发表论文

Preprint (2025)

Preprint SceneAdapt: Scene-aware Adaptation of Human Motion Diffusion. Jungbin Cho, Minsu Kim, Jisoo Kim, Ce Zheng, Laszlo A. Jeni, Ming-Hsuan Yang, Youngjae Yu, Seon Joo Kim. arXiv, 2025. [paper] [project page]

2026

CVPR 2026 OnlineHMR: Video-based Online World-Grounded Human Mesh Recovery. Yiwen Zhao, Ce Zheng (Project Lead), Yufu Wang, Hsueh-Han Daniel Yang, Liting Wen, Laszlo A. Jeni. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2026. [paper] [project page]
WACV 2026 Training-free Multi-view 4D Human Motion Reconstruction Virtual Reality. Yijie Li, Ce Zheng (Project Lead), Yijie He, Joel Julin, Ryosuke Ichikari, Satoki Ogiso, Satoshi Nakae, Akihiro Sato, Takeshi Kurata, Laszlo A. Jeni. IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2026. [paper] [project page]
AAAI 2026 MAVERIX: Multimodal Audio-Visual Evaluation Reasoning IndeX. Liuyue Xie*, George Z. Wei*, Avik Kuthiala*, Ce Zheng, Ananya Bal, Mosam Dabhi, Liting Wen, Taru Rustagi, Ethan Lai, Sushil Khyalia, Rohan Choudhury, Morteza Ziyadi, Xu Zhang, Hao Yang, Laszlo A. Jeni. The 40th Annual AAAI Conference on Artificial Intelligence (AAAI), 2026. [paper] [project page]

2025

ICCV Workshop (CV4A11y) 2025 SignLLM: Sign Languages Production Large Language Models. Sen Fang, Chen Chen, Lei Wang, Ce Zheng, Chunyu Sui, Yapeng Tian. ICCV Workshop (CV4A11y), 2025. [paper] [project page]
CVPR 2025 DiSRT-In-Bed: Diffusion-Based Sim-to-Real Transfer Framework for In-Bed Human Mesh Recovery. Jing Gao, Ce Zheng (Project Lead) , Laszlo A. Jeni, Zackory Erickson. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2025. [paper] [project page]
WACV 2025 DiffMesh: A Motion-aware Diffusion Framework for Human Mesh Recovery from Videos. Ce Zheng, Xianpeng Liu, Qucheng Peng, Tianfu Wu, Pu Wang, Chen Chen. IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2025. [paper] [project page]

2024

ACM MM 2024 Frequency Guidance Matters: Skeletal Action Recognition by Frequency-Aware Mixed Transformer. Wenhan Wu, Ce Zheng, Zihao Yang, Chen Chen, Srijan Das, Aidong Lu. ACM Multimedia (ACM MM), 2024. [paper] [project page]
DAC 2024 VITA: ViT Acceleration for Efficient 3D Human Mesh Recovery via Hardware-Algorithm Co-Design. Shilin Tian, Chase Szafranski, Ce Zheng, Fan Yao, Ahmed Louri, Chen Chen, Hao Zheng. Design Automation Conference (DAC), 2024. [paper]
CVPR 2024 A Dual-Augmentor Framework for Domain Generalization in 3D Human Pose Estimation. Qucheng Peng, Ce Zheng (Project Lead) , Chen Chen. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024. [paper] [code]
CVPR 2024 Multi-View Attentive Contextualization for Multi-View 3D Object Detection. Xianpeng Liu, Ce Zheng, Ming Qian, Nan Xue, Chen Chen, Zhebin Zhang, Chen Li, Tianfu Wu. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024. [paper] [Project page]

2023

NeurIPS 2023 A Single 2D Pose with Context is Worth Hundreds for 3D Human Pose Estimation. Qitao Zhao, Ce Zheng, Mengyuan Liu, Chen Chen. Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS), 2023. [paper] [project page]
ICCV 2023 Monocular 3D Object Detection with Bounding Box Denoising in 3D by Perceiver. Xianpeng Liu, Ce Zheng, Kelvin Cheng, Nan Xue, Guo-Jun Qi, Tianfu Wu. IEEE/CVF International Conference on Computer Vision (ICCV), 2023. [paper] [Code]
ICCV 2023 Source-free Domain Adaptive Human Pose Estimation. Qucheng Peng, Ce Zheng (Project Lead) , Chen Chen. IEEE/CVF International Conference on Computer Vision (ICCV), 2023. [paper] [Code]
ICCV Workshop 2023 POSTER: A Pyramid Cross-Fusion Transformer Network for Facial Expression Recognition. Ce Zheng, Matias Mendieta, Chen Chen. ICCV Workshop, 2023. [paper] [code]
CVPR 2023 POTTER: Pooling Attention Transformer for Efficient Human Mesh Recovery. Ce Zheng, Xianpeng Liu, Guo-Jun Qi, Chen Chen. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023. [paper] [project page]
CVPR 2023 FeatER: An Efficient Network for Human Reconstruction via Feature Map-Based TransformER. Ce Zheng, Matias Mendieta, Taojiannan Yang, Guo-Jun Qi, Chen Chen. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023. [paper] [project page]
CVPR 2023 PoseFormerV2: Exploring Frequency Domain for Efficient and Robust 3D Human Pose Estimation. Qitao Zhao, Ce Zheng, Mengyuan Liu, Pichao Wang, Chen Chen. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023. [paper] [project page]
IJCAI 2023 Part Aware Contrastive Learning for Self-Supervised Action Recognition. Yilei Hua, Wenhan Wu, Ce Zheng, Aidong Lu, Mengyuan Liu, Chen Chen, Shiqian Wu. The International Joint Conference on Artificial Intelligence (IJCAI), 2023. [paper] [code]
IROS 2023 LAMP: Leveraging Language Prompts for Multi-person Pose Estimation. Shengnan Hu, Ce Zheng, Zixiang Zhou, Chen Chen, Gita Sukthankar. The IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2023. [paper] [code]
ACM Computing Surveys 2023 Deep Learning-Based Human Pose Estimation: A Survey. Ce Zheng*, Wenhan Wu*, Chen Chen, Taojiannan Yang, Sijie Zhu, Ju Shen, Nasser Kehtarnavaz, Mubarak Shah. ACM Computing Surveys (IF=14.32), 2023. [paper] [Project page]

2022

ACM MM 2022 A Lightweight Graph Transformer Network for Human Mesh Reconstruction from 2D Human Pose. Ce Zheng, Matias Mendieta, Pu Wang, Aidong Lu, Chen Chen. ACM International Conference on Multimedia (ACM MM), 2022. [paper] [code]

2021

ICCV 2021 3D Human Pose Estimation with Spatial and Temporal Transformers. Ce Zheng, Sijie Zhu, Matias Mendieta, Taojiannan Yang, Chen Chen, Zhengming Ding. IEEE/CVF International Conference on Computer Vision (ICCV), 2021. [paper] [code]
TMM 2021 Exploiting Multi-view Part-wise Correlation via an Efficient Transformer for Vehicle Re-Identification. Ming Li, Jun Liu, Ce Zheng, Xinming Huang, Ziming Zhang. IEEE Transactions on Multimedia (TMM), 2021. [paper]

2020

ACM MM 2020 LodoNet: A Deep Neural Network with 2D Keypoint Matching for 3D LiDAR Odometry Estimation. Ce Zheng, Yecheng Lyu, Ming Li, Ziming Zhang. ACM International Conference on Multimedia (ACM MM), 2020. [paper]