巫义锐
职称：青年教授
联系电话：
电子邮箱：wuyirui@hhu.edu.cn
教育背景
河海大学 教授--计算机与软件学院， 2024-至今
河海大学 副教授--计算机与信息学院， 2019-2023
河海大学 讲师-计算机与信息学院， 2016-2019
南京大学 工学博士 - 计算机应用技术，2011 - 2016
香港科学与技术大学 计算机科学与工程系助理研究员，2014
香港科学与技术大学 计算机科学与工程系访问学生，2012
南京大学 理学学士 - 计算机科学与技术，2007 - 2011
研究领域
计算机视觉: 小样本图像分割，文字检测与识别。
人工智能: 可解释性人工智能，因果分析。
多媒体计算: 医学图像分析，图像加密与超分辨率。
智慧水利: 智能水文过程建模，水文大数据处理与分析。
人工智能: 可解释性人工智能，因果分析。
多媒体计算: 医学图像分析，图像加密与超分辨率。
智慧水利: 智能水文过程建模，水文大数据处理与分析。
获奖情况
河海大学大禹学者，南京市、苏州市高层次人才计划，江苏省计算机学会优秀工作者、CCF TEC创新创业大赛金奖、CCF-MM、IEEE EUC最佳论文奖
学术成果
主持了国家自然科学基金、江苏省自然科学基金、国家重点研发计划子专题、国家重点实验室开放课题等多个研究项目。我于权威国际刊物《IEEE Transactions on Image Processing》、《IEEE Transactions on Multimedia》、 《IEEE Transactions on Network Science and Engineering》及高水平国际学术会议ACM Multimedia、 ICME、ICPR、BIBM、ICIP等发表学术论文四十余篇。发表ESI热点论文一篇，ESI高被引论文3篇。
我现担任《IET Image Processing》(CCF-C, SCI)的副主编， 《Malaysian Journal of Computer Science》(SCI)的首位外籍副主编， 《Artificial Intelligence and Applications》的创刊副主编， CCF-YOCSEF南京副主席，CCF-MM执行委员，江苏省信息技术应用学会多媒体专委会副秘书长。我担任过 Journal of Sensor and Actuator Network (JCR Q1)和IEEE COMSOC MMTC Communications-Frontiers的客座主编， ICML2022(CCF-A, 人工智能顶会), ACM MM2022/2021(CCF-A, 多媒体顶会), ICPR2022(CCF-C), ICME2022(CCF-B), HPCC2021(CCF-C), CIKM2021(CCF-B), ACPR2021 等会议程序主席。
部分节选论文：
[IEEE TMM'17] Yirui Wu, Tong Lu, Zehuan Yuan, Hao Wang. FreeScup: a novel platform for assisting sculpture pose design. IEEE Transactions on Multimedia, 19(1): 183-195 (2017). (Top Journal in Multimedia, CCF-B)
[IEEE TIP'16] Yirui Wu, Palaiahnakote Shivakumara, Tong Lu, Chew Lim Tan, Michael Blumenstein, G. Hemantha Kumar. Contour restoration of text components for recognition in video/scene images. IEEE Transactions on Image Processing, 25(12): 5622-5634 (2016). (Top Journal in Image Processing, CCF-A)
[IEEE-ACM TCBB'23] Yirui Wu, Qiran Kong, Lilai Zhang, Shaohua Wan. CDT-CAD: Context-Aware Deformable Transformers for End-to-End Chest Abnormality Detection on X-Ray Images. IEEE-ACM Transactions on Computational Biology and Bioinformatics, online publication (2023).(生物信息领域重要期刊, CCF-B)
[ACM TECS'23] Yirui Wu, Lilai Zhang, Zonghua Gu, Hu Lu, Shaohua Wan. Edge-AI Driven Framework with Efficient Mobile Network Design for Facial Expression Recognition. ACM Transactions on Embedded Computing Systems, 22(3): 57:1-57:17 (2023).(计算机系统结构领域重要期刊, CCF-B)
[IEEE TOIT'22] Yirui Wu, Hao Cao, Guoqiang Yang, Tong Lu, Shaohua Wan. Digital Twin of Intelligent Small Surface Defect Detection with Cyber-Manufacturing Systems. ACM Transactions on Internet Technology. Online(2022). (互联网技术重要刊物, CCF-B, IF:3.790)
[IEEE TII'22] Yirui Wu*, Lilai Zhang*, Stefano Berretti, Shaohua Wan.(* indicates Equal Contribution) Medical Image Encryption by Content-aware DNA Computing for Secure Healthcare. IEEE Transactions on Industrial Informatics, 19(2): 2089-2098 (2023). (Top Journal in Industrial Informatics, 中科院一区, IF:11.648)
