Duong M. Nguyen

@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},
}

@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},
}

@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},
}

@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},
}

@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},
}

@inproceedings{nguyen2026nonparametric,
  title = {Nonparametric Distribution Matching for Self-Supervised Whole-Slide Image Condensation},
  author = {Nguyen, Duong M. and Hoang, Trong Nghia and Nguyen, Hang Thi and Huynh, Thanh Trung and Nguyen, Phi Le and Do, Minh N.},
  booktitle = {ICML 2026 Workshop on Structured Probabilistic Inference {\&} Generative Modeling},
  year = {2026},
  url = {https://openreview.net/forum?id=sxCxIp77bM},
}