Huu-Tien Dang
Email: dtienuet@gmail.com
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I am currently a graduate research assistant at the School of Information Science, Japan Advanced Institute of Science and Technology (JAIST), working with Prof. Naoya Inoue. I finished my B.S in Computer Science at Vietnam National University, advised by Prof. Xuan-Hieu Phan. Before I joined JAIST, I had a great time as an AI Research Intern at FPT Software AI Center, advised by the awesome Hoang Thanh-Tung.
Research Interests
- Robust ML
- Machine Unlearning, Alignment
Preprints and Publications
- Non-Iterative Symbolic-Aided Chain-of-Thought for Logical Reasoning, Minh-Phuong Nguyen, Huu-Tien Dang, and Naoya Inoue; Preprint, [Code]
- RegMean++: Enhancing Effectiveness and Generalization of Regression Mean for Model Merging, The-Hai Nguyen, Huu-Tien Dang, Takeshi Suzuki, and Le-Minh Nguyen; Preprint, [Code], [Use RegMean++ in FusionBench]
- Improving LLM Unlearning Robustness via Random Perturbations, Huu-Tien Dang, Hoang Thanh-Tung, Anh Bui, Le-Minh Nguyen, and Naoya Inoue; Preprint, [Code]
- On Effects of Steering Latent Representation for Large Language Model Unlearning, Huu-Tien Dang, Trung-Tin Pham, Hoang Thanh-Tung, Naoya Inoue; The 39th Annual AAAI Conference on Artificial Intelligence (AAAI'25, Oral), [Code], [Slides]
- Class based Influence Functions for Error Detection, Nguyen Duc-Thang*, Hoang Thanh-Tung*, Quan Tran*, Huu-Tien Dang, Hieu Nguyen, Anh T. V. Dau, Nghi Bui; The 61st Annual Meeting of the Association for Computational Linguistics (ACL'23), [Code], [Poster], [Video]
- Non-Standard Vietnamese Word Detection and Normalization for Text-to-Speech, Huu-Tien Dang, Thi-Hai-Yen Vuong, Xuan-Hieu Phan; The 14th IEEE International Conference on Knowledge and Systems Engineering (KSE'22)
Program Committee
- 2025: AAAI
Education
- M.S. in Information Science, School of Information Science, JAIST
- B.S. in Computer Science, Vietnam National University
Experiences
- JAIST, Research Assistant, 10/2023 - present
- KiotViet, Software Engineer, 10/2022 - 9/2023
- FPT.AI (Engineer 04-10/2022); FPT Software AI Center (Research Intern; 10/2022 - 05/2023)
- Math and Science Summer Program (MaSSP), Mentor, 2022
- VinBigData, NLP Engineer, 01/2021 - 01/2022
- Institute of Mathematics, Vietnam Academic of Science and Technology, Research Intern, 2020
Honors and Awards
- Science and Technology Scholarship from Vingroup Innovation Foundation