| LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching DMH Nguyen, H Nguyen, NT Diep, TN Pham, T Cao, BT Nguyen, ... Advances in Neural Information Processing Systems 36, 2023 | 39 | 2023 |
| Lightweight multi-objective evolutionary neural architecture search with low-cost proxy metrics NH Luong, QM Phan, A Vo, TN Pham, DT Bui Information Sciences 655, 119856, 2024 | 6 | 2024 |
| On the Out of Distribution Robustness of Foundation Models in Medical Image Segmentation DMH Nguyen, TN Pham, NT Diep, NQ Phan, Q Pham, V Tong, BT Nguyen, ... Robustness of Few-shot and Zero-shot Learning in Foundation Models, NeurIPS 2023, 2023 | 3 | 2023 |
| Lightweight Multi-Objective and Many-Objective Problem Formulations for Evolutionary Neural Architecture Search with the Training-Free Performance Metric Synaptic Flow A Vo, TN Pham, NH Luong Informatica 47 (3), 2023 | 3 | 2023 |
| Cost-Effective Shallow Genome-Wide Sequencing for Profiling Plasma cfDNA Signatures to Enhance Lung Cancer Detection VTC Nguyen, DH Vo, TT Tran, TT Tran, THH Nguyen, TDH Vo, TTV Van, ... | | 2025 |
| Leveraging Pruning, Quantization and Multi-objective Optimization for an Efficient Deployment of Multi-modal Models D Vu, T Dang, QT Nguyen, T Pham International Conference on Multimedia Modeling, 61-73, 2025 | | 2025 |
| Supervised non-negative matrix factorization on cell-free DNA fragmentomic features enhances early cancer detection TH Tran, NT Pham, VTC Nguyen, DH Vo, THH Nguyen, TT Tran, TT Tran, ... bioRxiv, 2024.12. 20.629316, 2024 | | 2024 |
| Training-Free Multi-Objective and Many-Objective Evolutionary Neural Architecture Search with Synaptic Flow A Vo, TN Pham, VB Nguyen, NH Luong Proceedings of the 11th International Symposium on Information and …, 2022 | | 2022 |
Binh NguyenAssociate Professor, University of Science, Vietnam.Email yang diverifikasi di hcmus.edu.vn