2022

  • Hong-Linh Truong, Tram Truong-Huu, Tien-Dung Cao, “Making Distributed Edge Machine Learning for for Resource-Constrained Communities and Environments Smarter: Contexts and Challenges“, Journal of Reliable Intelligent Environments (Accepted).
  • Tien-Dung Cao, Tram Truong-Huu, Hien Tran, Khanh Tran A Federated Deep Learning Framework for Privacy Preservation and Communication Efficiency, Journal of Systems Architecture, Volume 124, March 2022, 102413

2021

  • Thai-Dien, Pham., Thien-Lac, Ho., Tram, Truong-Huu., Tien-Dung, Cao., Hong-Linh, Truong. (2021). MAppGraph: Mobile-App Classification on Encrypted Network Traffic using Deep Graph Convolution Neural Networks, Annual Computer Security Applications Conference 2021.
  • Tran, Vu Khanh and Pham, Trong Tien. (2021). Bergman–Toeplitz Operators Between Weighted $$L^p$$-Spaces on Weakly Pseudoconvex Domains. The Journal Of Geometric Analysis. 31(202), 4612-4640. https://doi.org/10.1007/s12220-020-00446-7 PDF
  • Pham, Uyen., Luu, Quoc., Tran, Hien. (2021). Multi-agent reinforcement learning approach for hedging portfolio problem. Soft Computhttps://doi.org/10.1007/s00500-021-05801-6PDF

  • Tran, Vu Khanh and Andrew Raich. (2021). L^p-Estimates for the D-bar_b-equation on a class of infinite type domains. Mathematische Nachrichten. 294(1), 82-97.  https://doi.org/10.1002/mana.201900282. PDF

2019

  • Tran, Anh Tuan., Cao, Tien-Dung., & Truong, Huu-Tram. (2019). DIRAC: A Hybrid Approach To Customer Demographics Analysis For Advertising Campaigns. 2019 6Th NAFOSTED Conference On Information And Computer Science (NICS), 2019. IEEE, doi:10.1109/nics48868.2019.9023806. PDF
  • Nguyen TP., Van TD., Le NT., Mai TT., Nguyen-An K. (2019). An Intensive Empirical Study of Machine Learning Algorithms for Predicting Vietnamese Stock Prices. In: Le Thi H., Le H., Pham Dinh T., Nguyen N. (eds) Advanced Computational Methods for Knowledge Engineering. ICCSAMA 2019. Advances in Intelligent Systems and Computing, vol 1121. Springer, Cham

2018

2017

2016

2015

2014

2013

2012

2011