publications

\* equal contribution

2026

  1. TinySense: Effective CSI Compression for Scalable and Accurate Wi-Fi Sensing
    Toan D. Gian*, Dung T. Tran*, Viet Quoc Pham, and 2 more authors
    In Proceedings of the 2026 IEEE International Conference on Pervasive Computing and Communications (PerComm 2026), Mar 2026
    Accepted for publication
  2. CAKE: Real-time Action Detection via Motion Distillation and Background-aware Contrastive Learning
    Hieu Hoang, Dung Trung Tran, Hong Nguyen, and 1 more author
    In 2026 IEEE 11th INTERNATIONAL CONFERENCE ON COMMUNICATIONS AND ELECTRONICS (ICCE 2026), Mar 2026
    Accepted for publication
  3. MP-MoE: Matrix Profile-Guided Mixture of Experts for Precipitation Forecasting
    Huyen Ngoc Tran, Dung Trung Tran, Hong Nguyen, and 2 more authors
    In 2026 IEEE 11th INTERNATIONAL CONFERENCE ON COMMUNICATIONS AND ELECTRONICS (ICCE 2026), Mar 2026
    Accepted for publication

2025

  1. Multi-Modal Human Pose Estimation: A Wi-Fi-Driven Approach with Adaptive Kernel Selection
    Toan D. Gian*, Dung T. Tran*, Quoc-Viet Pham, and 2 more authors
    IEEE Transactions on Artificial Intelligence , Nov 2025
    DOI
  2. SEMISE: Semi-Supervised Learning for Severity Representation in Medical Image
    Dung T. Tran, Hung Vu, Anh Tran, and 4 more authors
    In 2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI), Nov 2025
    DOI
  3. Adaptive Rainfall Forecasting from Multiple Geographical Models Using Matrix Profile and Ensemble Learning
    Dung T. Tran, Huyen Ngoc Huyen, Hong Nguyen, and 2 more authors
    In Proceedings of the 14th International Symposium on Information and Communication Technology (SoICT 2025), Nov 2025
    Accepted for publication
  4. VRAE: Vertical Residual Autoencoder for License Plate Denoising and Deblurring
    Cuong Nguyen, Dung T. Tran, Hong Nguyen, and 2 more authors
    In Proceedings of the 14th International Symposium on Information and Communication Technology (SoICT 2025), Nov 2025
    Accepted for publication
  5. SHeRL-FL: When Representation Learning Meets Split Learning in Hierarchical Federated Learning
    Dung T. Tran, Nguyen B. Ha, Van-Dinh Nguyen, and 1 more author
    Nov 2025
  6. MOOSE: Pay Attention to Temporal Dynamics for Video Understanding via Optical Flows
    Hong Nguyen, Dung T. Tran, Hieu Hoang, and 2 more authors
    Nov 2025