Generative AI / Natural Language Processing / Large Language Models
Ph.D Candidate @ The University of Tokyo
Recent research interests: AI Safety, AI Ethnics and Fairness, AI Copyright Infringement
Personal interests: Astrology ( Modern ❌ Medieval Astrology ⭕️ ), Chinese Ancient Astrology, Latin (to read ancient astrology books)
(2025/09/30) Received JSPS Doctoral Course (DC2) Research Fellowships.
(2025/09/17) Received Leadership Development Program for Ph.D. (LDPP) from UTokyo.
(2025/04/01) Received NEDO Entrepreneurs Program (NEP) from NEDO.
(2025/03/17) Received Doctoral Student Fellowship SPRING-GX from UTokyo.
(2025/03/13) Awarded Outstanding Paper Award (14/765), Sponsor Award (SB Intuitions Corp.), and Sponsor Award (ELYZA, Inc.) at ANLP 2025 (first author).
Apr. 2025 - Now : Ph.D Candidate (Engineering), The University of Tokyo, Japan
Apr. 2023 - Mar. 2025: M.S. (Engineering), The University of Tokyo, Japan
Apr. 2019 - Mar. 2023: B.S. (Engineering), Waseda University, Japan
International Conference
(Peer-reviewed) Huimin LU, Masaru Isonuma, Junichiro Mori, Ichiro Sakata. UniDetox: Universal Detoxification of Large Language Models via Dataset Distillation. The Thirteenth International Conference on Learning Representations (ICLR), 2025. [paper] [code]
Preprint
Huimin LU, Masaru Isonuma, Junichiro Mori, Ichiro Sakata. Towards Transfer Unlearning: Empirical Evidence of Cross-Domain Bias Mitigation. arXiv:2407.16951, 2024. [paper]
Japanese Conference
Huimin LU, Masaru Isonuma, Junichiro Mori, Ichiro Sakata. Unlearning Bias and Toxicity in Large Language Models (大規模言語モデルにおける有害コンテンツの逆学習). Proceedings of the Annual Conference of JSAI, 2024. [paper]
Huimin LU, Masaru Isonuma, Junichiro Mori, Ichiro Sakata. Reverse Distillation of Corpus (コーパスの逆蒸留). The 31st Annual Meeting of the Association for Natural Language Processing (ANLP), 2025. [paper] [code]
Outstanding Paper Award, The 31st Annual Meeting of the Association for Natural Language Processing, 2025. (first author, 15/765 papers)
Sponsor Award (SB Intuitions Corp.), The 31st Annual Meeting of the Association for Natural Language Processing, 2025. (first author, 1/765 papers)
Sponsor Award (ELYZA, Inc.), The 31st Annual Meeting of the Association for Natural Language Processing, 2025. (first author, 1/765 papers)
SEUT Doctoral Student Special Incentives Program. 2025
SPRING : Support for Pioneering Research Initiated by the Next Generation Home (SPRING GX). 2025
NEDO Support Project for Securing Human Resources for Starting and Managing R&D Startups/Human Resources and Entrepreneurship Development Project in the Field of Deep Tech (NEP). 2025
Leadership Development Program for Ph.D. (LDPP). 2025
JSPS Doctoral Course (DC2) Research Fellowships. 2026