About me

I am a third-year Ph.D. student at MIT EECS & LIDS, advised by Asu Ozdaglar. I am closely working with Kaiqing Zhang. My research experience includes previous work with Amazon AGI and NAVER AI (industry), as well as with the Ryu Optimization Group and the Bioinformatics Group (academia).

My current research interest is multi-agent learning:

  • (Multi-agent) LLM Theory (including provable super-human AI, alignment problem, etc..), Intersection of Multi-agent RL, Game Theory, and genAI.
  • Blockchain and DeFi system.

Feel free to reach me! I actively discuss various topics with folks! I am open to collaboration (but not advising currently) so please don’t hesitate to reach out if you’re excited about these topics and would like to work together!

I love games!!!! Life itself is a game :)

I have held a certification in Korean actuary since 2018.

I run ML-Theory-Korea with my colleagues. Feel free to email me (cpark97 at mit.edu) to join ML-theory-Korea. We are actively researching several areas.

Mentee

  • Valentio Iversion (University of Waterloo): June 2024 - . Working on LLM Theory
  • Jaeyeon Kim (SNU, Currently Harvard CS): Oct 2022 - Oct 2023. Worked on Optimization Theory (H-duality). Now, he is my great co-worker.

News

  • September 2024: I am honored to be selected as Takeda Fellowship Recipient, which supports students conducting research at the intersection of artificial intelligence and health.
  • March 2024: A paper on LLM-no-regret has been accepted for an oral presentation for ICLR 2024 AGI Workshop: How Far Are We From AGI. See yall in Vienna.
  • February 2024: A paper on Personalized-RLHF is acceppted at CVPR 2024. I contributed by providing efficient RLHF with groupwise comparison, and its theoretical analysis. Also, a paper on Inequality-to-optimal-method is accepted at JMLR. This work was done when I was an undergraduate intern at SNU.
  • February 2024 I got a master’s degree!
  • November 2023: I am honored to be selected as a top reviewer in NeurIPS 2023.
  • September 2023: I am honored to be selected as Siebel Scholars Recipient.
  • September 2023: Papers on Markov Network Games and H-duality are accepted at NeurIPS 2023.
  • September 2022: Paper on a Loss function perspective of mixed sample data augmentation accepted at NeurIPS 2022. This work was done when I was an intern at NAVER AI Lab. I got NeurIPS travel awards!
  • September 2022: I started my PhD at MIT! I also got a Xianhong Wu Fellowship from MIT.

Contact

Email: cpark97[at]mit.edu