Biography
Can Yang (Member, IEEE) received the B.S. degree in Electronic Science and Technology from Huazhong University of Science and Technology (HUST), Wuhan, China, in 1994; the M.S. degree in Pattern Recognition and Intelligent Control from the Image Institute in June 1997; and the Ph.D. degree in Electronic Science and Technology from HUST in 2002. He was a Postdoctoral Fellow with the School of Computer Science and Technology, HUST, from August 2002 to October 2004, and a Visiting Scholar with the Department of Electrical and Computer Engineering, New York University, from 2013 to 2014.
He is currently with the School of Computer Science and Engineering, South China University of Technology (SCUT), where he became an Associate Professor in February 2005 and has been a Professor since May 2012. His research interests include artificial intelligence, big data, and cloud-based multimedia networking. Professor Yang has received multiple awards, including the Guangdong Province Science and Technology Progress Award (2011, 2015), the Science and Technology Innovation Award of the State Administration of Radio and Television (SARFT) of China (2012), and the First-Level Excellent Paper Award of the Guangdong Computer Academy (GDCA) (2021). He is a member of ACM, a Council member of GDCA, and a Senior Member of CCF. He serves as a graduate supervisor at SCUT, is the Director of the Cloud Intelligent Service / Cloud Media Lab, and is credited with initiating three major technologies: the Cross-Layer Neural Network Net95, the Best Adaptive Network Application Layer Multicast BANACAST, and the General Web Data Intelligence GWDI. He also participated in the development of China’s first digital laser 3D scanner and the XY-20 trajectory planning system. He has led more than 20 national and provincial research projects, as well as commissioned R&D projects from enterprises and institutions. Professor Yang has published over 80 papers, held over 60 patents (including 35 granted patents and 3 international PCT patents), 11 software copyrights, and has led the drafting of 7 international and domestic standards. He has published over 80 papers in journals and conferences such as IEEE Transactions on Information Forensics and Security, IEEE Transactions on Multimedia, IEEE Transactions on Biometrics, Behavior, and Identity Science, IEEE Transactions on Circuits and Systems for Video Technology, Chinese Journal of Electronics, Journal of Computer Science and Technology, ACM MMSys, and CVPR. He teaches courses including Operating Systems, Software Engineering, Multimedia Communication Technology, Distributed Computing (Principles and Applications), and Network Media. He has supervised more than 100 graduate students, whose achievements include awards such as the Special Prize in the Guangdong Province “Challenge Cup.” Contact: Email: cscyang@scut.edu.cn WeChat: banacast
Research Group/Team Overview — Cloud Intelligent Service LabThe Cloud Intelligent Service Lab focuses on core theories and key technologies for big-data intelligence, cloud ecosystem service software, and large-scale multimedia communication network applications. Recent research directions include big data, AI, recommendation systems, cloud engineering, P2P networking, coding, IPTV, and live video streaming. The lab is an interdisciplinary, internationally oriented team initiated by core members from the former Multimedia and Graphics/Image Group (Prof. Guoqiang Han) at SCUT. It has undertaken more than 20 national and provincial major projects as well as international collaboration projects, and participates in national video encoding standardization efforts. The lab also maintains an in-house DevOps platform for software R&D and operations. The team includes one IEEE Fellow, five professors, and five associate professors, and has trained a large number of graduate and undergraduate students. Its members have published extensively in top venues (e.g., IEEE Transactions, CVPR, InfoCom) and hold numerous invention patents and software copyrights. The lab has contributed to multiple national standards and IETF-related standards, and has published international academic monographs. Among its notable systems, the BANACAST cloud intelligent adaptive network transmission technology has been applied at large scale, and the lab’s GWDI platform (initiated since 2011) explores early low-code approaches for web-based intelligent model construction and reasoning experimentation. The lab has provided technical services to a wide range of government, healthcare, telecom, broadcasting, and industrial organizations, and continues to pursue open ecosystem research with the goal of advancing big data–driven AI for real-world industries such as telecommunications, broadcasting, power systems, and finance.
