Publications

2026

1. NeurIPS

   

   Learning Reconfigurable Representations for Multimodal Federated Learning with Missing Data

   Duong M. Nguyen, Trong Nghia Hoang, Thanh Trung Huynh, and 2 more authors

   In The Thirty-ninth Annual Conference on Neural Information Processing Systems, 2026

   Bib PDF

   @inproceedings{nguyen2026learning,
     title = {Learning Reconfigurable Representations for Multimodal Federated Learning with Missing Data},
     author = {Nguyen, Duong M. and Hoang, Trong Nghia and Huynh, Thanh Trung and Nguyen, Quoc Viet Hung and Nguyen, Phi Le},
     booktitle = {The Thirty-ninth Annual Conference on Neural Information Processing Systems},
     year = {2026},
     url = {https://openreview.net/forum?id=rMqQdJJz5r},
   }

2025

1. ICCV

   

   Federated Prompt-Tuning with Heterogeneous and Incomplete Multimodal Client Data

   Thu Hang Phung, Duong M. Nguyen, Thanh Trung Huynh, and 3 more authors

   In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), Oct 2025

   Bib PDF

   @inproceedings{Phung_2025_ICCV,
     author = {Phung, Thu Hang and Nguyen, Duong M. and Huynh, Thanh Trung and Nguyen, Quoc Viet Hung and Hoang, Trong Nghia and Le Nguyen, Phi},
     title = {Federated Prompt-Tuning with Heterogeneous and Incomplete Multimodal Client Data},
     booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)},
     month = oct,
     year = {2025},
     pages = {3936-3946},
   }

2. ISBI

   

   Bridging Classification and Segmentation in Osteosarcoma Assessment via Foundation and Discrete Diffusion Models

   Duong M. Nguyen, Dac Thai Nguyen, Trung Viet Nguyen, and 3 more authors

   In 2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI), Oct 2025

   DOI Bib PDF

   @inproceedings{nguyen2025bridging,
     author = {Nguyen, Duong M. and Nguyen, Dac Thai and Nguyen, Trung Viet and Yamada, Homi and Pham, Huy Hieu and Le Nguyen, Phi},
     booktitle = {2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)},
     title = {Bridging Classification and Segmentation in Osteosarcoma Assessment via Foundation and Discrete Diffusion Models},
     year = {2025},
     volume = {},
     number = {},
     pages = {1-5},
     keywords = {Image segmentation;Foundation models;Estimation;Manuals;Diffusion models;Bones;Planning;Prognostics and health management;Biomedical imaging;Cancer;Osteosarcoma;necrosis rate;foundation model;diffusion model},
     doi = {10.1109/ISBI60581.2025.10980711},
   }

3. WACV

   

   ENAF: A Multi-Exit Network with an Adaptive Patch Fusion for Large Image Super Resolution

   Duong M. Nguyen, Tuan Nghia Nguyen, and Xuan Truong Nguyen

   In 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Oct 2025

   DOI Bib PDF

   @inproceedings{nguyen2025enaf,
     author = {Nguyen, Duong M. and Nguyen, Tuan Nghia and Nguyen, Xuan Truong},
     booktitle = {2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)},
     title = {ENAF: A Multi-Exit Network with an Adaptive Patch Fusion for Large Image Super Resolution},
     year = {2025},
     volume = {},
     number = {},
     pages = {2706-2714},
     keywords = {Adaptation models;Adaptive systems;Computational modeling;Source coding;Image edge detection;Superresolution;Vectors;Generators;Computational efficiency;Plugs;image super resolution;multi-exit network;dynamic network;adaptive patch fusion;psnr estimator},
     doi = {10.1109/WACV61041.2025.00268},
   }

4. ISBI

   

   A Semi-Supervised Learning Framework with Cross-Magnification Attention for Glioma Mitosis Classification

