Research output per year
Research output per year
Personal profile
Research overview
Tai Nguyen is a joint PhD student in Computer Science at the University of St Andrews (UK) and Sorbonne Université (FR). His research interests lie at the intersection of machine learning (artificial intelligence) and evolutionary optimization (computer intelligence). He has authored and co-authored publications in top-ranking conferences, including NeurIPS, ICML, GECCO, FOGA, and IEEE BigData.
Education/Academic qualification
Ph.D in Computer Science, Sorbonne Université
27 Sept 2024 → 26 Sept 2028
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Research output
- 6 Conference contribution
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Dude: dual distribution-aware context prompt learning for large vision-language model
Nguyen, D. M. H., Le, A. T., Nguyen, T. Q., Diep, N. T., Nguyen, T., Duong-Tran, D., Peters, J., Shen, L., Niepert, M. & Sonntag, D., 14 Jan 2025, Proceedings of ACML 2024. Nguyen, V. & Lin, H.-T. (eds.). PMLR, p. 687-702 16 p. (Proceedings of Machine Learning Research; vol. 260).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile -
HORUS: multimodal large language models framework for video retrieval at VBS 2025
Nguyen, T., Anh, V. N. M., Pham, D. D., Vinh, T. Q., Quynh, N. D. T., Tien, L. A., Le, T. D. & Nguyen, B. T., 1 Jan 2025, MultiMedia modeling: 31st international conference on multimedia modeling, MMM 2025, Nara, Japan, January 8–10, 2025, proceedings, part V. Ide, I., Kompatsiaris, I., Xu, C., Yanai, K., Chu, W.-T., Nitta, N., Riegler, M. & Yamasaki, T. (eds.). Singapore: Springer Nature Singapore, p. 286-293 8 p. (Lecture notes in computer science; vol. 15524).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Multi-parameter control for the (1+(λ,λ))-GA on OneMax via deep reinforcement learning
Nguyen, T., Le, P., Doerr, C. & Dang, N., Aug 2025, Proceedings of the 18th ACM/SIGEVO Conference on Foundations of Genetic Algorithms. ACMResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
On the importance of reward design in reinforcement learning-based dynamic algorithm configuration: a case study on OneMax with (1+(λ,λ))-GA
Nguyen, T., Le, P., Biedenkapp, A., Doerr, C. & Dang, N., Jul 2025, Proceedings of the genetic and evolutionary computation conference 2025 (GECCO '25). New York: ACM, p. 1162 - 1171Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Hierarchical uncertainty aggregation and emphasis loss for active learning in object detection
Nguyen, T., Nguyen, K., Nguyen, T., Nguyen, T., Nguyen, A. & Kim, K., 22 Jan 2024, 2023 IEEE international conference on big data, proceedings: Dec 15 - Dec 18, 2023, Sorrento, Italy. He, J., Palpanas, T., Hu, X., Cuzzocrea, A., Dou, D., Slezak, D., Wang, W., Gruca, A., Lin, J.C.-W. & Agrawal, R. (eds.). Piscataway, NJ: IEEE Computer Society, p. 5311-5320 10 p. 10386534Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Activities
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IEEE Transactions on Evolutionary Computation (Journal)
Nguyen, T. (Reviewer)
Jun 2025Activity: Publication peer-review and editorial work types › Peer review of manuscripts
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COnfiguration and SElection of ALgorithms
Nguyen, R. (Participant)
5 May 2025 → 7 May 2025Activity: Participating in or organising an event types › Participation in or organising a workshop, seminar, course
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Doors Open @ Computer Science 2025
Hoffmann, R. (Chair of organising committee), Ross, K. (Member of organising committee), Ardati, A. A. (Participant), Dearle, A. (Participant), Connor, R. (Participant), Claydon, B. (Participant), Miller, A. (Participant), Sturdee, M. (Participant), Miguel, A. R. (Participant), Manataki, A. (Participant), Cassidy, C. A. (Participant), Pisani, S. (Participant), Brown, C. M. (Participant), Barwell, A. D. (Participant), Myles, C. G. G. (Participant), Harris-Birtill, D. C. C. (Participant), Morrison, D. (Participant), Balasubramaniam, D. (Participant), Dang, N. T. T. (Participant), Brady, E. C. (Participant), Terzic, K. (Participant), Kadi, H. A. (Participant), Oliver, I. A. (Participant), Kennedy, S. E. (Participant), Espasa Arxer, J. (Participant), Ye, J. (Participant), Clarke, L. (Participant), Jacques, J. T. (Participant), Young, M. (Participant), Chang, M. S. (Participant), Akgun, O. (Participant), Gent, I. P. (Participant), Jefferson, C. A. (Participant), Konovalov, O. (Participant), Loughney, J. P. (Participant), Letham, R. (Participant), Metcalfe, T. (Participant), Henderson, T. (Participant), Zhang, J. (Participant), Nguyen, R. (Participant), Halite, A. (Participant), Leal Teixeira Gondim Simao, A. (Participant), Ozkaya, A. (Participant), Powell, V. (Participant), Watson, H. (Participant), Nickson, M. (Participant), Sullivan, J. (Participant) & Michalovits, S. (Participant)
1 May 2025Activity: Participating in or organising an event types › Participation in or organising a public festival/exhibition/event
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SICSA Pre-EC Day 2025
Nguyen, T. (Speaker)
May 2025Activity: Talk or presentation types › Presentation
Prizes
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ACM Student Travel Grant 2025
Nguyen, R. (Recipient), 9 May 2025
Prize: Prize (including medals and awards)
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GECCO 2025 - Best Paper Award
Nguyen, T. (Recipient), Jul 2025
Prize: Prize (including medals and awards)
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