Education
Postdoctoral
2002–2004, Huazhong University of Science and Technology (HUST), Computer Science and Technology Doctor 1998–2002, Huazhong University of Science and Technology (HUST), Electronic Science and Technology Master 1994–1997, Huazhong University of Science and Technology (HUST), Image Recognition and Artificial Intelligence Bachelor 1990–1994, Huazhong University of Science and Technology (HUST), Electronic Science and Technology
Research Areas
Software Engineering Multimedia Communication Cloud Computing and Big Data Engineering Pattern Recognition and Artificial Intelligence
Courses Taught
Operating Systems Software Engineering Distributed Computing Systems Principles and Technologies of Multimedia Communication (Graduate Course)
Selected Publications
- Yang, Can*, Zhu, Yingying, Cheong, Ngai,Behavioral Fingerprints for User Identification via Unsupervised Matching, Supervised Learning of Data Augmentation, and Their Fusion,IEEE Transactions on Biometrics, Behavior, and Identity Science,2025
- Can Yang, Junjie Zhai, Helong Li.,The upper bound of cumulative return of a trading series.,PLOS ONE , Public Library of Science (PLoS),2022
- Chaojun Zhao, Can Yang, Ran Zhao. ,The Model of Cross-Tenant Information Access Control in SAAS Cloud.
,2022 International Conference on Computing, Communication, Perception and Quantum Technology (CCPQT) , IEEE,,2022
- Zijian Zhang, Can Yang, Junshuai Wang, Gaoze Hou, Yaqing Yang.,Scalable Resource Provisioning For Multi-tenant SaaS With Cloud Functions.,2022 International Conference on Computing, Communication, Perception and Quantum Technology (CCPQT) , IEEE,,2022
- Li, Guangyu;Qiu, Lina;Yu, Chenguang;Cao, Houwei;Liu, Yong;Yang, Can,IPTV Channel Zapping Recommendation With Attention Mechanism,IEEE Transactions on Multimedia,2021
- Yang, Can;Wang, Lan;Cao, Houwei;Yuan, Qihu;Liu, Yong,User Behavior Fingerprinting With Multi-Item-Sets and Its Application in IPTV Viewer Identification,IEEE Transactions on Information Forensics and Security,2021
- Shiying Pan, Can Yang, Runmin Li,GIP3: Make Privacy Preserving be Easier on Cloud.,EAI Endorsed Transactions on Security and Safety,2021
- Yang, Can;Zhai, Junjie;Tao, Guihua,Deep Learning for Price Movement Prediction Using Convolutional Neural Network and Long Short-Term Memory,Mathematical Problems in Engineering,2020
- Yang, Can;Pan, Shiying;Li, Runmin;Liu, Yu;Peng, Lizhang,A Coding-Free Software Framework for Developing Lightweight Web Data Management Systems,Applied Sciences-Basel,2020
- 吴颂涛;王意;王澜;杨灿,网络电视用户行为计算建模与统计分析,计算机科学与应用,2019
- Yang, Can;Sun, Tianli;Guan, Yunan,On Fast Channel Switching With a Parallel Multiple Channels Streaming in P2P Systems,2019
- Yang Can*, Zhai Junjie, Zhang Xing,FAT: A Fractal-Assisted Technical Trade Method in Stock Markets,2019 International Conference on Social Science, Economics and Management Research (SSEMR 2019),2019
