Si, Chenyang

25 publications

ICLR 2026 SpineBench: A Clinically Salient, Level-Aware Benchmark Powered by the SpineMed-450k Corpus Ming Zhao, Wenhui Dong, Yang Zhang, XiangZheng, 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, Chen Qixin, Xia Kaishun, Pingping Liu, Tongshun Zhang, ZhiqiangLiu, Zhongan Bi, Chenyang Si, Tiansheng Sun, Caifeng Shan

ICCV 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

ICLR 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

ICCV 2025 FreeMorph: Tuning-Free Generalized Image Morphing with Diffusion Model Yukang Cao, Chenyang Si, Jinghao Wang, Ziwei Liu

NeurIPS 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

ICCV 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

ECCV 2024 FreeInit: Bridging Initialization Gap in Video Diffusion Models Tianxing Wu, Chenyang Si, Yuming Jiang, Ziqi Huang, Ziwei Liu

CVPR 2024 FreeU: Free Lunch in Diffusion U-Net Chenyang Si, Ziqi Huang, Yuming Jiang, Ziwei Liu

ECCV 2024 HPFF: Hierarchical Locally Supervised Learning with Patch Feature Fusion Junhao Su, Chenghao He, Feiyu Zhu, Xiaojie Xu, Dongzhi Guan, Chenyang Si

ECCV 2024 Momentum Auxiliary Network for Supervised Local Learning Junhao Su, Changpeng Cai, Feiyu Zhu, Chenghao He, Xiaojie Xu, Dongzhi Guan, Chenyang Si

ICLR 2024 Scaling Supervised Local Learning with Augmented Auxiliary Networks Chenxiang Ma, Jibin Wu, Chenyang Si, Kc Tan

CVPR 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

CVPR 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

CVPR 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

ICCV 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

NeurIPS 2023 Frequency-Enhanced Data Augmentation for Vision-and-Language Navigation Keji He, Chenyang Si, Zhihe Lu, Yan Huang, Liang Wang, Xinchao Wang

AAAI 2022 Generalizable Person Re-Identification via Self-Supervised Batch Norm Test-Time Adaption Ke Han, Chenyang Si, Yan Huang, Liang Wang, Tieniu Tan

NeurIPS 2022 Inception Transformer Chenyang Si, Weihao Yu, Pan Zhou, Yichen Zhou, Xinchao Wang, Shuicheng Yan

CVPR 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

IJCAI 2021 Few-Shot Learning with Part Discovery and Augmentation from Unlabeled Images Wentao Chen, Chenyang Si, Wei Wang, Liang Wang, Zilei Wang, Tieniu Tan

ECCV 2020 Adversarial Self-Supervised Learning for Semi-Supervised 3D Action Recognition Chenyang Si, Xuecheng Nie, Wei Wang, Liang Wang, Tieniu Tan, Jiashi Feng

AAAI 2020 Pose-Guided Multi-Granularity Attention Network for Text-Based Person Search Ya Jing, Chenyang Si, Junbo Wang, Wei Wang, Liang Wang, Tieniu Tan

CVPR 2019 An Attention Enhanced Graph Convolutional LSTM Network for Skeleton-Based Action Recognition Chenyang Si, Wentao Chen, Wei Wang, Liang Wang, Tieniu Tan

CVPR 2018 Multistage Adversarial Losses for Pose-Based Human Image Synthesis Chenyang Si, Wei Wang, Liang Wang, Tieniu Tan

ECCV 2018 Skeleton-Based Action Recognition with Spatial Reasoning and Temporal Stack Learning Chenyang Si, Ya Jing, Wei Wang, Liang Wang, Tieniu Tan