Research Interests

Publications

TAAT: Think and Act from Arbitrary Texts

Runqi Wang*, Caoyuan Ma*, Guopeng Li*, Zheng Wang
International Conference on Computer Vision (ICCV), 2025

Subjective Camera: Bridging Human Cognition and Visual Reconstruction through Sequence-Aware Sketch-Guided Diffusion

Haoyang Chen*, Dongfang Sun*, Caoyuan Ma*, Shiqin Wang, Kewei Zhang, Zheng Wang, Zhixiang Wang
International Conference on Computer Vision (ICCV), 2025

Leader and Follower: Interactive Motion Generation under Trajectory Constraints

Runqi Wang*, Caoyuan Ma*, Jian Zhao, Hanrui Xu, Dongfang Sun, Haoyang Chen, Lin Xiong, Zheng Wang, Xuelong Li
ACM International Conference on Multimedia (ACM MM), 2024

Behave Your Motion: Habit-preserved Cross-category Animal Motion Transfer

Zhimin Zhang*, Bi'an Du*, Caoyuan Ma, Zheng Wang, Wei Hu
ACM International Conference on Multimedia (ACM MM), 2025

Causal deciphering and inpainting in spatio-temporal dynamics via diffusion model

Yifan Duan, Jian Zhao, Junyuan Mao, Hao Wu, Jingyu Xu, Caoyuan Ma, Kai Wang, Kun Wang, Xuelong Li
Neural Information Processing Systems (NeurIPS), 2024

HumanNeRF-SE: A Simple yet Effective Approach to Animate HumanNeRF with Diverse Poses

Caoyuan Ma, Yu-Lun Liu, Zhixiang Wang, Wu Liu, Xinchen Liu, Zheng Wang
Computer Vision and Pattern Recognition (CVPR), 2024

Improving Stack Overflow question title generation with copying enhanced CodeBERT model and bi-modal information

Fengji Zhang, Xiao Yu, Jacky Keung, Fuyang Li, Zhiwen Xie, Zhen Yang, Caoyuan Ma, Zhimin Zhang
Information and Software Technology, 2022