教授
计算机视觉研究所
TEL:8693-3525
Email:hswu@szu.edu.cn
吴惠思, 教授/博士生导师,IEEE Senior Member, ACM/CCF Member,深圳市“孔雀计划”海外高层次人才(B类),长期专注于人工智能、深度学习、计算机视觉、机器学习、医学成像与智能诊断建模、计算机图形学和图像处理方面研究。迄今已在《IEEE Transactions on Medical Imaging》、《Medical Image Analysis》、《ACM Transactions on Graphics》、《IEEE Transactions on Multimedia》、《IEEE Transactions on Cybernetics》、《Physics in Medicine and Biology》、《Medical Engineering & Physics》、SIGGRAPH Asia、CVPR、ICCV、AAAI、MICCAI等国际顶级期刊及国际知名会议上发表SCI/EI论文70余篇。担任TMI, MedIA, CVPR, ICCV, ECCV, MICCAI, SIGGRAPH等多个顶尖国际期刊的审稿人, 担任CCF-A类人工智能顶级会议AAAI2022-23和IJCAI2022的PC Member。曾获2009年国家教育部科技进步二等奖(排名第7),2017年深圳市自然科学奖二等奖(排名第4)。曾获第8届智能系统与知识工程国际会议(ISKE2013)最佳论文奖。主持国家自然科学基金、广东省自然科学基金、深圳市基础研究、腾讯“犀牛鸟”技术创新项目等研究课题20余项。
教育经历:
2007.08-2011.05 香港中文大学 计算机科学与工程系 博士
2004.09-2007.07 西安交通大学 计算机科学与技术系 硕士
2000.09-2004.07 西安交通大学 计算机科学与技术系 学士
2024年招收人工智能、深度学习、计算机视觉、机器学习、医学成像与智能诊断建模、计算机图形学和图像处理方向博士和硕士研究生(优秀毕业生均已被腾讯、华为、字节跳动、迈瑞医疗、海康威视等著名高新企业录用或被美国、香港、内地985等知名院校录取为博士研究生),欢迎2024级博士和硕士新生发邮件联系: hswu@szu.edu.cn
代表性论文:
1. Huisi Wu, Canfeng Lin, Jiasheng Liu, Youyi Song, Zhenkun Wen, Jing Qin, Feature Masking on Non-overlapping Regions for Detecting Dense Cells in Blood Smear Image, IEEE Transactions on Medical Imaging, 2023, 42 (6): 1668-1680. (SCI/EI, JCR 1区, IF: 11.037, 智能医疗领域顶级期刊).
2. Huisi Wu, Xiaoting Huang, Xinrong Guo, Zhenkun Wen, Jing Qin, Cross-Image Dependency Modeling for Breast Ultrasound Segmentation, IEEE Transactions on Medical Imaging, 2023, 42 (6): 1619-1631. (SCI/EI, JCR 1区, IF: 11.037, 智能医疗领域顶级期刊).
3. Huisi Wu, Junquan Pan, Zhuoying Li, Zhenkun Wen, Jing Qin, Automated Skin Lesion Segmentation via an Adaptive Dual Attention Module, IEEE Transactions on Medical Imaging, 2021, 40 (1): 357-370. (SCI/EI, JCR 1区, IF: 11.037, 智能医疗领域顶级期刊).
4. Huisi Wu, Shihuai Chen, Guilian Chen, Wei Wang, Baiying Lei, Zhenkun Wen, FAT-Net: Feature Adaptive Transformers for Automated Skin Lesion Segmentation, Medical Image Analysis, 2022, 76:102327. (SCI/EI, JCR 1区, IF: 13.828, 智能医疗领域顶级期刊).
5. Huisi Wu, Jiasheng Liu, Fangyan Xiao, Zhenkun Wen, Lan Cheng, Jing Qin, Semi-supervised Segmentation of Echocardiography Videos via Noise-resilient Spatiotemporal Semantic Calibration and Fusion, Medical Image Analysis, 2022, 78:102397. (SCI/EI, JCR 1区, IF: 13.828, 智能医疗领域顶级期刊).
6. Huisi Wu, Zhaoze Wang, Youyi Song, Lin Yang, Jing Qin, Cross-patch Dense Contrastive Learning for Semi-supervised Segmentation of Cellular Nuclei in Histopathologic Images, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2022), 2022. (计算机视觉顶级会议,CCF-A类会议).
7. Huisi Wu, Guilian Chen, Zhenkun Wen, Jing Qin, Collaborative and Adversarial Learning of Focused and Dispersive Representations for Semi-supervised Polyp Segmentation, IEEE International Conference on Computer Vision (ICCV 2021), pp. 3489-3498, 2021. (计算机视觉顶级会议,CCF-A类会议).
8. Huisi Wu, Jiafu Zhong, Wei Wang, Zhenkun Wen, Jing Qin, Precise yet Efficient Semantic Calibration and Refinement in ConvNets for Real-time Polyp Segmentation from Colonoscopy Videos, The Association for the Advance of Artificial Intelligence (AAAI 2021). (人工智能领域顶级会议,CCF-A类会议).
9. Huisi Wu, Jiasheng Liu, Wei Wang, Zhenkun Wen, Jing Qin, Region-aware Global Context Modeling for Automatic Nerve Segmentation from Ultrasound Images, The Association for the Advance of Artificial Intelligence (AAAI 2021). (人工智能领域顶级会议,CCF-A类会议).
10. Huisi Wu, Yu-Shuen Wang, Kun-Chuan Feng, Tien-Tsin Wong, Tong-Yee Lee, and Pheng-Ann Heng, Resizing by Symmetry Summarization, ACM Transactions on Graphics (SIGGRAPH ASIA 2010 issue), vol. 29, no. 6, Dec 2010, pp.159:1-159:9. (计算机图形学顶级会议,CCF-A类会议).
个人主页:http:/staff/~hswu