QCRI
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Tuan Nguyen

Postdoctoral Researcher
Qatar Computing Research Institute
ntuan (at) hbku.edu.qa


Selected Publications [Google Scholar]

  1. Preprint
    PRPO: Paragraph-level Policy Optimization for Vision-Language Deepfake Detection
    Tuan Nguyen, Naseem Khan, Khang Tran, Hai Phan, Issa Khalil
    Preprint
    PDF Code

  2. UAI
    Cycle Class Consistency with Distributional Optimal Transport and Knowledge Distillation for Unsupervised Domain Adaptation
    Tuan Nguyen, Van Nguyen, Trung Le, He Zhao, Quan Hung Tran, and Dinh Phung
    Conference on Uncertainty in Artificial Intelligence (UAI), 2022.
    PDF BibTex

  3. IJCAI
    TIDOT: A Teacher Imitation Learning Approach for Domain Adaptation with Optimal Transport
    Tuan Nguyen, Trung Le, Nhan Dam, Quan Hung Tran, Truyen Nguyen, and Dinh Phung
    International Joint Conference on Artificial Intelligence (IJCAI), 2021.
    PDF BibTex

  4. UAI
    MOST: Multi-Source Domain Adaptation via Optimal Transport for Student-Teacher Learning
    Tuan Nguyen, Trung Le, He Zhao, Quan Hung Tran, Truyen Nguyen, and Dinh Phung
    Conference on Uncertainty in Artificial Intelligence (UAI), 2021.
    PDF Code BibTex

  5. ICML
    LAMDA: Label Matching Deep Domain Adaptation
    Trung Le, Tuan Nguyen, Nhat Ho, Hung Bui, and Dinh Phung
    International Conference on Machine Learning (ICML), 2021.
    PDF Code BibTex

  6. ICCV
    STEM: An approach to Multi-source Domain Adaptation with Guarantees
    Van-Anh Nguyen, Tuan Nguyen, Trung Le, Quan Hung Tran, and Dinh Phung
    IEEE/CVF International Conference on Computer Vision (ICCV), 2021.
    PDF Code BibTex

  7. ICLR
    Maximal divergence sequential autoencoder for binary software vulnerability detection
    Tue Le, Tuan Nguyen, Trung Le, Dinh Phung, Paul Montague, Olivier De Vel, and Lizhen Qu
    International Conference on Learning Representations (ICLR), 2019.
    PDF Code BibTex

  8. PAKDD
    Deep cost-sensitive kernel machine for binary software vulnerability detection
    Tuan Nguyen, Trung Le, Khanh Nguyen, Olivier de Vel, Paul Montague, John Grundy, and Dinh Phung
    Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2020.
    PDF Code BibTex

  9. IJCNN
    Fuzzy Kernel Stochastic Gradient Descent Machines
    Tuan Nguyen, Phuong Duong, Trung Le, Anh Le, Viet Ngo, Dat Tran, and Wanli Ma
    International Joint Conference on Neural Networks (IJCNN), 2016.
    PDF BibTex