publications

publications by categories in reversed chronological order.

2025

  1. ICML
    ICML_2025.jpg
    On Zero-Initialized Attention: Optimal Prompt and Gating Factor Estimation
    Nghiem T. Diep* , Huy Nguyen* , Chau Nguyen*, Minh Le, Duy MH Nguyen, and 3 more authors
    International Conference on Machine Learning (ICML), 2025
    PDF Code

2024

  1. NeurIPS
    NeurIPS_2024.jpg
    Accelerating Transformers with Spectrum-Preserving Token Merging
    Hoai-Chau Tran*, Duy MH Nguyen* , Duy M Nguyen , Trung-Tin Nguyen, Ngan Le, and 5 more authors
    Advances in Neural Information Processing Systems (NeurIPS), 2024
    PDF Code
  2. ICML
    ICML_2024.jpg
    Structure-aware E(3)-invariant molecular conformer aggregation networks
    Duy MH Nguyen, Nina Lukashina , Tai Nguyen, An T Le , TrungTin Nguyen, and 5 more authors
    International Conference on Machine Learning (ICML), 2024
    PDF Code
  3. ICLR (Oral)
    ICLR_2024.jpg
    Energy minimizing-based token merging for accelerating Transformers
    Hoai-Chau Tran*, Duy MH Nguyen* , Manh-Duy Nguyen, Ngan Hoang Le , and Binh T Nguyen
    5th Workshop on practical ML for limited/low resource settings, International Conference on Learning Representations (ICLR), 2024
    PDF

2023

  1. NeurIPS
    NeurIPS_2023.jpg
    LVM-Med: Learning large-scale self-supervised vision models for medical imaging via second-order graph matching
    Duy MH Nguyen , Hoang Nguyen, Nghiem Diep, Tan Ngoc Pham, Tri Cao, and 6 more authors
    Advances in Neural Information Processing Systems (NeurIPS), 2023
    PDF Code
  2. AAAI
    AAAI_2023.jpg
    Joint self-supervised image-volume representation learning with intra-inter contrastive clustering
    Duy MH Nguyen , Hoang Nguyen, Truong TN Mai, Tri Cao , Binh T Nguyen, and 5 more authors
    Proceedings of the AAAI Conference on Artificial Intelligence, 2023
    PDF Code

2022

  1. CVPR
    CVPR_2022.jpg
    LMGP: Lifted multicut meets geometry projections for multi-camera multi-object tracking
    Duy MH Nguyen, Roberto Henschel, Bodo Rosenhahn, Daniel Sonntag, and Paul Swoboda
    Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022
    PDF
  2. MedIA
    MIA_2022.jpg
    TATL: Task agnostic transfer learning for skin attributes detection
    Duy MH Nguyen , Thu T Nguyen, Huong Vu, Quang Pham , Manh-Duy Nguyen, and 2 more authors
    Medical Image Analysis, 2022
    PDF