Chenyang Si

According to our database, Chenyang Si authored at least 60 papers between 2018 and 2026.

Collaborative distances:

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

2026

BFA++: Hierarchical Best-Feature-Aware Token Prune for Multi-View Vision Language Action Model.

Haosheng Li, Weixin Mao, Zihan Lan, Hongwei Xiong, Hongan Wang, Chenyang Si, Ziwei Liu, Xiaoming Deng, Hua Chen

IEEE Robotics Autom. Lett., May, 2026

TOBench: A Task-Oriented Omni-Modal Benchmark for Real-World Tool-Using Agents.

Zhiqiang Liu, Wenhui Dong, Yilang Tan, Yuwen Qu, Haochen Yin, Chenyang Si

CoRR, May, 2026

NGM: A Plug-and-Play Training-Free Memory Module for LLMs.

Yuwen Qu, Wenhui Dong, Chenyang Si, Caifeng Shan

CoRR, May, 2026

VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models.

Ziqi Huang, Fan Zhang, Xiaojie Xu, Yinan He, Jiashuo Yu, Ziyue Dong, Qianli Ma, Nattapol Chanpaisit, Chenyang Si, Yuming Jiang, Yaohui Wang, Xinyuan Chen, Ying-Cong Chen, Limin Wang, Dahua Lin, Yu Qiao, Ziwei Liu

IEEE Trans. Pattern Anal. Mach. Intell., March, 2026

One-to-More: High-Fidelity Training-Free Anomaly Generation with Attention Control.

Haoxiang Rao, Zhao Wang, Chenyang Si, Yan Lyu, Yuanyi Duan, Fang Zhao, Caifeng Shan

CoRR, March, 2026

NOVA: Sparse Control, Dense Synthesis for Pair-Free Video Editing.

Tianlin Pan, Jiayi Dai, Chenpu Yuan, Zhengyao Lv, Binxin Yang, Hubery Yin, Chen Li, Jing Lyu, Caifeng Shan, Chenyang Si

CoRR, March, 2026

One Size, Many Fits: Aligning Diverse Group-Wise Click Preferences in Large-Scale Advertising Image Generation.

Shuo Lu, Haohan Wang, Wei Feng, Weizhen Wang, Shen Zhang, Yaoyu Li, Ao Ma, Zheng Zhang, Jingjing Lv, Junjie Shen, Ching Law, Bing Zhan, Yuan Xu, Huizai Yao, Yongcan Yu, Chenyang Si, Jian Liang

CoRR, February, 2026

StableWorld: Towards Stable and Consistent Long Interactive Video Generation.

Ying Yang, Zhengyao Lv, Tianlin Pan, Haofan Wang, Binxin Yang, Hubery Yin, Chen Li, Ziwei Liu, Chenyang Si

CoRR, January, 2026

Ivy-Fake: A Unified Explainable Framework and Benchmark for Image and Video AIGC Detection.

Changjiang Jiang, Wenhui Dong, Zhonghao Zhang, Fengchang Yu, Wei Peng, Xinbin Yuan, Yifei Bi, Ming Zhao, Zian Zhou, Chenyang Si, Caifeng Shan

Proceedings of the 2026 International Conference on Multimedia Retrieval, 2026

2025

ProGuard: Towards Proactive Multimodal Safeguard.

Shaohan Yu, Lijun Li, Chenyang Si, Lu Sheng, Jing Shao

CoRR, December, 2025

LongVie 2: Multimodal Controllable Ultra-Long Video World Model.

Jianxiong Gao, Zhaoxi Chen, Xian Liu, Junhao Zhuang, Chengming Xu, Jianfeng Feng, Yu Qiao, Yanwei Fu, Chenyang Si, Ziwei Liu

CoRR, December, 2025

PosterCopilot: Toward Layout Reasoning and Controllable Editing for Professional Graphic Design.

Jiazhe Wei, Ken Li, Tianyu Lao, Haofan Wang, Liang Wang, Caifeng Shan, Chenyang Si

CoRR, December, 2025

DiverseAR: Boosting Diversity in Bitwise Autoregressive Image Generation.

Ying Yang, Zhengyao Lv, Tianlin Pan, Haofan Wang, Binxin Yang, Hubery Yin, Chen Li, Chenyang Si

CoRR, December, 2025

SafeRBench: A Comprehensive Benchmark for Safety Assessment in Large Reasoning Models.