- Yang, Can;Ren, Sixuan;Liu, Yong;Cao, Houwei;Yuan, Qihu;Han, Guoqiang,Personalized Channel Recommendation Deep Learning From a Switch Sequence,IEEE Access,2018
- Lv, Jianming;Chen, Weihang;Li, Qing;Yang, Can,Unsupervised Cross-dataset Person Re-identification by Transfer Learning of Spatial-Temporal Patterns,CVPR,2018
- Zheng, Yuanhuan;Wu, Di;Ke, Yihao;Yang, Can;Chen, Min;Zhang, Guoqing,Online Cloud Transcoding and Distribution for Crowdsourced Live Game Video Streaming,IEEE Transactions on Circuits and Systems for Video Technology,2017
- Yu, Chenguang;Ding, Hao;Cao, Houwei;Liu, Yong;Yang, Can,Follow me: Personalized IPTV channel switching guide,2017
- Yang, Can;Liu, Yong,On Achieving Short Channel Switching Delay and Playback Lag in IP-Based TV Systems,IEEE Transactions on Multimedia,2015
- Lv Jianming*;Zhu Chaoyun;Tang Shaohua;Yang Can;Lv J.*;Zhu C.;Tang S.;Yang C.,Deepflow: Hiding anonymous communication traffic in P2P streaming networks,Wuhan University Journal of Natural Sciences,2014
- Lv, Jianming*;Chen, Jianwen;Yang, Can,PACS: Parasitic anonymous communication in peer-to-peer streaming network,Journal of Computational Information Systems,2014
- Lv Jianming;Yang Can;Liang Kaidong,GRACE: A Gradient Distance-Based Peer-to-Peer Network Supporting Efficient Content-Based Retrieval,2014
- Lv Jianming;Lin Haibiao;Yang Can;Yu Zhiwen;Chen Yinghong;Deng Miaoyi,Identify and Trace Criminal Suspects in the Crowd Aided by Fast Trajectories Retrieval,2014
- 杨灿;符航宇;刘侃,基于Flex的网络电视互动平台的设计与实现,计算机工程与科学,2011
- 杨灿;祁特立,新媒体和三网融合的技术突破——面向互联网的新媒体业务融合平台,中国科技成果,2011
- Yang Can;Li Yongyan;Chen Jinglong,A New Mobile Streaming System Base-on Http Live Streaming Protocol,2011
- 杨灿;李丹;黄辉泽,Banacast:基于三网融合的新媒体内容承载平台,广播与电视技术,2010
- 李旭光;阮伟明;杨灿,广视网P2P网络电视系统研究,有线电视技术,2010
- 刘继忠;杨灿,网络视频服务接入控制及计费的研究与实现,计算机工程与设计,2010
- Yang, Can;Liang, Shang-Tao;Chen, Xin-Xin;Chen, Ye-Wei,Design and implementation of intelligent acquisition and fast processing recording system for IPTV platform,2010
- 黄宝雄;李建光;陈智聪;杨灿,网络电视自动化EPG系统设计与实现,广播与电视技术,2010
- 杨灿;彭利章;黄辉泽,Banacast技术突破:自主可控的新媒体平台,广播与电视技术,2010
- 陈业伟;杨灿;陈新新;黄辉泽,手机短信在IPTV后台监视中的应用,计算机应用与软件,2010
- Yang, Can;Zhuang, Xuda;Lei, Zhiming,A method of geographic information acquirement based on subdivision coloration for a zone,2010
- 黄辉泽;雷志明;杨灿,基于分布式架构的IP电视用户行为分析系统,有线电视技术,2009
- Yang Can;Chen Yuanqiong;Shen Yilong,The Research on a P2P Transcoding System Based on Distributed Farming Computing Architecture,2009
- 黄辉泽;黄宝雄;李建光;詹新明;杨灿;阮伟明,P2P网络新媒体平台运行维护与信息安全管理,有线电视技术,2009
- 张冲;杨灿;杨泽铨;黄辉泽,RTMP协议在P2P流媒体系统中的应用,电视技术,2009
- Chen, Xin Xin;Yang, Can;Chen, Ye Wei,Banacast: A fast adaptive application layer multicast network for P2P live streaming,2009
- 李建光;黄宝雄;陈业伟;杨灿,基于网络电视的互动平台设计,有线电视技术,2009
- 王锋;胡开明;杨灿;邬鹏翚,面向教育网消费群体的邮政电子商务研究,邮政研究,2009
- 黄宝雄;李建光;黄辉泽;陈新新;陈业伟;杨灿,P2P网络电视系统,广播与电视技术,2009
- 黄辉泽;黄宝雄;杨灿,面向互联网的新媒体业务融合平台,广播与电视技术,2009
