Shuai Yang

LongLive: Real-time Interactive Long Video Generation
arXiv preprint, 2025
Shuai Yang, Wei Huang, Ruihang Chu, Yicheng Xiao, Yuyang Zhao, Xianbang Wang, Muyang Li, Enze Xie, Yingcong Chen, Yao Lu, Song Han, Yukang Chen.

Huggingface Daily Paper Top1, Huggingface Weekly Paper Top2, Huggingface Monthly Paper Top8
[Paper] [Page] [Model] [Code]

QeRL: Beyond Efficiency -- Quantization-enhanced Reinforcement Learning for LLMs
arXiv preprint, 2025
Wei Huang, Yi Ge, Shuai Yang, Yicheng Xiao, Huizi Mao, Yujun Lin, Hanrong Ye, Sifei Liu, Ka Chun Cheung, Hongxu Yin, Yao Lu, Xiaojuan Qi, Song Han, Yukang Chen
[Paper] [Code]

SANA-Video: Efficient Video Generation with Block Linear Diffusion Transformer
arXiv preprint, 2025
Junsong Chen, Yuyang Zhao, Jincheng Yu, Ruihang Chu, Junyu Chen, Shuai Yang, Xianbang Wang, Yicheng Pan, Daquan Zhou, Huan Ling, Haozhe Liu, Hongwei Yi, Hao Zhang, Muyang Li, Yukang Chen, Han Cai, Sanja Fidler, Ping Luo, Song Han, Enze Xie.
[Paper] [Page] [Code]

Code of Long-RL: Scaling RL to Long Sequences
The third most code contributor for Long-RL Repo.
Yukang Chen, Wei Huang, Shuai Yang, Qinghao Hu, Baifeng Shi, Hanrong Ye, Ligeng Zhu.
[Code]

SEED-Story: Multimodal Long Story Generation with Large Language Model
Shuai Yang, Yuying Ge, Yang Li, Yukang Chen, Yixiao Ge, Ying Shan, Yingcong Chen.

International Conference on Computer Vision HiGen Workshop, 2025
ICCVW, Oral
Huggingface Daily Paper
[Paper] [Model] [Data] [Code]

Defect Spectrum: A Granular Look of Large-Scale Defect Datasets with Rich Semantics
Shuai Yang*, Zhifei Chen*, Pengguang Chen, Xi Fang, Shu Liu, Yingcong Chen.

European Conference on Computer Vision (ECCV), 2024.
[Paper] [Page] [Data] [Code]

Low-Rank Approximation for Sparse Attention in Multi-Modal LLMs
Lin Song, Yukang Chen, Shuai Yang, Xiaohan Ding, Yixiao Ge, Yingcong Chen, Ying Shan.
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024.
[Paper]

Denoising Diffusion Step-aware Models
Shuai Yang, Yukang Chen, Luozhou Wang, Shu Liu, Yingcong Chen.

International Conference on Learning Representations (ICLR) 2024.
[Paper] [Code]

Not All Steps are Created Equal: Selective Diffusion Distillation for Image Manipulation
Luozhou Wang*, Shuai Yang*, Shu Liu, Yingcong Chen

IEEE/CVF International Conference on Computer Vision (ICCV), 2023
[Paper] [Code]