[IEEE TNSE'22] Yirui Wu, Haifeng Guo, Chakraborty Chakraborty, Mohammad Khosravi, Stefano Berretti, Shaohua Wan. Edge Computing Driven Low-Light Image Dynamic Enhancement for Object Detection. IEEE Transactions on Network Science and Engineering. 10(5): 3086-3098 (2023). (中科院二区)
我现担任《IET Image Processing》(CCF-C, SCI)的副主编， 《Malaysian Journal of Computer Science》(SCI)的首位外籍副主编， 《Artificial Intelligence and Applications》的创刊副主编， CCF-YOCSEF南京副主席，CCF-MM执行委员，江苏省信息技术应用学会多媒体专委会副秘书长。我担任过 Journal of Sensor and Actuator Network (JCR Q1)和IEEE COMSOC MMTC Communications-Frontiers的客座主编， ICML2022(CCF-A, 人工智能顶会), ACM MM2022/2021(CCF-A, 多媒体顶会), ICPR2022(CCF-C), ICME2022(CCF-B), HPCC2021(CCF-C), CIKM2021(CCF-B), ACPR2021 等会议程序主席。
部分节选论文：
[IEEE TMM'17] Yirui Wu, Tong Lu, Zehuan Yuan, Hao Wang. FreeScup: a novel platform for assisting sculpture pose design. IEEE Transactions on Multimedia, 19(1): 183-195 (2017). (Top Journal in Multimedia, CCF-B)
[IEEE TIP'16] Yirui Wu, Palaiahnakote Shivakumara, Tong Lu, Chew Lim Tan, Michael Blumenstein, G. Hemantha Kumar. Contour restoration of text components for recognition in video/scene images. IEEE Transactions on Image Processing, 25(12): 5622-5634 (2016). (Top Journal in Image Processing, CCF-A)
[IEEE-ACM TCBB'23] Yirui Wu, Qiran Kong, Lilai Zhang, Shaohua Wan. CDT-CAD: Context-Aware Deformable Transformers for End-to-End Chest Abnormality Detection on X-Ray Images. IEEE-ACM Transactions on Computational Biology and Bioinformatics, online publication (2023).(生物信息领域重要期刊, CCF-B)
[ACM TECS'23] Yirui Wu, Lilai Zhang, Zonghua Gu, Hu Lu, Shaohua Wan. Edge-AI Driven Framework with Efficient Mobile Network Design for Facial Expression Recognition. ACM Transactions on Embedded Computing Systems, 22(3): 57:1-57:17 (2023).(计算机系统结构领域重要期刊, CCF-B)
[IEEE TOIT'22] Yirui Wu, Hao Cao, Guoqiang Yang, Tong Lu, Shaohua Wan. Digital Twin of Intelligent Small Surface Defect Detection with Cyber-Manufacturing Systems. ACM Transactions on Internet Technology. Online(2022). (互联网技术重要刊物, CCF-B, IF:3.790)
[IEEE TII'22] Yirui Wu*, Lilai Zhang*, Stefano Berretti, Shaohua Wan.(* indicates Equal Contribution) Medical Image Encryption by Content-aware DNA Computing for Secure Healthcare. IEEE Transactions on Industrial Informatics, 19(2): 2089-2098 (2023). (Top Journal in Industrial Informatics, 中科院一区, IF:11.648)
[IEEE TNSE'22] Yirui Wu, Haifeng Guo, Chakraborty Chakraborty, Mohammad Khosravi, Stefano Berretti, Shaohua Wan. Edge Computing Driven Low-Light Image Dynamic Enhancement for Object Detection. IEEE Transactions on Network Science and Engineering. 10(5): 3086-3098 (2023). (中科院二区)
[ACM MM'22] Guangchen Shi(学生), Yirui Wu*, Jun Liu, Shaohua Wan, Wehai Wang, Tong Lu: Incremental Few-Shot Semantic Segmentation via Embedding Adaptive-Update and Hyper-class Representation. ACM Multimedia 2022: 5547-5556. (CCF-A, Top Conf in Multimedia, Acceptance ratio: 27.9%)