Minwoo (Josh) Kang


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I work on LLM post-training at Mistral. Previously, I received my Ph.D. in Computer Science at UC Berkeley and Berkeley AI Research (BAIR), advised by John Canny and John Wawrzynek.

My academic research has focused on various topics in language modeling, NLP, and beyond:

  • User Simulation via Language Models
  • Conversational and Collaborative AI Agents
  • Agentic AI for digital hardware design, optimization, and verification


For contact, please reach out to:
mkang at cs dot {my grad school institution} dot edu

news

Oct 06, 2026 Mistral Large 4 is now available in public preview!
Sep 29, 2025 :airplane: I will be attending COLM 2025 to present our work “Deep Binding of Language Model Virtual Personas: a Study on Approximating Political Partisan Misperceptions”!

I’m also co-organizing PragLM 2025 Workshop (October 10th) co-located at COLM! Looking forward to amazing meetings and the workshop!
Feb 28, 2025 Check out our new preprint “Language Model Fine-Tuning on Scaled Survey Data for Predicting Distributions of Public Opinions”! Link to X thread → :thread:.
Nov 08, 2024 :airplane: I will be attending EMNLP 2024 to present our work “Virtual Personas for Language Models via an Anthology of Backstories”. Looking forward to presenting our poster!

selected publications

  1. Pretrained Persona Mixture Models and Tandem Models for Human Simulation
    Minwoo Kang ,  Téa Wright ,  Seun Eisape ,  Ayush Raj ,  Suhong Moon , and 4 more authors
    arXiv preprint, 2026
  2. Quantifying the Utility of User Simulators for Building Collaborative LLM Assistants
    Joseph Suh ,  Ayush Raj ,  Minwoo Kang , and  Serina Chang
    arXiv preprint, 2026
  3. Building Interactive Real-Time Agents with Asynchronous I/O and Speculative Tool Calling
    Coleman Hooper ,  Minwoo Kang ,  Suhong Moon ,  Nicholas Lee ,  Eric Wen , and 5 more authors
    arXiv preprint, 2026
  4. Identity, Cooperation and Framing Effects within Groups of Real and Simulated Humans
    Suhong Moon* ,  Minwoo Kang* ,  Joseph Suh ,  Mustafa Safdari , and  John Canny
    arXiv preprint, 2026
  5. Deep Binding of Language Model Virtual Personas: a Study on Approximating Political Partisan Misperceptions
    Minwoo Kang* ,  Suhong Moon* ,  Seung Hyeong Lee ,  Ayush Raj ,  Joseph Suh , and 1 more author
    In Second Conference on Language Modeling (COLM), 2025
  6. Virtual Personas for Language Models via an Anthology of Backstories
    Suhong Moon* ,  Marwa Abdulhai* ,  Minwoo Kang* ,  Joseph Suh ,  Widyadewi Soedarmadji , and 3 more authors
    In 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024