Personal profile
Research interests
Dr. Truong X. Tran is an Assistant Professor of Computer Science at Penn State Harrisburg and Director of the Trustworthy Artificial Intelligence Research Laboratory. His research spans Artificial Intelligence, Machine Learning, Biomedical Informatics and Healthcare, Software Engineering, Distributed Systems, Computer Networks, Security, Natural Language Processing, and Computer Vision. Dr. Tran has led and contributed to numerous interdisciplinary and externally funded research projects in collaboration with institutions across the United States and abroad. He has an extensive record of high-impact publications, active scholarly service, and dedicated mentorship of undergraduate and graduate students. Through his teaching, research, and leadership, Dr. Tran is committed to advancing trustworthy AI and developing innovative computational solutions that address critical challenges in healthcare, cybersecurity, and intelligent systems.
Researcher Defined Keywords
- Artificial Intelligence
- IoT
- Smart Health
- Cloud Computing
- Robotics
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being
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Collaborations and top research areas from the last five years
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FedImp: Enhancing Federated Learning Convergence With Impurity-Based Weighting
Tran, H. A., Ta, C. & Tran, T. X., 2026, In: IEEE Transactions on Artificial Intelligence. 7, 3, p. 1652-1665 14 p.Research output: Contribution to journal › Article › peer-review
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Efficient Federated Learning Convergence with Epoch Adaptation
Nguyen, H. H., Hoang, N. T., Tran, H. A., Mandal, T., Annareddy, R., Choudhary, P. & Tran, T. X., 2025, Proceedings - 2025 IEEE International Conference on Information Reuse and Integration and Data Science, IRI 2025. Institute of Electrical and Electronics Engineers Inc., p. 178-183 6 p. (Proceedings - 2025 IEEE International Conference on Information Reuse and Integration and Data Science, IRI 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Encrypted Traffic Classification Through Deep Domain Adaptation Network With Smooth Characteristic Function
Tong, V., Dao, C., Tran, H. A., Tran, D., Binh, H. T. T., Hoang-Nam, T. & Tran, T. X., 2025, In: IEEE Transactions on Network and Service Management. 22, 1, p. 331-343 13 p.Research output: Contribution to journal › Article › peer-review
4 Link opens in a new tab Scopus citations -
GRFuzz: A Deep Reinforcement Learning Approach to Python Library Fuzzing with GRPO
Le-Minh, V. A., Tran, H. A., Nguyen, H. H., Hoang, N. T. & Tran, T. X., 2025, Proceedings - 2025 IEEE International Conference on Information Reuse and Integration and Data Science, IRI 2025. Institute of Electrical and Electronics Engineers Inc., p. 13-18 6 p. (Proceedings - 2025 IEEE International Conference on Information Reuse and Integration and Data Science, IRI 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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ICARE: cross-domain text classification with incremental class-aware representation and distillation learning
Duong, S., Tran, T. X. & Tran, H. A., Aug 2025, In: International Journal of Machine Learning and Cybernetics. 16, 7-8, p. 5277-5294 18 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Link opens in a new tab Scopus citations