Publications

Research on efficient foundation models and multimodal reasoning.

Selected Papers

  • SparseSSM overview
    SparseSSM: Efficient Selective Structured State Space Models Can Be Pruned in One-Shot
    Kaiwen Tuo, Huan Wang
    International Conference on Machine Learning (ICML), 2026
    arXiv Code Project
  • RewardMap overview
    RewardMap: Tackling Sparse Rewards in Fine-grained Visual Reasoning via Multi-Stage Reinforcement Learning
    Sicheng Feng*, Kaiwen Tuo*, Song Wang, Lingdong Kong, Jianke Zhu, Huan Wang
    International Conference on Learning Representations (ICLR), 2026
    arXiv Code Project 机器之心