Yuxiang Cai is an assistant professor affiliated with School of Software Technology at Zhejiang University. He obtained the PhD degree in computer science and technology from Zhejiang University in 2023, supervised by Prof. Jianwei Yin. His research interests lie in Edge Intelligence and AI for Remote Sensing. In particular, he is actively working on intelligent interpretation of remote sensing image, transfer learning/unsupervised domain adaptation, distributed edge intelligence and space–air–ground integrated computing.
For students who are interested in joining our research group (Master/Intern), please contact me via caiyuxiang AT zju.edu.cn.
🔥 News
- 2024.07: 🎉 One paper is accepted by ACMMM 2024
- 2024.01: Join the School of Software Technology at Zhejiang University as an Assistant Professor
- 2023.11: 🎉 One Patent is granted by State Intellectual Property Office of China
- 2023.07: 🎉 One paper is accepted by ACMMM 2023
- 2023.05: 🎉 I was Invited to serve as a reviewer for TGRS
- 2023.02: 🎉 I was Invited to serve as a reviewer for NPL
- 2022.12: 🎉 One paper is accepted by TGRS 2023
- 2022.09: 🎉 I was Invited to serve as a reviewer for TJSC
- 2022.08: 🎉 One paper is accepted by TGRS 2022
📝 Publications
Yuxiang Cai, Yongheng Shang, Jianwei Yin*
- This work proposes a novel multistage, multisource and multitarget unsupervised domain adaptation network called MultiDAN for remotely sensed semantic segmentation.
Yuxiang Cai, Meng Xi*, Yongheng Shang, Jianwei Yin
- This work proposes a novel multi-source domain adaptation method for semantic segmentation to maximally exploit the high-correlation source domains and source pixels for target domain.
Yuxiang Cai, Yingchun Yang, Yongheng Shang, Zhengwei Shen, Jianwei Yin*
- This work proposes DASRSNet, a novel multitask domain adaptation network for cross-domain semantic segmentation of low-resolution remote sensing images.
IterDANet: Iterative Intra-domain Adaptation for Semantic Segmentation of Remote Sensing Images
Yuxiang Cai, Yingchun Yang, Yongheng Shang, Zhenqian Chen, Zhengwei Shen, Jianwei Yin*
- This work proposes IterDANet, an iterative intra-domain adaptation network for semantic segmentation of remote sensing images.
- Yuxiang Cai, Yongheng Shang, Jianwei Yin*. MultiDAN: Unsupervised, Multistage, Multisource and Multitarget Domain Adaptation for Semantic Segmentation of Remote Sensing Images. ACMMM 2024. [CCF-A]
- Yuxiang Cai, Meng Xi*, Yongheng Shang, Jianwei Yin. Exploring High-Correlation Source Domain Information for Multi-Source Domain Adaptation in Semantic Segmentation. ACMMM 2023. [CCF-A]
- Yuxiang Cai, Yingchun Yang, Yongheng Shang, Zhengwei Shen, Jianwei Yin*. DASRSNet: Multitask Domain Adaptation for Super-Resolution-Aided Semantic Segmentation of Remote Sensing Images. TGRS 2023. [CCF-B, IF=8.2]
- Yuxiang Cai, Yingchun Yang, Yongheng Shang, Zhenqian Chen, Zhengwei Shen, Jianwei Yin*. IterDANet: Iterative Intra-domain Adaptation for Semantic Segmentation of Remote Sensing Images. TGRS 2022. [CCF-B, IF=8.2]
- Yuxiang Cai, Yingchun Yang*, Qiyi Zheng, Zhengwei Shen, Yongheng Shang, Jianwei Yin, Zhongtian Shi. BiFDANet: Unsupervised Bidirectional Domain Adaptation for Semantic Segmentation of Remote Sensing Images. RS 2022. [IF=5.0]
- Zhenqian Chen, Yongheng Shang, Andre Python, Yuxiang Cai, Jianwei Yin*. DB-BlendMask: Decomposed Attention and Balanced BlendMask for Instance Segmentation of High-Resolution Remote Sensing Images. TGRS 2022. [CCF-B, IF=8.2]
* denotes Corresponding Author
📓 Patents
- CN, “Semantic segmentation method for cross-satellite remote sensing images based on unsupervised bidirectional domain adaptation and fusion”, ZL 2021 1 1017498.9.
📚 Professional Activities
- Reviewer for IEEE Transactions on Geoscience and Remote Sensing (TGRS).
- Reviewer for Neural Processing Letters (NPL), The Journal of SuperComputing (TJSC).
🎓 Education
- 2018.09 - 2023.12, Ph.D., Computer Science and Technology, Zhejiang University, Hangzhou.
- 2014.09 - 2018.06, B.E., Computer Science and Technology, Lanzhou University, Lanzhou.
💬 Contact
- caiyuxiang AT zju dot edu dot cn
- E307 Teaching Building, School of Software Technology, Zhejiang University, Ningbo, China.