   Duong M. Nguyen, Nguyen Dang Huy Pham, Phi Le Nguyen, and 1 more author

   In 2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI), Oct 2025

   DOI Bib PDF

   @inproceedings{nguyen2025sema,
     author = {Nguyen, Duong M. and Huy Pham, Nguyen Dang and Nguyen, Phi Le and Do, Minh N.},
     booktitle = {2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)},
     title = {A Semi-Supervised Learning Framework with Cross-Magnification Attention for Glioma Mitosis Classification},
     year = {2025},
     volume = {},
     number = {},
     pages = {1-4},
     keywords = {Analytical models;Attention mechanisms;Foundation models;MIMICs;Manuals;Semisupervised learning;Robustness;Cancer;Biomedical imaging;Glioma;mitosis;semi-supervised;multi-magnification;foundation model},
     doi = {10.1109/ISBI60581.2025.10981240},
   }

2024

1. NCA

   

   FedMAC: Tackling Partial-Modality Missing in Federated Learning with Cross-Modal Aggregation and Contrastive Regularization

   Duong M. Nguyen, Trung Thanh Nguyen, Huy Hieu Pham, and 3 more authors

   In 2024 22nd International Symposium on Network Computing and Applications (NCA), Oct 2024

   DOI Bib PDF

   @inproceedings{nguyen2025fedmac,
     author = {Nguyen, Duong M. and Nguyen, Trung Thanh and Pham, Huy Hieu and Hoang, Trong Nghia and Nguyen, Phi Le and Huynh, Thanh Trung},
     booktitle = {2024 22nd International Symposium on Network Computing and Applications (NCA)},
     title = {FedMAC: Tackling Partial-Modality Missing in Federated Learning with Cross-Modal Aggregation and Contrastive Regularization},
     year = {2024},
     volume = {},
     number = {},
     pages = {278-285},
     keywords = {Training;Data privacy;Adaptation models;Accuracy;Federated learning;Soft sensors;Contrastive learning;Data models;Servers;Contrastive Learning;Federated Learning;Modality Missing;Multi-modal Learning},
     doi = {10.1109/NCA61908.2024.00048},
   }

2. NCA

   

   FedCert: Federated Accuracy Certification

   Minh Hieu Nguyen, Huu Tien Nguyen, Trung Thanh Nguyen, and 4 more authors

   In 2024 22nd International Symposium on Network Computing and Applications (NCA), Oct 2024

   DOI Bib PDF

   @inproceedings{nguyen2025fedcert,
     author = {Nguyen, Minh Hieu and Nguyen, Huu Tien and Nguyen, Trung Thanh and Nguyen, Duong M. and Hoang, Trong Nghia and Nguyen, Truong Thao and Nguyen, Phi Le},
     booktitle = {2024 22nd International Symposium on Network Computing and Applications (NCA)},
     title = {FedCert: Federated Accuracy Certification},
     year = {2024},
     volume = {},
     number = {},
     pages = {254-261},
     keywords = {Estimation error;Accuracy;Federated learning;Perturbation methods;Source coding;Reliability theory;Predictive models;Approximation algorithms;Robustness;Data models;Approximation Algorithm;Certified Accuracy;Federated Learning;Robustness},
     doi = {10.1109/NCA61908.2024.00045},
   }

3. Platinum(II) complexes bearing the simplest olefin ligand: A new class potential for the development of anticancer drugs

   Nguyen Thi Bang Linh, Nguyen Hoang Ninh, Pham Van Thong, and 6 more authors

   Polyhedron, Oct 2024

   DOI Bib

   @article{nguyen2025polyhedron,
     title = {Platinum(II) complexes bearing the simplest olefin ligand: A new class potential for the development of anticancer drugs},
     journal = {Polyhedron},
     volume = {261},
     pages = {117117},
     year = {2024},
     issn = {0277-5387},
     doi = {https://doi.org/10.1016/j.poly.2024.117117},
     url = {https://www.sciencedirect.com/science/article/pii/S0277538724002936},
     author = {Linh, Nguyen Thi Bang and Ninh, Nguyen Hoang and Thong, Pham Van and Dung, Tran Ngoc and Duong, Nguyen Manh and Duyen, Le Thi and Trang, Nguyen Thi Quynh and Hai, Le Thi Hong and Chi, Nguyen Thi Thanh},
     keywords = {Amine, Ethylene,  cytotoxicity, Molecular docking, Platinum(II) complex}
   }