Zhuo Wei, PhD, Assistant Professor and Master's Supervisor at Shenzhen University.
Email: weizhuo@szu.edu.cn
Dr. Zhuo Wei received his Bachelor's and Master's degrees from Xi'an Jiaotong University. He graduated from the Australian National University in 2018 with a PhD. He has studied and exchanged ideas at the University of Hong Kong and the CVLab at EPFL (École Polytechnique Fédérale de Lausanne), Switzerland. From 2018 to 2023, he worked at Tencent as a Senior Research Fellow in Computer Vision Applications. He has many years of research experience in computer vision and deep learning, with related findings published in several CCF-A level conferences such as CVPR, ICCV, and AAAI, and has obtained 4 invention patents. In addition, he serves as a reviewer for papers in several journals and conferences, including TIP, PR, TNNLS, TETCI, CVPR, ICCV, ECCV, NeurIPS, and AAAI. He is currently leading or conducting one National Natural Science Foundation of China (NSFC) Youth Project, one Guangdong Provincial Project, and one Shenzhen Municipal Project. He is also currently working on one industry-funded project.
Main research areas: few-shot learning, multimodal detection and segmentation algorithm research
Google Scholar: https://scholar.google.com.au/citations?user=Q-UjnzEAAAAJ&hl=en
Recruitment: We plan to recruit 2 graduate students this year. Students with research aspirations and a passion for computer vision research are welcome to contact us.
List of important achievements is as follows:
1. Jiongtong Hu, Wei Zhuo, Jun Cheng, YINGYING LIU, Wufeng Xue, Dong Ni. EchoONE: Segmenting Multiple Echocardiography Planes in One Model. CVPR 2025 (CCF-A)
2. Shuilian Yao, Yu Liu, Qi jia*, Sihong Chen, Wei Zhuo. As Pseudo-label Free As Possible: Leveraging Adaptive Feature Generation for Sparsely Annotated Object Detection. AAAI 2025 (CCF-A)
3. Qi Fan, Wei Zhuo*, Chi-Keung Tang, Yu-Wing Tai*, "FSODv2: A Deep Calibrated Few-Shot Object Detection Network". International Journal of Computer Vision (IJCV). 2024 Apr 4:1-20. Impact factor: 19.5 (2024) (CCF-A)
4.Wei Zhuo#, Yuan Wang#, Junliang Chen, Songhe Deng, Zhi Wang, Linlin Shen, Wenwu Zhu. Enhancing Unsupervised Semantic Segmentation Through Context-Aware Clustering.IEEE Transaction on Multimedia(2024). Impact Factor: 8.4
5.W He#, Y Zhang#∗, W Zhuo∗, L Shen, J Yang, S Deng, L Sun. "APSeg: Auto-Prompt Network for Cross-Domain Few-Shot Semantic Segmentation." Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024 (CCF-A conference)
6.Zejian Chen#, Wei Zhuo#, Tianfu Wang, Jun Cheng, Wufeng Xue, and Dong Ni. "Semi-Supervised Representation Learning for Segmentation on Medical Volumes and Sequences." IEEE Transactions on Medical Imaging(2023). Journal of the First District of the Chinese Academy of Sciences Impact Factor: 10.6
7.Songhe Deng, , Wei Zhuo, Jinheng Xie, and Linlin Shen. "QA-CLIMS: Question-Answer Cross Language Image Matching for Weakly Supervised Semantic Segmentation." InProceedings of the 31st ACM International Conference on Multimedia, pp. 5572-5583. 2023. (CCF-A Conference)
8.Lihe Yang, Wei Zhuo, Lei Qi, Yinghuan Shi, Yang Gao.. "ST++: Making Self-Training Work Better for Semi-supervised Semantic Segmentation", Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, pp. 4268-4277. (CCF-A conference)
9.Lihe Yang, Wei Zhuo*, Lei Qi, Yinghuan Shi*, Yang Gao. "Mining Latent Classes for Few-shot Segmentation." Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2021, pp. 8721-8730 (*Joint Communications, CCF-A conference, oral acceptance rate 3%)
10.HX Ran, Wei Zhuo, J Liu, L Lu. "Learning Inner-Group Relations on Point Clouds". Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2021, pp. 15477-15487 (CCF-A Class Conference)
11. Qi Fan#, Wei Zhuo#, CK Tang and Yuwing Tai. “Few-Shot Object Detection with Attention-RPN and Multi-Relation Detector.” Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020, pp. 4013-4022 (# Co-first author, CCF-A Class Conference, 700+ citations on Google Scholar, cited in multiple review articles)
12. Wei Zhuo, Mathieu Salzmann, Xuming He, and Miaomiao Liu. "3D Box Proposals from a Single Monocular Image of an Indoor Scene." Thirty-Second AAAI Conference on Artificial Intelligence. 2018, pp. 7639–7647. (CCF-A Class Conference)
13. Wei Zhuo, Mathieu Salzmann, Xuming He, and Miaomiao Liu. "Indoor Scene Parsing with Instance Segmentation, Semantic Labeling and Support Relationship Inference." Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2017, pp. 5429-5437 (CCF-A type conference)
14. Wei Zhuo, Mathieu Salzmann, Xuming He, and Miaomiao Liu. "Indoor scene structure analysis for single image depth estimation." Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015, pp. 614-622 (CCF-A type conference) (Cited 140 times by Google Scholar, cited in multiple review articles)
