Publications

FY2024

Linhui Wei, Tien Thanh Le, Yusheng Ji, Mingqian Wang, Yu Liu, Yumei Wang, John C.S. Lui, " Towards Efficient Traffic Engineering via Distributed Optimization in Large-Scale LEO Constellation ", IEEE ICC 2024 Workshop on Intelligent Cloud Continuum for B5G Services, Denver, June 2024.

Thanh Le, Yusheng Ji, Thanh-Trung Nguyen, John C.S. Lui , " X-armed Bandits for Optimizing Information Freshness in Robots Communication ", IEICE SeMI Vietnam Workshop, Danang, Oct. 2024.

Le Tien Thanh, Le Van Cuong, Ta Bao Thang, Huynh Thi Thanh Binh, " Multitask Augmented Random Search in Deep Reinforcement Learning ", accepted by Applied Soft Computing Journal.

Van An Le, Tien Thanh Le, Yusheng Ji, " Distributed Multi-agent Deep Reinforcement Learning for Traffic Engineering ", Symposium on AI, Data and Digitalization, Norway, May 2023.

Tien Thanh Le, Roger Garcia, Yusheng Ji, " Asynchronous Multi-agent PPO for Batched Distributed Vehicular Task Offloading ", IEICE Society Conference, A-16-1, Sep. 2023.
Tien Thanh Le, Yusheng Ji, Hong-Linh Truong, John C.S. Lui, " Benchmarking Multi-agent Reinforcement Learning-based Access Control using Real-world IoT Traffic ", 14th International Workshop on Networking, Computing, Systems, and Software, Poster, Dec. 2023.

Thanh Le Tien, Yusheng Ji, John C.S. Lui, " TinyQMIX: Distributed Access Control for mMTC via Multi-agent Reinforcement Learning ", IEEE VTC 2022-Fall, Sept. 2022.

Van An Le, Tien Thanh Le, Phi Le Nguyen, Huynh Thi Thanh Binh, Rajendra Akertar, Yusheng Ji, " GCRINT: Network Traffic Imputation Using Graph Convolutional Recurrent Neural Network ", IEEE ICC 2021, June 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 ", IFIP/IEEE International Symposium on Integrated Network Management (IM2021), May 2021.
Le Tien Thanh, Le Van Cuong, Ta Bao Thang, Huynh Thi Thanh Binh, " Multi-Armed Bandits for Many-Task Evolutionary Optimization ", 2021 IEEE Congress on Evolutionary Computation (CEC).

Tran Viet Toan, Rin Nishikawa, Le Tien Thanh, Masashi Takemoto, Tran Van Hoai, Huynh Thi Thanh Binh, Hironori Nakajo, " Cow estrus detection with low-frequency accelerometer sensor by unsupervised learning ", Proceedings of the 9th International Symposium on Information and Communication Technology.
Tran Ba Trung, Le Tien Thanh, Ly Trung Hieu, Pham Dinh Thanh, Huynh Thi Thanh Binh, " Multifactorial evolutionary algorithm for clustered minimum routing cost problem ", Proceedings of the 9th International Symposium on Information and Communication Technology ☆ Best Paper Award.

Le Tien Thanh, Rin Nishikawa, Masashi Takemoto, Huynh Thi Thanh Binh, Hironori Nakajo, " Cow estrus detection via discrete wavelet transformation and unsupervised clustering ", Proceedings of the 9th International Symposium on Information and Communication Technology.