publications

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

2026

  1. arXiv
    SimpleWAM.png
    What Makes World Action Models Generalize? An Empirical Study of Test-Time Future Modeling
    Renping Zhou*, Zanlin Ni*, Zihao Fan, Guohao Fu, Zeyu Liu, and 6 more authors
    2026
    arXiv Code Website
  2. arXiv
    MemoryvlaPP.png
    MemoryVLA++: Temporal Modeling via Memory and Imagination in Vision-Language-Action Models
    Hao Shi, Weiye Li, Bin Xie, Yulin Wang, Renping Zhou, and 4 more authors
    arXiv preprint arXiv:2606.09827, 2026
    arXiv Code Website

2025

  1. CVPR
    4DLangSplat.jpg
    4d langsplat: 4d language gaussian splatting via multimodal large language models
    Wanhua Li*, Renping Zhou*, Jiawei Zhou, Yingwei Song, Johannes Herter, and 3 more authors
    In 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025
    arXiv Code Website
  2. CVPR
    MMGCD.png
    Multimodal generalized category discovery
    Yuchang Su, Renping Zhou, Siyu Huang, Xingjian Li, Tianyang Wang, and 2 more authors
    In 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2025
    arXiv
  3. NeurIPS
    CoGRPO.png
    Co-grpo: Co-optimized group relative policy optimization for masked diffusion model
    Renping Zhou*, Zanlin Ni*, Tianyi Chen, Zeyu Liu, Yang Yue, and 4 more authors
    arXiv preprint arXiv:2512.22288, 2025
    arXiv Website
  4. TPAMI
    AdaGen.png
    Adagen: Learning adaptive policy for image synthesis
    Zanlin Ni, Yulin Wang, Yeguo Hua, Renping Zhou, Jiayi Guo, and 3 more authors
    IEEE Transactions on Pattern Analysis and Machine Intelligence, 2025
    arXiv Code

2024

  1. CVPR
    AutoNAT.png
    Revisiting Non-Autoregressive Transformers for Efficient Image Synthesis
    Zanlin Ni, Yulin Wang, Renping Zhou, Jiayi Guo, Jinyi Hu, and 4 more authors
    In 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024
    DOI arXiv Code
  2. ECCV
    AdaNAT.png
    Adanat: Exploring adaptive policy for token-based image generation
    Zanlin Ni, Yulin Wang, Renping Zhou, Rui Lu, Jiayi Guo, and 4 more authors
    In European Conference on Computer Vision, 2024
    arXiv Code
  3. NeurIPS
    ENAT.png
    ENAT: Rethinking Spatial-temporal Interactions in Token-based Image Synthesis
    Zanlin Ni, Yulin Wang, Renping Zhou, Yizeng Han, Jiayi Guo, and 3 more authors
    In Advances in Neural Information Processing Systems, 2024
    DOI arXiv Code