Publications

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

Review

    2025

    1. arXiv '25A Systematic Survey on Debugging Techniques for Machine Learning Systems. Dat Nguyen, Haoye Tian, Bach Le, Patanamon Thongtanunam, Shane McIntosh.
    2. TMLR '25VirDA: Reusing Backbone for Unsupervised Domain Adaptation with Visual Reprogramming. Duc-Duy Nguyen, Dat Nguyen.

    2024

    1. arXiv '24Inferring Properties of Graph Neural Networks. Dat Nguyen, Hieu M. Vu, Cong-Thanh Le, Bach Le, David Lo, ThanhVu Nguyen, Corina Pasareanu.
    2. ISSTA '24VRDSynth: Synthesizing Programs for Multilingual Visually Rich Document Information Extraction. Dat Nguyen, Tung Do-Viet, Hung Nguyen-Duy, Tuan-Hai Luu, Hung Le, Bach Le, Patanamon Thongtanunam.
    3. arXiv '24Combining Induction and Transduction for Abstract Reasoning. Wen-Ding Li, Keya Hu, Carter Larsen, Yuqing Wu, Simon Alford, Caleb Woo, Spencer M. Dunn, Hao Tang, Michelangelo Naim, Dat Nguyen, Wei-Long Zheng, Zenna Tavares, Yewen Pu, Kevin Ellis.

    2023

    1. arXiv '23Adversarial Attacks on Code Models with Discriminative Graph Patterns. Dat Nguyen, Yang Zhou, Xuan Bach D. Le, Patanamon Thongtanunam, David Lo.

    2022

    1. ICSME '22FFL: Fine grained Fault Localization for Student Programs via Syntactic and Semantic Reasoning. Dat Nguyen, Thanh Le-Cong, Duc-Minh Luong, Van-Hai Duong, Xuan Bach Le Dinh, David Lo, Thang Huynh-Quyet.
    2. ICSE '22Toward the Analysis of Graph Neural Networks. Dat Nguyen, Thanh Le-Cong*, ThanhVu H. Nguyen, Xuan-Bach D. Le, Quyet-Thang Huynh.

    2021

      2020

      1. ICPR '20End-to-End Hierarchical Relation Extraction for Generic Form Understanding. Tuan-Anh Nguyen Dang, Duc Thanh Hoang, Quang Bach Tran, Chih-wei Pan, Dat Nguyen.
      2. MAPR '20PCA-based 3D Facial Reenactment From Single Image. Dat Nguyen, Tuan-Anh Nguyen Dang, Viet Sang Dinh.

      2019

      1. BMVC '19End-to-End Information Extraction by Character-Level Embedding and Multi-Stage Attentional UNet. Tuan Anh Nguyen Dang, Dat Nguyen.
      2. CLEF '19Non-local DenseNet for plant CLEF 2019 contest. Dat Nguyen, George Quénot, Lorraine Goeuriot.