publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2026

  1. EMNLP 2026 (Main)
    Group Adaptive Clipping Policy Optimization
    Sheng Jia, Xiao Wang, Shiva Kasiviswanathan, and Rein Houthooft
    In Conference on Empirical Methods in Natural Language Processing (EMNLP), Main Conference, 2026 (15.4% acceptance)
    Camera-ready & code in preparation
    HTML
  2. Tech Report
    The MiniMax-M2 Series: Mini Activations Unleashing Max Real-World Intelligence
    MiniMax et al. (incl. Sheng Jia)
    2026
    arXiv HTML
  3. ICLR 2026
    Training Large Language Models to Reason in Parallel with Global Forking Tokens
    Sheng Jia, Xiao Wang, and Shiva Kasiviswanathan
    In International Conference on Learning Representations (ICLR), 2026
    arXiv Code

2021

  1. ICML 2021
    Efficient Statistical Tests: A Neural Tangent Kernel Approach
    Sheng Jia, Ehsan Nezhadarya, Yuhuai Wu, and Jimmy Ba
    In International Conference on Machine Learning (ICML), 2021
    HTML Code

2019

  1. ICLR 2019
    DOM-Q-NET: Grounded Reinforcement Learning on Structured Language
    Sheng Jia, Jamie Kiros, and Jimmy Ba
    In International Conference on Learning Representations (ICLR), 2019
    arXiv Code