Trung Hieu (Harry) Tran, Ph.D.

an Ph.D. in Software Engineering. Interested in Deep Transfer Learning, Transfer Reinforcement Learning, IoT Data Discovery, Distributed Systems;

Ph.D. Dissertation

IoT Data Discovery and Learning

Selected Publications

  1. [IEEE ITSC 2022] TLETA: Deep Transfer Learning and Integrated Cellular Knowledge for Estimated Time of Arrival Prediction. 25th IEEE International Conference on Intelligent Transportation Systems 2022 (IEEE ITSC 2022) (accepted) (arxiv)
  2. [IEEE SmartIoT 2022] Automated Integrated Service Composition for Dynamic IoT Systems. The 6th IEEEInternational Conference on Smart Internet of Things (IEEE SmartIoT 2022) (accepted) TBD
  3. [arXiv] Transfer Reinforcement Learning for Differing Action Spaces via Q-Network Representations. arXiv arXiv:2202.02442, 2022 (arxiv)
  4. [IEEE CLOUD 2021] Hieu Tran, Son Nguyen, I-Ling Yen and Farokh Bastani, “Into Summarization Techniques for IoT Data Discovery Routing”, in Proceedings of the IEEE International Conference on Cloud Computing (ACM/IEEE CLOUD 2021), Sep 05 - 10, 2021 (arxiv)
  5. [ICSE 2019] Hieu Tran, Ngoc Tran, Son Nguyen, Hoan Nguyen and Tien N.Nguyen, “Recovering Variable Names for Minified Code with Usage Contexts”, in Proceedings of the 41th ACM/IEEE International Conference on Software Engineering (ACM/IEEE ICSE 2019), May 25 - 31, 2019. IEEE CS Press, 2019 (ACM Library)
  6. [ICSE 2019] Hoan Nguyen, Tien N. Nguyen, Danny Dig, Son Nguyen, Hieu Tran and Michael Hilton, “Graph-based Mining of In-the-Wild, Fine-grained, Semantic Code Change Patterns”, in Proceedings of the 41th ACM/IEEE International Conference on Software Engineering (ACM/IEEE ICSE 2019), May 25 - 31, 2019. IEEE CS Press, 2019 (ACM Library)
  7. [ICPC 2019] Ngoc Tran, Hieu Tran, Son Nguyen, Hoan Nguyen and Tien N.Nguyen, “Does BLEU Score Work for Code Migration?”, in Proceedings of the 27th IEEE International Conference on Program Comprehension (ACM/IEEE ICPC 2019), May 25 - 26, 2019. IEEE CS Press, 2019 (ACM Library)
  8. [ASE 2019] Son Nguyen, Hoan Nguyen, Ngoc Tran, Hieu Tran and Tien N.Nguyen, “Feature-Interaction Aware Configuration Prioritization for Configurable Code”, in Proceedings of the 34th ACM/ IEEE International Conference on Automated Software Engineering (ACM/IEEE ASE 2019), November 11 - 15, 2019 (IEEE Library)
  9. [ResearchGate] Hieu Tran “Survey of Machine Learning and Data Mining Techniques used in Multimedia System”, DOI: 10.13140/RG.2.2.20395.49446/1, Researchgate, September 2019 (Researchgate)
  10. [CSoNet 2016] Hieu Tran, Maxim Sherbakov. Detection and Prediction of Users Attitude Based on Real-Time and Batch Sentiment Analysis of Facebook Comments. In Proc. of The 5th International Conference on Computational Social Networks (CSoNet 2016), LNCS 9795, pp. 273-284. Springer (Spring Library)
  11. [ResearchGate] Dmitriy Donchenko, Danila Parygin, Natalia Sadovnikova, Hieu Tran. Using of social networks to support decision-making in problems of planning urban development, 2017 (Researchgate)
  12. [VSTU research 2016] Hieu Tran. Implementation of a Sentiment Analysis Method on Social Networks. The Competition of Scientific, Design and Technological Research for Students in Volgograd State Technical University 2016 PDF.

Professional Services

Reviewer and Subreviewer international conferences: ICSE 2019, FSE 2019, ASE 2019, IEEE ICWS 2022, TheWebConf 2021.