SafeWork-R1: Coevolving Safety and Intelligence under the AI-45 Law
SAI Labs, Y Bao, etc. Caoyuan Ma
arXiv, 2025
Research
Research Interests
- Human-centric AIGC
- Generative Computational Photography
- Embodied AI
- Multimodal Large Language Models
- AGI
Publications
SafeCap: Improving LVLM Safety with Image Captioning Reinforcement Learning
Caoyuan Ma, Liuwenpu, Weichu Xie, Tian Gu, Shilei Zhao, Lingxi Min, Shuai Dong, Yuqi Xu, Ji Zhao, Ziyue Wang, Wenzheng Chang, Taiqiang Wu, Yongfu Zhu, Wenqi Shao, Yinqiang Zheng
arXiv, 2026
SafeRI: Recognition and Intervention for Token-Level Safety Intervention in Large Vision Language Models
Caoyuan Ma*, Tian Gu*, Liuwenpu, Weichu Xie, Shuai Dong, Yuqi Xu, Ji Zhao, Ziyue Wang, Wenzheng Chang, Taiqiang Wu, Yongfu Zhu, Wenqi Shao, Zheng Wang, Yinqiang Zheng
arXiv, 2026
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