Hello everyone! My name is Quang. I am a Lecturer, AI Engineer, Data Scientist at Thai Nguyen University of Education, Thai Nguyen, Vietnam.
My research interests are computer vision, image processing, machine learning and AI, optimazation and approximate algorithms.
- Duc-Quang Vu*, and Trang Phung T. Thu, "Simultaneous context and motion learning in video prediction"., Signal, Image and Video Processing, Springer.
- Cao Hong Nga*, Duc-Quang Vu*, Huong Hoang Luong, Chien-Lin Huang, and Jia-Ching Wang, "Cyclic Transfer Learning for Mandarin-English Code-Switching Speech Recognition"., IEEE Signal Processing Letters. (* denotes the first two authors contributed equally.).
- Ha Nguyen*, Duc-Quang Vu*, Son T. Mai, and Thanh Duc Dang, "Streamflow prediction in the Mekong River Basin using deep neural networks"., IEEE Access. (* denotes the first two authors contributed equally.).
- Duc-Quang Vu, Trang Phung, Ngan Le, and Jia-Ching Wang, "CDeep Learning for Human Action Recognition: A Comprehensive Review"., APSIPA Transactions on Signal and Information Processing.
- Ha Minh Tan*, Duc-Quang Vu*, and Jia-Ching Wang, "SeliNet: A Lightweight Model for Single Channel Speech Separation"., International Conference on Acoustics, Speech, and Signal Processing (ICASSP). (* denotes the first two authors contributed equally.).
- Duc-Quang Vu, Ngan Le, and Jia-Ching Wang, "(2+1)D Distilled ShuffleNet: A Lightweight Unsupervised Distillation Network for Human Action Recognition"., IEEE International Conference on Pattern Recognition (ICPR) 2022, pp. 3197-3203, doi:https://doi.org/10.1109/ICPR56361.2022.9956634.
- H. M. Tan*, D. -Q. Vu*, C. -T. Lee, Y. -H. Li and J. -C. Wang, "Selective Mutual Learning: An Efficient Approach for Single Channel Speech Separation," IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022, pp. 3678-3682, doi:https://doi.org/10.1109/ICASSP43922.2022.9746022 (* denotes the first two authors contributed equally.).
- Duc, Q., Phung, T., Nguyen, M., Nguyen, B., Nguyen, T. (2022). Self-knowledge Distillation: An Efficient Approach for Falling Detection. In: Dang, N.H.T., Zhang, YD., Tavares, J.M.R.S., Chen, BH. (eds) Artificial Intelligence in Data and Big Data Processing. ICABDE 2021. Lecture Notes on Data Engineering and Communications Technologies, vol 124. Springer, Cham. https://doi.org/10.1007/978-3-030-97610-1_29.
- Phung, T., Nguyen, V.T., Ma, T.H.T., Duc, Q.V. (2022). A (2+1)D Attention Convolutional Neural Network for Video Prediction. In: Dang, N.H.T., Zhang, YD., Tavares, J.M.R.S., Chen, BH. (eds) Artificial Intelligence in Data and Big Data Processing. ICABDE 2021. Lecture Notes on Data Engineering and Communications Technologies, vol 124. Springer, Cham. https://doi.org/10.1007/978-3-030-97610-1_31.
- D. -Q. Vu, N. Le and J. -C. Wang, "Teaching Yourself: A Self-Knowledge Distillation Approach to Action Recognition," in IEEE Access, vol. 9, pp. 105711-105723, 2021, doi: https://doi.org/10.1109/ACCESS.2021.3099856
- D. -Q. Vu, T. -T. -T. Phung and J. -C. Wang, "A Novel Self-Knowledge Distillation Approach with Siamese Representation Learning for Action Recognition," International Conference on Visual Communications and Image Processing (VCIP), 2021, pp. 1-5, doi: https://doi.org/10.1109/VCIP53242.2021.9675335.
- T. T. Trang Phung, T. Hong Thu Ma, V. T. Nguyen and D. Quang Vu, "Self-Supervised Learning for Action Recognition by Video Denoising," RIVF International Conference on Computing and Communication Technologies (RIVF), 2021, pp. 1-6, doi: https://doi.org/10.1109/RIVF51545.2021.9642129.
- D. -Q. Vu, T. -T. -T. Phung, C. -Y. Wang and J. -C. Wang, "Age and Gender Recognition Using Multi-task CNN," Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2019, pp. 1937-1941, doi: https://doi.org/10.1109/APSIPAASC47483.2019.9023045.
- Vu Duc Quang, Hoang Xuan Huan, Nguyen Van Truong, Vu Thi Thuy, (2018), A Hybrid Tabu Search-Based Artificial Immune Algorithm For Construction Site Layout Optimization, Journal of Research and Development on Information and Communication Technology, 03(15), 1-7.
- Phùng Thị Thu Trang, Ngân Hoàng Mỹ Linh, Vũ Đức Quang, (2017), Một thuật toán lai giữa aiNet và tìm kiếm Tabu giải bài toán Single Row Facility Layout, Journal of Science and Technology, Thai Nguyen University, 02(162), 171-175.
- D. Q. Vu, V. T. Nguyen and X. H. Hoang, "An improved artificial immune network for solving construction site layout optimization," IEEE RIVF International Conference on Computing & Communication Technologies, Research, Innovation, and Vision for the Future (RIVF), 2016, pp. 37-42, doi:https://doi.org/10.1109/RIVF.2016.7800266.
- Vũ Đức Quang, Hoàng Xuân Huấn, Đỗ Thanh Mai, (2016), Một thuật toán hiệu quả dựa trên giải thuật tối ưu đàn kiến giải bài toán r|p trung tâm, trong Kỷ yếu Hội nghị Quốc gia lần thứ 9 về Nghiên cứu cơ bản và ứng dụng Công Nghệ thông tin (FAIR) tại Đại học Cần Thơ, tr 488-494.
- Nguyen Van Truong, Pham Dinh Lam, Vu Duc Quang, (2016), Some improvements of selection algorithms for spam email filtering, Journal of Science and Technology, Thai Nguyen University, 6 (151), 85-91.
- Vu Duc Quang, Vu Manh Xuan, Nguyen Van Truong, Phung Thi Thu Trang (2015), Email SPAM Filtering Using R-Chunk Detector-Based Negative Selection Algorithm, Journal of Science and Technology, Thai Nguyen University, 135 (05), 185-189.
- Nguyen Van Truong, Vu Duc Quang, Trinh Van Ha, (2012), A fast r-chunk detector-based negative selection algorithm, Journal of Science and Technology, Thai Nguyen University, 2 (90), 55-58.