About me
I am a researcher in Wireless Systems Laboratory (WSL) at National Institute of Information and Communication Technology (NICT), Japan.
Research Interests
- Next-generation wireless networks
- Multi-agent learning
- Neural network verification
News
- 05/2025: Joined WSL, NICT
- 03/2025: Received the INOSE Student Encouragement Award of National Institute of Informatics (NII)
Selected Publications
- “Verifying Structural Robustness of Deep Neural Network”
Hai Duong*, Thanh Le*, Lam Nguyen, ThanhVu Nguyen
Foundations of Software Engineering (ACM FSE'26), July 2026
PDF Code - “MFTTS: A Mean-Field Transfer Thompson Sampling approach for distributed power allocation in unsourced multiple access”
Thanh Le, Yusheng Ji, John C.S. Lui
IEEE Transactions on Mobile Computing (Volume: 23, Issue: 12, December 2024)
PDF - “TinyQMIX: Distributed Access Control for mMTC via Multi-agent Reinforcement Learning”
Thanh Le, Yusheng Ji, John C.S. Lui
IEEE/VTS VTC2022-Fall, Sep. 2022
PDF Code - “GCRINT: Network Traffic Imputation Using Graph Convolutional Recurrent Neural Network”
Van An Le, Thanh Le, Phi Le Nguyen, Huynh Thi Thanh Binh, Rajendra Akerkar, Yusheng Ji
IEEE ICC 2021, June 2021
PDF Code
Others Publications
- “Formal Verification for Deep Learning-based Mobile Network Traffic Prediction”
Thanh Le, Takeshi Matsumura
The 8th International Conference on Artificial Intelligent in Information and Communication (IEEE ICAIIC'26), Feb. 2026
PDF
Dissertation
Distributed Learning Techniques for Dynamic Access Control in massive Machine-Type Communication
Supervisor: Prof. Yusheng Ji
SOKENDAI, NII, Mar. 2025
Abstract
Misc
- Help review papers at IEEE ICC, IEEE GlobeCom, IEEE TCCN, Elsevier ComCom
- Track upcoming conferences at /top-conf and /network-conf