NeurIPS, 2022
    HTML PDF