Lightx3ecg: A lightweight and explainable deep learning system for 3-lead electrocardiogram classification KH Le, HH Pham, TBT Nguyen, TA Nguyen, TN Thanh, CD Do Biomedical Signal Processing and Control 85, 104963, 2023 | 38 | 2023 |
Learning from multiple expert annotators for enhancing anomaly detection in medical image analysis KH Le, TV Tran, HH Pham, HT Nguyen, TT Le, HQ Nguyen IEEE Access 11, 14105-14114, 2023 | 33 | 2023 |
Detecting COVID-19 from digitized ECG printouts using 1D convolutional neural networks T Nguyen, HH Pham, KH Le, AT Nguyen, T Thanh, C Do PLoS One 17 (11), e0277081, 2022 | 22 | 2022 |
Learning for amalgamation: A multi-source transfer learning framework for sentiment classification CV Nguyen, KH Le, AM Tran, QH Pham, BT Nguyen Information Sciences 590, 1-14, 2022 | 18 | 2022 |
An empirical study of federated learning on iot-edge devices: Resource allocation and heterogeneity KS Wong, M Nguyen-Duc, K Le-Huy, L Ho-Tuan, C Do-Danh, D Le-Phuoc arXiv preprint arXiv:2305.19831, 2023 | 15 | 2023 |
HyperRouter: Towards efficient training and inference of sparse mixture of experts G Do, K Le, Q Pham, T Nguyen, TN Doan, BT Nguyen, C Liu, ... Proceedings of the 2023 Conference on Empirical Methods in Natural Language …, 2023 | 10 | 2023 |
Enhancing deep learning-based 3-lead ecg classification with heartbeat counting and demographic data integration KH Le, HH Pham, TBT Nguyen, TA Nguyen, TN Thanh, CD Do 2022 IEEE-EMBS Conference on Biomedical Engineering and Sciences (IECBES …, 2022 | 10 | 2022 |
A novel deep learning-based approach for sleep apnea detection using single-lead ECG signals AT Nguyen, T Nguyen, HK Le, HH Pham, C Do 2022 Asia-Pacific Signal and Information Processing Association Annual …, 2022 | 9 | 2022 |
Efficiently assemble normalization layers and regularization for federated domain generalization K Le, L Ho, C Do, D Le-Phuoc, KS Wong Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 7 | 2024 |
FedFSLAR: A federated learning framework for few-shot action recognition NA Tu, A Abu, N Aikyn, N Makhanov, MH Lee, K Le-Huy, KS Wong Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024 | 7 | 2024 |
Named entity recognition for vietnamese real estate advertisements S Huynh, K Le, N Dang, B Le, D Huynh, BT Nguyen, TT Nguyen, NYT Ho 2021 8th NAFOSTED Conference on Information and Computer Science (NICS), 23-28, 2021 | 7 | 2021 |
Molx: Enhancing large language models for molecular learning with a multi-modal extension K Le, Z Guo, K Dong, X Huang, B Nan, R Iyer, X Zhang, O Wiest, W Wang, ... arXiv preprint arXiv:2406.06777, 2024 | 6 | 2024 |
A novel approach for enhancing vietnamese sentiment classification CV Nguyen, KH Le, BT Nguyen International Conference on Industrial, Engineering and Other Applications …, 2021 | 5 | 2021 |
Utilizing Large Language Models in an iterative paradigm with domain feedback for molecule optimization K Le, NV Chawla arXiv preprint arXiv:2410.13147, 2024 | 1 | 2024 |
Exploring the Practicality of Federated Learning: A Survey Towards the Communication Perspective K Le, N Luong-Ha, M Nguyen-Duc, D Le-Phuoc, C Do, KS Wong arXiv preprint arXiv:2405.20431, 2024 | 1 | 2024 |
An Efficient Framework for Vietnamese Sentiment Classification CV Nguyen, KH Le, AM Tran, BT Nguyen Knowledge Innovation Through Intelligent Software Methodologies, Tools and …, 2020 | 1 | 2020 |