Minbeom Kim

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Hi! I am a final year Ph.D candidate at Seoul National University advised by Prof. Kyomin Jung and a student researcher at Google. I also have also interned at LawZero and NAVER Labs Europe .

My research centers on Safe and Controllable Agentic AI systems:

  1. RL & its variant algorithms โ€” Distributional Matching RL for RLHF (CriticControl, AdvisorQA, Drift) and RLVR (GUARD, PACED-RL),

  2. Construction of safety guardrails (LifeTox, CausalArmor) and benchmarks (AdvisorQA, VLind-Bench),

  3. And its applications to AI agents (ReflAct, Syntra, CausalArmor) and practical deployments (SumGD, CCI, Drift, ReflectCAP).

In particular, Iโ€™m interested in how to prevent harm from misalignment in future, more capable AI Agents.
Please feel free to reach out to me for a discussion here minbeomkim@snu.ac.kr!

๐Ÿ“ I am currently seeking Research Scientist positions (or equivalent roles) starting in mid-2026.

news

May 01, 2026 Our ๐Ÿ›ก๏ธ CausalArmor and ๐Ÿ•น๏ธ PACED-RL are accepted to ICML 2026! See you in Seoul. ๐Ÿ‡ฐ๐Ÿ‡ท
Oct 02, 2025 I have joined Google as a Student Researcher.
Sep 18, 2025 Our Syntra is accepted to NeurIPS 2025!!! See you in San Diego, USA. ๐Ÿ‡บ๐Ÿ‡ธ
Aug 20, 2025 Our ๐ŸŽ๏ธ Drift and ๐Ÿค– ReflAct are accepted to EMNLP 2025!!! See you in China. ๐Ÿ‡จ๐Ÿ‡ณ
Jun 01, 2025 I have joined ๐ŸงชLawZero founded by Yoshua Bengio as a research intern!! I will contribute to the Scientist AI project. Watch this wonderful journey [๐ŸฟTED Link]!
Jan 23, 2025 Our ๐Ÿ›ก๏ธGUARD is accepted to ICLR 2025!! See you in Singapore. ๐Ÿ‡ธ๐Ÿ‡ฌ
Jan 22, 2025 Our 3 papers are accepted to NAACL 2025!!! See you in Albuquerque, USA. ๐Ÿ‡บ๐Ÿ‡ธ
Oct 10, 2024 After an amazing internship at Naver Labs Europe, our new paper Guaranteed Generation is out!! ๐Ÿ’ฏ

education

work experience