Minbeom Kim
Hi! I am a Ph.D student at Seoul National University. I am fortunate to be advised by Prof. Kyomin Jung. Previously, I received B.E. degree from KAIST. I have also interned at NAVER AI LAB and NAVER Labs Europe for controlled text generation.
My Ph.D. research primarily focuses on Controlled Generation from Large Language Models. More specifically, how can we control generations that are 1) guaranteed to strictly satisfy essential constraints (e.g. safety guarantee), 2) aligned with personal preferences, and 3) still preserving pre-aligned general preferences? As a practical and impactful solution for challenges, I strongly believe that harmony between training-time methods and inference-time methods is essential. Although it looks deeply challenging, I am enjoying this journey and looking forward to the new insights it will bring. 😎
news
| Feb 22, 2025 | Our new paper 🏎️ Drift is out! We can personalize LLMs with individual user preferences very efficiently! |
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| Jan 23, 2025 | Our 🛡️GUARD is accepted to ICLR 2025!! See you in Singapore. 🇸🇬 |
| Jan 22, 2025 | Our 3 papers are accepted to NAACL 2025!!! See you in Albuquerque, USA. 🇺🇸 |
| Oct 10, 2024 | After an amazing internship at Naver Labs Europe, our new paper Guaranteed Generation is out!! 💯 |
| Jul 15, 2024 | Our new paper VLind-Bench is out!!😎 We also release code and dataset!. |
