LongLive: Real-time Interactive Long Video Generation

International Conference on Learning Representations (ICLR), 2026

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

International Conference on Learning Representations (ICLR), 2026

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

International Conference on Learning Representations (ICLR), 2026

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.

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Code of Long-RL: Scaling RL to Long Sequences

Conference on Neural Information Processing Systems (NeurIPS), 2025

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

arXiv preprint

Shuai Yang, Yuying Ge, Yang Li, Yukang Chen, Yixiao Ge, Ying Shan, Yingcong Chen.

Huggingface Daily Paper

Paper Model Data Code

Defect Spectrum: A Granular Look of Large-Scale Defect Datasets with Rich Semantics

European Conference on Computer Vision (ECCV), 2024

Shuai Yang*, Zhifei Chen*, Pengguang Chen, Xi Fang, Shu Liu, Yingcong Chen.

Paper Page Data Code

Low-Rank Approximation for Sparse Attention in Multi-Modal LLMs

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024

Lin Song, Yukang Chen, Shuai Yang, Xiaohan Ding, Yixiao Ge, Yingcong Chen, Ying Shan.

Denoising Diffusion Step-aware Models

International Conference on Learning Representations (ICLR) 2024

Shuai Yang, Yukang Chen, Luozhou Wang, Shu Liu, Yingcong Chen.

Paper Code

Not All Steps are Created Equal: Selective Diffusion Distillation for Image Manipulation

IEEE/CVF International Conference on Computer Vision (ICCV), 2023

Luozhou Wang*, Shuai Yang*, Shu Liu, Yingcong Chen

Paper Code