Huu-Tien Dang
Email: dtienuet@gmail.com
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I am currently a Ph.D. student at the School of Information Science, Japan Advanced Institute of Science and Technology (JAIST), working with Prof. Naoya Inoue. I obtained my M.S. in Information Science from JAIST. Before JAIST, I finished my B.S. in Computer Science at Vietnam National University, advised by Prof. Xuan-Hieu Phan. 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 Machine Learning
- Alignment: Unlearning, Immunization
Preprints and Publications
- Improving Chain-of-Thought for Logical Reasoning via Attention-Aware Intervention, Minh-Phuong Nguyen, Huu-Tien Dang, and Naoya Inoue; Findings of the Association for Computational Linguistics: EACL 2026, [Code]
- Non-Interactive Symbolic-Aided Chain-of-Thought for Logical Reasoning, Minh-Phuong Nguyen, Huu-Tien Dang, and Naoya Inoue; The 39th Pacific Asia Conference on Language, Information and Computation (PACLIC 39), [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], [Use RegMean++ in MergeBench]
- Improving LLM Unlearning Robustness via Random Perturbations, Huu-Tien Dang, Hoang Thanh-Tung, Anh Bui, Minh-Phuong Nguyen, 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], [Video]
- Detecting and Rectifying Noisy Labels: A Similarity-based Approach, Huu-Tien Dang, Minh-Phuong Nguyen, and Naoya Inoue; Preprint, [Code]
- 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
Education
- School of Information Science, JAIST
Ph.D. student in Information Science - School of Information Science, JAIST
M.S. in Information Science
Thesis: Understanding the Effects of Representation Misdirection for Large Language Model Unlearning - Vietnam National University
B.S. in Computer Science
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