Shenghai Yuan

According to our database, Shenghai Yuan authored at least 22 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Helios: Real Real-Time Long Video Generation Model.

Shenghai Yuan, Yuanyang Yin, Zongjian Li, Xinwei Huang, Xiao Yang, Li Yuan

CoRR, March, 2026

Focal Guidance: Unlocking Controllability from Semantic-Weak Layers in Video Diffusion Models.

Yuanyang Yin, Yufan Deng, Shenghai Yuan, Kaipeng Zhang, Xiao Yang, Feng Zhao

CoRR, January, 2026

2025

Uniworld-V2: Reinforce Image Editing with Diffusion Negative-aware Finetuning and MLLM Implicit Feedback.

Zongjian Li, Zheyuan Liu, Qihui Zhang, Bin Lin, Feize Wu, Shenghai Yuan, Zhiyuan Yan, Yang Ye, Wangbo Yu, Yuwei Niu, Shaodong Wang, Xinhua Cheng, Li Yuan

CoRR, October, 2025

MagicTime: Time-Lapse Video Generation Models as Metamorphic Simulators.

Shenghai Yuan, Jinfa Huang, Yujun Shi, Yongqi Xu, Ruijie Zhu, Bin Lin, Xinhua Cheng, Li Yuan, Jiebo Luo

IEEE Trans. Pattern Anal. Mach. Intell., September, 2025

FlashI2V: Fourier-Guided Latent Shifting Prevents Conditional Image Leakage in Image-to-Video Generation.

Yunyang Ge, Xinhua Cheng, ChengShu Zhao, Xianyi He, Shenghai Yuan, Bin Lin, Bin Zhu, Li Yuan

CoRR, September, 2025

UniWorld-V1: High-Resolution Semantic Encoders for Unified Visual Understanding and Generation.

Bin Lin, Zongjian Li, Xinhua Cheng, Yuwei Niu, Yang Ye, Xianyi He, Shenghai Yuan, Wangbo Yu, Shaodong Wang, Yunyang Ge, Yatian Pang, Li Yuan

CoRR, June, 2025

MAGREF: Masked Guidance for Any-Reference Video Generation.

Yufan Deng, Xun Guo, Yuanyang Yin, Jacob Zhiyuan Fang, Yiding Yang, Yizhi Wang, Shenghai Yuan, Angtian Wang, Bo Liu, Haibin Huang, Chongyang Ma

CoRR, May, 2025

Sci-Fi: Symmetric Constraint for Frame Inbetweening.

Liuhan Chen, Xiaodong Cun, Xiaoyu Li, Xianyi He, Shenghai Yuan, Jie Chen, Ying Shan, Li Yuan

CoRR, May, 2025

OpenS2V-Nexus: A Detailed Benchmark and Million-Scale Dataset for Subject-to-Video Generation.

Shenghai Yuan, Xianyi He, Yufan Deng, Yang Ye, Jinfa Huang, Bin Lin, Jiebo Luo, Li Yuan

CoRR, May, 2025

GPT-ImgEval: A Comprehensive Benchmark for Diagnosing GPT4o in Image Generation.

Zhiyuan Yan, Junyan Ye, Weijia Li, Zilong Huang, Shenghai Yuan, Xiangyang He, Kaiqing Lin, Jun He, Conghui He, Li Yuan

CoRR, April, 2025

MagicComp: Training-free Dual-Phase Refinement for Compositional Video Generation.

Hongyu Zhang, Yufan Deng, Shenghai Yuan, Peng Jin, Zesen Cheng, Yian Zhao, Chang Liu, Jie Chen

CoRR, March, 2025

CINEMA: Coherent Multi-Subject Video Generation via MLLM-Based Guidance.

Yufan Deng, Xun Guo, Yizhi Wang, Jacob Zhiyuan Fang, Angtian Wang, Shenghai Yuan, Yiding Yang, Bo Liu, Haibin Huang, Chongyang Ma

CoRR, March, 2025

OpenS2V-Nexus: A Detailed Benchmark and Million-Scale Dataset for Subject-to-Video Generation.

Shenghai Yuan, Xianyi He, Yufan Deng, Yang Ye, Jinfa Huang, Bin Lin, Chongyang Ma, Jiebo Luo, Li Yuan

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

ImgEdit: A Unified Image Editing Dataset and Benchmark.

Yang Ye, Xianyi He, Zongjian Li, Bin Lin, Shenghai Yuan, Zhiyuan Yan, Bohan Hou, Li Yuan

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

OD-VAE: An Omni-dimensional Video Compressor for Improving Latent Video Diffusion Model.

Liuhan Chen, Zongjian Li, Bin Lin, Bin Zhu, Qian Wang, Shenghai Yuan, Xing Zhou, Xinhua Cheng, Li Yuan

Proceedings of the IEEE International Conference on Multimedia and Expo, 2025

Identity-Preserving Text-to-Video Generation by Frequency Decomposition.

Shenghai Yuan, Jinfa Huang, Xianyi He, Yunyang Ge, Yujun Shi, Liuhan Chen, Jiebo Luo, Li Yuan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

WF-VAE: Enhancing Video VAE by Wavelet-Driven Energy Flow for Latent Video Diffusion Model.

Zongjian Li, Bin Lin, Yang Ye, Liuhan Chen, Xinhua Cheng, Shenghai Yuan, Li Yuan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

LHNetV2: A Balanced Low-Cost Hybrid Network for Single Image Dehazing.

Shenghai Yuan, Jijia Chen, Wenchao Jiang, Zhiming Zhao, Song Guo

IEEE Trans. Multim., 2024

Open-Sora Plan: Open-Source Large Video Generation Model.

Bin Lin, Yunyang Ge, Xinhua Cheng, Zongjian Li, Bin Zhu, Shaodong Wang, Xianyi He, Yang Ye, Shenghai Yuan, Liuhan Chen, Tanghui Jia, Junwu Zhang, Zhenyu Tang, Yatian Pang, Bin She, Cen Yan, Zhiheng Hu, Xiaoyi Dong, Lin Chen, Zhang Pan, Xing Zhou, Shaoling Dong, Yonghong Tian, Li Yuan

CoRR, 2024

Identity-Preserving Text-to-Video Generation by Frequency Decomposition.

Shenghai Yuan, Jinfa Huang, Xianyi He, Yunyuan Ge, Yujun Shi, Liuhan Chen, Jiebo Luo, Li Yuan

CoRR, 2024

ChronoMagic-Bench: A Benchmark for Metamorphic Evaluation of Text-to-Time-lapse Video Generation.

Shenghai Yuan, Jinfa Huang, Yongqi Xu, Yaoyang Liu, Shaofeng Zhang, Yujun Shi, Ruijie Zhu, Xinhua Cheng, Jiebo Luo, Li Yuan

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

LHNet: A Low-cost Hybrid Network for Single Image Dehazing.

Shenghai Yuan, Jijia Chen, Jiaqi Li, Wenchao Jiang, Song Guo

Proceedings of the 31st ACM International Conference on Multimedia, 2023