Xin Gao, Shaohan Yu, Zerui Chen, Yueming Lyu, Weichen Yu, Guanghao Li, Jiyao Liu, Jianxiong Gao, Jian Liang, Ziwei Liu, Chenyang Si

CoRR, November, 2025

GOOD: Training-Free Guided Diffusion Sampling for Out-of-Distribution Detection.

Xin Gao, Jiyao Liu, Guanghao Li, Yueming Lyu, Jianxiong Gao, Weichen Yu, Ningsheng Xu, Liang Wang, Caifeng Shan, Ziwei Liu, Chenyang Si

CoRR, October, 2025

RealDPO: Real or Not Real, that is the Preference.

Guo Cheng, Danni Yang, Ziqi Huang, Jianlou Si, Chenyang Si, Ziwei Liu

CoRR, October, 2025

SpineBench: A Clinically Salient, Level-Aware Benchmark Powered by the SpineMed-450k Corpus.

Ming Zhao, Wenhui Dong, Yang Zhang, Xiang Zheng, Zhonghao Zhang, Zian Zhou, Yunzhi Guan, Liukun Xu, Wei Peng, Zhaoyang Gong, Zhicheng Zhang, Dachuan Li, Xiaosheng Ma, Yuli Ma, Jianing Ni, Changjiang Jiang, Lixia Tian, Qixin Chen, Kaishun Xia, Pingping Liu, Tongshun Zhang, Zhiqiang Liu, Zhongyan Bi, Chenyang Si, Tiansheng Sun, Caifeng Shan

CoRR, October, 2025

LongVie: Multimodal-Guided Controllable Ultra-Long Video Generation.

Jianxiong Gao, Zhaoxi Chen, Xian Liu, Jianfeng Feng, Chenyang Si, Yanwei Fu, Yu Qiao, Ziwei Liu

CoRR, August, 2025

DCM: Dual-Expert Consistency Model for Efficient and High-Quality Video Generation.

Zhengyao Lv, Chenyang Si, Tianlin Pan, Zhaoxi Chen, Kwan-Yee K. Wong, Yu Qiao, Ziwei Liu

CoRR, June, 2025

IVY-FAKE: A Unified Explainable Framework and Benchmark for Image and Video AIGC Detection.

Wayne Zhang, Changjiang Jiang, Zhonghao Zhang, Chenyang Si, Fengchang Yu, Wei Peng

CoRR, June, 2025

LaVie: High-Quality Video Generation with Cascaded Latent Diffusion Models.

Yaohui Wang, Xinyuan Chen, Xin Ma, Shangchen Zhou, Ziqi Huang, Yi Wang, Ceyuan Yang, Yinan He, Jiashuo Yu, Peiqing Yang, Yuwei Guo, Tianxing Wu, Chenyang Si, Yuming Jiang, Cunjian Chen, Chen Change Loy, Bo Dai, Dahua Lin, Yu Qiao, Ziwei Liu

Int. J. Comput. Vis., May, 2025

V-STaR: Benchmarking Video-LLMs on Video Spatio-Temporal Reasoning.

Zixu Cheng, Jian Hu, Ziquan Liu, Chenyang Si, Wei Li, Shaogang Gong

CoRR, March, 2025

Lumina-Video: Efficient and Flexible Video Generation with Multi-scale Next-DiT.

Dongyang Liu, Shicheng Li, Yutong Liu, Zhen Li, Kai Wang, Xinyue Li, Qi Qin, Yufei Liu, Yi Xin, Zhongyu Li, Bin Fu, Chenyang Si, Yuewen Cao, Conghui He, Ziwei Liu, Yu Qiao, Qibin Hou, Hongsheng Li, Peng Gao

CoRR, February, 2025

CoS: Chain-of-Shot Prompting for Long Video Understanding.

Jian Hu, Zixu Cheng, Chenyang Si, Wei Li, Shaogang Gong

CoRR, February, 2025

RepVideo: Rethinking Cross-Layer Representation for Video Generation.

Chenyang Si, Weichen Fan, Zhengyao Lv, Ziqi Huang, Yu Qiao, Ziwei Liu

CoRR, January, 2025

Vchitect-2.0: Parallel Transformer for Scaling Up Video Diffusion Models.

