Aouedi, O., Le, V. A., Piamrat, K., & Ji, Y. (2025). Deep learning on network traffic prediction: Recent advances, analysis, and future directions. ACM Computing Surveys, 57(6), 1-37.
V. A. Le, N. D. Tran, P. N. Nguyen, T. H. Nguyen, P. L. Nguyen, T. T. Nguyen, and Y. Ji, "Enhancing the Generalization of Personalized Federated Learning with Multi-head Model and Ensemble Voting," 2024 International Parallel and Distributed Processing Symposium (IPDPS 2024).
V. A. Le, D. L. Nguyen, P. L. Nguyen, and Y. Ji, "Traffic Engineering in Large-scale Networks via Multi-Agent Deep Reinforcement Learning with Joint-Training," The 33rd International Conference on Computer Communications and Networks (ICCCN 2024).
V. A. Le, Y. Ji, H. H. Tran, P. L. Nguyen and J. C. S. Lui, "Achieving Multi-Time-Step Segment Routing via Traffic Prediction and Compressive Sensing Techniques," in IEEE Transactions on Network and Service Management.
X. Zhang, M. Kaneko, V. A. Le, and Y. Ji, "Deep Reinforcement Learning-based Uplink Power Control in Cell-Free Massive MIMO," 2023 IEEE 20th Consumer Communications & Networking Conference (CCNC), Las Vegas, NV, USA, 2023, pp. 567-572.
V. A. Le, Tien Thanh Le, Yusheng Ji, "Distributed Multi-agent Deep Reinforcement Learning for Traffic Engineering", Symposium on AI, Data and Digitalization, May 2023.
M. H. Nguyen, P. Le Nguyen, K. Nguyen, V. A. Le, T. -H. Nguyen and Y. Ji, "PM2.5 Prediction Using Genetic Algorithm-Based Feature Selection and Encoder-Decoder Model," in IEEE Access, vol. 9, pp. 57338-57350, 2021.
Van An Le, Tien Thanh Le, Phi Le Nguyen, Huynh Thi Thanh Binh, Yusheng Ji. "Multi-time-step Segment Routing based Traffic Engineering Leveraging Traffic Prediction.", 2021 IFIP/IEEE International Symposium on Integrated Network Management (IM2021).
Van An Le, Tien Thanh Le, Phi Le Nguyen, Huynh Thi Thanh Binh, Rajendra Akerkar, Yusheng Ji. "GCRINT: Network Traffic Imputation Using Graph Convolutional Recurrent Neural Network.", 2021 IEEE International Conference on Communications (ICC2021).
Tran, Minh-Quang, Duy Tai Nguyen, Van An Le, Duc Hai Nguyen, and Tran Vu Pham. "Task Placement on Fog Computing Made Efficient for IoT Application Provision." Wireless Communications and Mobile Computing 2019 (2019).
Tran, Minh-Quang, Van An Le, Tran Khanh Dang, Nam Thoai, and Takeshi Kitahara. "Flow Aggregation for SDN-Based Delay-Insensitive Traffic Control in Mobile Core Networks." IET Communications (2019).
Van An Le, Phi Le Nguyen, Yusheng Ji. "Deep Convolutional LSTM network-based Traffic Matrix Prediction with Partial Information.", 2019 IFIP/IEEE International Symposium on Integrated Network Management (IM2019).
Minh, Quang Tran, An Van Le, Tran Khanh Dang, Thoai Nam, and Takeshi Kitahara. "An effective flow aggregation for SDN-based background and foreground traffic control." In 2018 15th IEEE Annual Consumer Communications & Networking Conference (CCNC), pp. 1-4. IEEE, 2018.
Minh, Quang Tran, Duy Tai Nguyen, An Van Le, Hai Duc Nguyen, and Anh Truong. "Toward service placement on Fog computing landscape." In 2017 4th NAFOSTED conference on information and computer science, pp. 291-296. IEEE, 2017.
Nguyen, Duc Hai, Van An Le, Minh Thanh Chung, Tran Vu Pham, and Nam Thoai. "Accelerating Range Query Execution of in-Memory Stores: A Performance Study." In 2016 IEEE 18th International Conference on High Performance Computing and Communications; IEEE 14th International Conference on Smart City; IEEE 2nd International Conference on Data Science and Systems (HPCC/SmartCity/DSS), pp. 237-244. IEEE, 2016.
Chung, Minh Thanh, An Le, Nguyen Quang-Hung, Duc-Dung Nguyen, and Nam Thoai. "Provision of docker and infiniband in high performance computing." In 2016 International Conference on Advanced Computing and Applications (ACOMP), pp. 127-134. IEEE, 2016.
Quang, Tran Minh, Le Van An, Tran Khanh Dang, Nam Thoai, Takeshi Kitahara, and Yasuhiko Hiehata. "Delay-insensitive traffic detection and transfer on network edges." In 2016 18th Asia-Pacific Network Operations and Management Symposium (APNOMS), pp. 1-6. IEEE, 2016.
Le, An, Phuong Dinh, Hoa Le, and Ngoc Cuong Tran. "Flexible network-based intrusion detection and prevention system on software-defined networks." In 2015 International Conference on Advanced Computing and Applications (ACOMP), pp. 106-111. IEEE, 2015.