Journal Articles
Vinh, Tuan, Nguyen-Vo, Thanh-Hoang, Le, Viet-Tuan, Phan-Nguyen, Xuan-Phuc and Nguyen, Binh P. (2025). In silico identification of histone deacetylase inhibitors using streamlined masked transformer-based pretrained features. Methods, 234, 1-9. doi: 10.1016/j.ymeth.2024.11.009
Tran, Minh-Duy, Huynh, Kha-Tu, Pham, Van-Hieu, Phan, Anh-Tu, Nguyen, Quoc-Khanh, Nguyen, Xuan-Phuc Phan and Ly, Tu-Nga (2022). Performance analysis of automatic integrated long-range RFID and webcam system. SN Computer Science, 3 473. doi: 10.1007/s42979-022-01365-w
Conference Papers
Phan-Nguyen, Xuan-Phuc, Pham, Phu-Quoc, Nguyen-Thi-Thanh, Thao and Ly-Tu, Nga (2026). Performance analysis and optimization for a multi-tasking federated learning framework. 17th International Conference ICCCI 2025, Ho Chi Minh City, Vietnam, 12-15 November 2025. Cham, Switzerland: Springer Cham. doi: 10.1007/978-3-032-10202-7_8
Phan-Nguyen, Xuan-Phuc, Tran-Minh, Khoi and Ly-Tu, Nga (2026). Enhancing multimodal emotion recognition with Swin Transformers and Dynamic Weighted Gating for federated learning on edge devices. 12th International Conference on Control, Decision and Information Technologies (CoDIT), Bari, Italy, 13-16 July 2026. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/codit70676.2026.11630900
Ly-Tu, Nga, Phan-Nguyen, Xuan-Phuc, Truong-Hieu, Nghia, Nguyen-Tien, Son, Thi-Thanh, Thao-Nguyen and Trinh-Thuy, Tien (2025). An intelligent secure framework for face detection distribution and quantization optimization on edge devices. 11th EAI International Conference, INISCOM 2025, Da Nang, Vietnam, 20-21 February 2025. Cham, Switzerland: Springer Nature. doi: 10.1007/978-3-032-02362-9_17
Nguyen-Thi-Thanh, Thao, Phan-Nguyen, Xuan-Phuc and Ly-Tu, Nga (2024). Machine learning UHF-RFID to support video tracking and recommendation for attendance system. 11th International Conference on Future Data and Security Engineering FDSE 2024, Binh Duong, Vietnam, 27-29 November 2024. Singapore: Springer Singapore. doi: 10.1007/978-981-96-0434-0_22
Nguyen, Xuan-Phuc Phan, Ruseno, Neno, Chagas, Fabio Suim and Aurilla Arntzen Bechina, Aurelie (2024). A survey of AI-based models for UAVs' intelligent control for deconfliction. 10th International Conference on Control, Decision and Information Technologies (CoDIT), Vallette, Malta, 1-4 July 2024. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/CoDIT62066.2024.10708243
Le-Phan, Anh, Nguyen, Xuan-Phuc Phan and Ly-Tu, Nga (2022). Training Siamese neural network using triplet loss with augmented facial alignment dataset. 2022 9th NAFOSTED Conference on Information and Computer Science (NICS), Ho Chi Minh City, Vietnam, 31 October-1 November 2022. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/NICS56915.2022.10013393
Chiem, Quoc-Hung, Huynh, Kha-Tu, Nguyen, Minh-Thien, Tran, Minh-Duy, Nguyen, Xuan-Phuc Phan and Ly, Tu-Nga (2021). Attendance monitoring using adjustable power UHF RFID and web-based real-time automated information system. 8th International Conference, FDSE 2021, Virtual, 24-26 November 2021. Heidelberg, Germany: Springer. doi: 10.1007/978-3-030-91387-8_25