Weichen Fan, Chenyang Si, Junhao Song, Zhenyu Yang, Yinan He, Long Zhuo, Ziqi Huang, Ziyue Dong, Jingwen He, Dongwei Pan, Yi Wang, Yuming Jiang, Yaohui Wang, Peng Gao, Xinyuan Chen, Hengjie Li, Dahua Lin, Yu Qiao, Ziwei Liu

CoRR, January, 2025

Diffusion as Shader: 3D-aware Video Diffusion for Versatile Video Generation Control.

Zekai Gu, Rui Yan, Jiahao Lu, Peng Li, Zhiyang Dou, Chenyang Si, Zhen Dong, Qifeng Liu, Cheng Lin, Ziwei Liu, Wenping Wang, Yuan Liu

Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2025

FasterCache: Training-Free Video Diffusion Model Acceleration with High Quality.

Zhengyao Lv, Chenyang Si, Junhao Song, Zhenyu Yang, Yu Qiao, Ziwei Liu, Kwan-Yee K. Wong

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation.

Zhengyao Lv, Chenyang Si, Tianlin Pan, Zhaoxi Chen, Kwan-Yee K. Wong, Yu Qiao, Ziwei Liu

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Rethinking Cross-Modal Interaction in Multimodal Diffusion Transformers.

Zhengyao Lv, Tianlin Pan, Chenyang Si, Zhaoxi Chen, Wangmeng Zuo, Ziwei Liu, Kwan-Yee K. Wong

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

FreeMorph: Tuning-Free Generalized Image Morphing with Diffusion Model.

Yukang Cao, Chenyang Si, Jinghao Wang, Ziwei Liu

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

2024

MetaFormer Baselines for Vision.

Weihao Yu, Chenyang Si, Pan Zhou, Mi Luo, Yichen Zhou, Jiashi Feng, Shuicheng Yan, Xinchao Wang

IEEE Trans. Pattern Anal. Mach. Intell., February, 2024

Federated zero-shot learning with mid-level semantic knowledge transfer.

Shitong Sun, Chenyang Si, Guile Wu, Shaogang Gong

Pattern Recognit., 2024

VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models.

Ziqi Huang, Fan Zhang, Xiaojie Xu, Yinan He, Jiashuo Yu, Ziyue Dong, Qianli Ma, Nattapol Chanpaisit, Chenyang Si, Yuming Jiang, Yaohui Wang, Xinyuan Chen, Ying-Cong Chen, Limin Wang, Dahua Lin, Yu Qiao, Ziwei Liu

CoRR, 2024

Scaling Supervised Local Learning with Augmented Auxiliary Networks.

Chenxiang Ma, Jibin Wu, Chenyang Si, Kay Chen Tan

Proceedings of the Twelfth International Conference on Learning Representations, 2024

FreeInit: Bridging Initialization Gap in Video Diffusion Models.

Tianxing Wu, Chenyang Si, Yuming Jiang, Ziqi Huang, Ziwei Liu

Proceedings of the Computer Vision - ECCV 2024, 2024

HPFF: Hierarchical Locally Supervised Learning with Patch Feature Fusion.

Junhao Su, Chenghao He, Feiyu Zhu, Xiaojie Xu, Dongzhi Guan, Chenyang Si

Proceedings of the Computer Vision - ECCV 2024, 2024

Momentum Auxiliary Network for Supervised Local Learning.

Junhao Su, Changpeng Cai, Feiyu Zhu, Chenghao He, Xiaojie Xu, Dongzhi Guan, Chenyang Si

Proceedings of the Computer Vision - ECCV 2024, 2024

Towards Language-Driven Video Inpainting via Multimodal Large Language Models.

Jianzong Wu, Xiangtai Li, Chenyang Si, Shangchen Zhou, Jingkang Yang, Jiangning Zhang, Yining Li, Kai Chen, Yunhai Tong, Ziwei Liu, Chen Change Loy

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

FreeU: Free Lunch in Diffusion U-Net.

Chenyang Si, Ziqi Huang, Yuming Jiang, Ziwei Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

VBench: Comprehensive Benchmark Suite for Video Generative Models.

