1. Guide Your Agent with Adaptive Multimodal Rewards
    In Conference on Neural Information Processing Systems (NeurIPS), 2023
    Previously accepted to ICML 2023 Workshop on New Frontiers in Learning, Control, and Dynamical Systems
  2. Preference Transformer: Modeling Human Preferences using Transformers for RL
    In International Conference on Learning Representations (ICLR), 2023
    (*: equal contribution)


  1. Dynamics-Augmented Decision Transformer for Offline Dynamics Generalization
    Changyeon Kim*Junsu Kim*Younggyo SeoKimin LeeHonglak Lee, and Jinwoo Shin
    In Neural Information Processing Systems Workshop on Offline Reinforcement Learning, 2022
    (*: equal contribution)



  1. ArXiv
    Moi-mixer: Improving mlp-mixer with multi order interactions in sequential recommendation
    Hojoon Lee, Dongyoon Hwang, Sunghwan Hong,  Changyeon Kim, Seungryong Kim, and Jaegul Choo
    In ArXiv preprint, 2021


  1. CSCW
    Collecting the public perception of AI and robot rights
    Gabriel Lima,  Changyeon Kim, Seungho Ryu, Chihyung Jeon, and Meeyoung Cha
    Proceedings of the ACM on Human-Computer Interaction, 2020