Publications

Publications by categories in reversed chronological order.

2026

  1. SANA-Video: Efficient Video Generation with Block Linear Diffusion Transformer
    Junsong Chen*, Yuyang Zhao*, Jincheng Yu*, Ruihang Chu, and 16 more authors
    In ICLR 2026 Oral
  2. LongLive: Real-time Interactive Long Video Generation
    Shuai Yang, Wei Huang, Ruihang Chu, Yicheng Xiao, and 8 more authors
    In ICLR 2026
  3. StreamDiffusionV2: A Streaming System for Dynamic and Interactive Video Generation
    Tianrui Feng, Zhi Li, Shuo Yang, Haocheng Xi, and 10 more authors
    In MLSys 2026

2025

  1. Radial Attention: O(nlogn) Sparse Attention with Energy Decay for Long Video Generation
    Xingyang Li*, Muyang Li*, Tianle Cai, Haocheng Xi, and 10 more authors
    In NeurIPS 2025
  2. Sparse VideoGen2: Accelerate Video Generation with Sparse Attention via Semantic-Aware Permutation
    Shuo Yang*, Haocheng Xi*, Yilong Zhao, Muyang Li, and 10 more authors
    In NeurIPS 2025 Spotlight
  3. Frame Context Packing and Drift Prevention in Next-Frame-Prediction Video Diffusion Models
    Lvmin Zhang, Shengqu Cai, Muyang Li, Gordon Wetzstein, and 1 more author
    NeurIPS 2025 Spotlight
  4. Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity
    Haocheng Xi*, Shuo Yang*, Yilong Zhao, Chenfeng Xu, and 10 more authors
    In ICML 2025
  5. SANA 1.5: Efficient Scaling of Training-Time and Inference-Time Compute in Linear Diffusion Transformer
    Enze Xie*, Junsong Chen*, Yuyang Zhao, Jincheng Yu, and 10 more authors
    In ICML 2025
  6. STORM: Token-Efficient Long Video Understanding for Multimodal LLMs
    Jindong Jiang*, Xiuyu Li*, Zhijian Liu, Muyang Li, and 12 more authors
    In ICCV CLVL 2025
  7. SVDQuant: Absorbing Outliers by Low-Rank Components for 4-Bit Diffusion Models
    Muyang Li*, Yujun Lin*, Zhekai Zhang*, Tianle Cai, and 6 more authors
    In ICLR 2025 Spotlight
  8. Sana: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformer
    Enze Xie*, Junsong Chen*, Junyu Chen, Han Cai, and 7 more authors
    In ICLR 2025 Oral
  9. Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models
    Junyu Chen*, Han Cai*, Junsong Chen, Enze Xie, and 5 more authors
    In ICLR 2025

2024

  1. Condition-Aware Neural Network for Controlled Image Generation
    Han Cai, Muyang Li, Zhuoyang Zhang, Qinsheng Zhang, and 2 more authors
    In CVPR 2024
  2. DistriFusion: Distributed Parallel Inference for High-Resolution Diffusion Models
    Muyang Li*, Tianle Cai*, Jiaxin Cao, Qinsheng Zhang, and 6 more authors
    In CVPR 2024 Highlight

2022

  1. Efficient Spatially Sparse Inference for Conditional GANs and Diffusion Models
    Muyang Li, Ji Lin, Chenlin Meng, Stefano Ermon, and 2 more authors
    In T-PAMI & NeurIPS 2022
  2. Lite Pose: Efficient Architecture Design for 2d Human Pose Estimation
    Yihan Wang, Muyang Li, Han Cai, Wei-Ming Chen, and 1 more author
    In CVPR 2022

2020

  1. GAN Compression: Efficient Architectures for Interactive Conditional GANs
    Muyang Li, Ji Lin, Yaoyao Ding, Zhijian Liu, and 2 more authors
    In T-PAMI & CVPR 2020