Ziqi Huang, Yinan He, Jiashuo Yu, Fan Zhang, Chenyang Si, Yuming Jiang, Yuanhan Zhang, Tianxing Wu, Qingyang Jin, Nattapol Chanpaisit, Yaohui Wang, Xinyuan Chen, Limin Wang, Dahua Lin, Yu Qiao, Ziwei Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

VideoBooth: Diffusion-based Video Generation with Image Prompts.

Yuming Jiang, Tianxing Wu, Shuai Yang, Chenyang Si, Dahua Lin, Yu Qiao, Chen Change Loy, Ziwei Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Semantic Prompt for Few-Shot Image Recognition.

Wentao Chen, Chenyang Si, Zhang Zhang, Liang Wang, Zilei Wang, Tieniu Tan

CoRR, 2023

Frequency-Enhanced Data Augmentation for Vision-and-Language Navigation.

Keji He, Chenyang Si, Zhihe Lu, Yan Huang, Liang Wang, Xinchao Wang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

FSAR: Federated Skeleton-based Action Recognition with Adaptive Topology Structure and Knowledge Distillation.

Jingwen Guo, Hong Liu, Shitong Sun, Tianyu Guo, Min Zhang, Chenyang Si

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Contrast-Reconstruction Representation Learning for Self-Supervised Skeleton-Based Action Recognition.

Peng Wang, Jun Wen, Chenyang Si, Yuntao Qian, Liang Wang

IEEE Trans. Image Process., 2022

Mugs: A Multi-Granular Self-Supervised Learning Framework.

Pan Zhou, Yichen Zhou, Chenyang Si, Weihao Yu, Teck Khim Ng, Shuicheng Yan

CoRR, 2022

Inception Transformer.

Chenyang Si, Weihao Yu, Pan Zhou, Yichen Zhou, Xinchao Wang, Shuicheng Yan

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

MetaFormer is Actually What You Need for Vision.

Weihao Yu, Mi Luo, Pan Zhou, Chenyang Si, Yichen Zhou, Xinchao Wang, Jiashi Feng, Shuicheng Yan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Generalizable Person Re-identification via Self-Supervised Batch Norm Test-Time Adaption.

Ke Han, Chenyang Si, Yan Huang, Liang Wang, Tieniu Tan

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Few-Shot Learning with Part Discovery and Augmentation from Unlabeled Images.

Wentao Chen, Chenyang Si, Wei Wang, Liang Wang, Zilei Wang, Tieniu Tan

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

2020

Skeleton-based action recognition with hierarchical spatial reasoning and temporal stack learning network.

Chenyang Si, Ya Jing, Wei Wang, Liang Wang, Tieniu Tan

Pattern Recognit., 2020

Adversarial Self-supervised Learning for Semi-supervised 3D Action Recognition.

Chenyang Si, Xuecheng Nie, Wei Wang, Liang Wang, Tieniu Tan, Jiashi Feng

Proceedings of the Computer Vision - ECCV 2020, 2020

Pose-Guided Multi-Granularity Attention Network for Text-Based Person Search.

Ya Jing, Chenyang Si, Junbo Wang, Wei Wang, Liang Wang, Tieniu Tan

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Progressive Cluster Purification for Transductive Few-shot Learning.

Chenyang Si, Wentao Chen, Wei Wang, Liang Wang, Tieniu Tan

CoRR, 2019

An Attention Enhanced Graph Convolutional LSTM Network for Skeleton-Based Action Recognition.

Chenyang Si, Wentao Chen, Wei Wang, Liang Wang, Tieniu Tan

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Cascade Attention Network for Person Search: Both Image and Text-Image Similarity Selection.

Ya Jing, Chenyang Si, Junbo Wang, Wei Wang, Liang Wang, Tieniu Tan

CoRR, 2018

Pose-Based Two-Stream Relational Networks for Action Recognition in Videos.

Wei Wang, Jinjin Zhang, Chenyang Si, Liang Wang

CoRR, 2018

Skeleton-Based Action Recognition with Spatial Reasoning and Temporal Stack Learning.

Chenyang Si, Ya Jing, Wei Wang, Liang Wang, Tieniu Tan

Proceedings of the Computer Vision - ECCV 2018, 2018

Multistage Adversarial Losses for Pose-Based Human Image Synthesis.

Chenyang Si, Wei Wang, Liang Wang, Tieniu Tan

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018