- Chen Ye Wei;Yang Can;Chen Xin Xin;Huang Hui Ze,DESIGN AND IMPLEMENTATION OF INTEGRATED MONITORING SYSTEM FOR IPTV PLATFORM,2009
- 黄辉泽;沈一龙;杨灿,广州电视台网络新媒体平台运行支撑系统设计与实现,有线电视技术,2009
- 黄宝雄;李建光;陈智聪;杨灿,时移网络电视TSEPG系统的设计与实现,有线电视技术,2009
- 杨灿;陈新新;梁尚韬;胡劲松,混合型时移网络电视系统设计与实现,华中科技大学学报(自然科学版),2009
- Yang Can;Chen Zhi Cong;Lian Bin Xiong;Huang Hui Ze,DESIGN AND IMPLEMENTATION OF A NOVEL ROBOTICIZED EPG SYSTEM OF NETWORK TV,2009
- 黄辉泽;雷志明;杨灿,基于分布式架构的IP电视用户行为分析系统,有线电视技术,2009
- Yang Can;Chen Yuanqiong;Shen Yilong,The Research on a P2P Transcoding System Based on Distributed Farming Computing Architecture,2009
- 黄辉泽;黄宝雄;李建光;詹新明;杨灿;阮伟明,P2P网络新媒体平台运行维护与信息安全管理,有线电视技术,2009
- 张冲;杨灿;杨泽铨;黄辉泽,RTMP协议在P2P流媒体系统中的应用,电视技术,2009
- 杨灿;张冲;杜玮;黄辉泽,基于新型P2P与CDN融合技术的流媒体系统设计,电视技术,2009
- 李建光;黄宝雄;陈业伟;杨灿,基于网络电视的互动平台设计,有线电视技术,2009
- 王锋;胡开明;杨灿;邬鹏翚,面向教育网消费群体的邮政电子商务研究,邮政研究,2009
- 黄辉泽;黄宝雄;杨灿,面向互联网的新媒体业务融合平台,广播与电视技术,2009
- 黄宝雄;李建光;陈智聪;杨灿,时移网络电视TSEPG系统的设计与实现,有线电视技术,2009
- Lin Yu Heng;Yang Can;Chen Xin Xin,DESIGN AND IMPLEMENTATION OF EMBEDDED P2P STREAMING MEDIA SYSTEM,2009
- 杨灿;汤圣博;黄辉泽,企业级P2P视频会议系统设计与实现,计算机技术与发展,2009
- 詹新明;杨灿,基于MATLAB和BP网络的语音识别系统,微计算机信息,2009
- 杨灿;陈新新;梁尚韬;胡劲松,混合型时移网络电视系统设计与实现,华中科技大学学报(自然科学版),2009
- Yang Can;Chen Zhi Cong;Lian Bin Xiong;Huang Hui Ze,DESIGN AND IMPLEMENTATION OF A NOVEL ROBOTICIZED EPG SYSTEM OF NETWORK TV,2009
- Yang, Can;Chen, Xinxin;Liang, Shangtao;Hu, Jingsong,Implementation and design of hybrid time-shifted network television,Journal of Huazhong University of Science and Technology (Natural Science Edition),2009
- 胡开明;杨灿;汤圣博;Chen Xiaoling,面向教育网消费群体邮政电子商务的研究,现代邮政,2009
- 詹新明;黄南山;杨灿,语音识别技术研究进展,现代计算机(专业版),2008
- Tang Jing;Yang Can;Chen Xinxin,Explore new profiting method for TV based on P2P streaming media technology,2006
- 杨灿;卢正鼎;邹雪城,可伸缩分布式VOD系统的设计与实现,华中科技大学学报(自然科学版),2005
- 杨灿,邹雪城,卢正鼎,大规模交互式视频服务系统研究综述
,广播与电视技术,2004
- 杨灿,一种基于移动数据通信的新型VoD系统,电视技术,2004
- 杨灿,邹雪城等,基于.NET的分布式VOD系统设计与实现,有线电视技术,2004
- 杨灿, 卢正鼎.,基于排队模型的视频点播系统设计与分析,电视技术,2004
- 张科峰,杨灿,邹雪城,徐重阳,媒体服务器的体系结构与性能分,电视技术,2003
- 杨灿, 卢正鼎.,交互式VOD视频源非线性智能分段算法,计算机学报,2003
- 杨灿,徐重阳,刘政林,VOD系统批处理调度策略优化研究,计算机学报,2002
- 孙燕,徐重阳,杨灿,基于因特网的流式媒体技术,电视技术,2002
- Can Yang*, Xu Chongyang, Liu Zhenglin, Liu Weizhong, An unequal segmentation algorithm for video in video-on-demand system,Chinese Journal of Electronics,2002
- 刘政林;徐重阳;刘卫忠;杨 灿;雷 旭,基于DOCSIS协议的HFC网络的性能仿真,计算机工程,2002
- 杨灿;徐重阳;代胜利;张勇,基于专网IP电话技术构建集中式呼叫中心,电信科学,2001
- 杨灿,徐重阳,刘政林,交互式VOD系统差速同步控制策略,华中科技大学学报(自然科学版),2001
- 杨灿,徐重阳,刘为忠,刘政林,杜江红,VOD系统多点广播调度策略研究,电视技术,2001
- 杨灿 , 刘斌,广东邮政185客户服务中心系统,中国邮政, 2001,(6):22-23,2001
- 李德华,杨灿,胡昌赤,地形匹配区选择准则研究,华中理工大学学报,1996
- Yang Can*, Li Dehua, Zhu Yanwen,(Net95) A car shape classification based on neural networks with non-adjacent layer connection,Proceedings of IEEE International neural networks and signal processing, ICNNSP95, Vol. I, pp. 697-701, Southeast University, Nanjing, China. 1995.12.
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