Jitao Sang (桑基韬)


Assistant Professor

National Lab of Pattern Recognition
Institute of Automation, Chinese Academy of Sciences


13-11, Intelligent Building
No.95, Zhongguancun East Rd.
Beijing, China 100190
Email:   jtsang@nlpr.ia.ac.cn
Phone: + (86) 10-82611857
ResearchGate:  http://www.researchgate.net/profile/Jitao_Sang/

Welcome to my academic webpage! I am an Assistant Professor at Prof. Changsheng Xu's Multimedia Computing (MMC) group. My research interests include social media analysis, multimedia retrieval and data mining. My recent works mainly focus on collective recommendation and search in social media, by combining social network analysis, computer vision and machine learning techniques to achieve complete user modeling as well as total media content understanding.


I graduated with my Ph.D. from Institute of Automation, Chinese Academy of Sciences (CASIA), under the supervision of Prof. Changsheng Xu. I have also worked with Prof. Stan Z. Li on Face Recognition and video surveillance from 2007 to 2009 at CBSR, and Dr. Tao Mei on social media and mobile application at 2011 when interned at MSRA.


What's New

CALL FOR POSTER: The second symposium on Social Multimedia Computing. Sept.8-9, CASIA, Beijing, China. [CFP ]

[2014-07]   I will give a tutorial on Social Multimedia Computing at ACM MM 2014 and MMM 2015.

[2014-07]   My Springer book on Social Multimedia Computing is now visible online. [URL ]

[2014-06]   One paper on cross-network knowledge association is accepted by ACM Multimedia as Full Paper.

[2014-05]   One paper on cross-network user modeling is accepted by TOMM.

[2014-04]   One paper on social media reprsentation learning is accepted by TMM.


Selected Publications

[DBLP] [Google Scholar]


Books


[B1]   Jitao Sang. "User-centric Social Multimedia Computing", Springer Theses, Springer, expected Feb. 2015. [url ]



Reports


[R1]   Jitao Sang, Changsheng Xu. "Highlights in Web Multimedia Research", Report on Advances in Control Science and Engineering 《控制科学与工程学科发展报告 2012-2013》. In Chinese.



Journal Articles


[J11]   Jitao Sang, Changsheng Xu. "Overlapped user-based cross-network analysis: exploring variety in big social media data", Chinese Acience Bulletin   科学通报, accepted, 2014. In Chinese.


[J10]   Quan Fang, Jitao Sang, Changsheng Xu. "Discovering Geo-Informative Attributes for Location Recognition and Exploration", ACM Transactions on Multimedia Computing, Communications and Applications (TOMM), accepted, 2014.


[J9]   Zhaoquan Yuan, Jitao Sang, Changsheng Xu, and Yan Liu. "A Unified Framework of Latent Feature Learning in Social Media", IEEE Transactions on Multimedia (TMM), accepted, 2014.


[J8]  Zhengyu Deng, Ming Yan, Jitao Sang, and Changsheng Xu. "Twitter is Faster: Personalized Time-aware Video Recommendation from Twitter to YouTube", ACM Transactions on Multimedia Computing, Communications and Applications (TOMM), accepted, 2014.


[J7]   Quan Fang, Jitao Sang, Changsheng Xu, and Yong Rui. "Topic-Sensitive Influencer Mining in Interest-Based Social Media Networks via Hypergraph Learning", IEEE Transactions on Multimedia (TMM), Vol. 16, No. 3, pp.796-812, 2014.


[J6]   Jitao Sang, Changsheng Xu. "Social Influence Analysis and Application on Multimedia Sharing Websites", ACM Transactions on Multimedia Computing, Communications and Applications (TOMM), Vol. 9, No. 1s, Article 53, 2013.


[J5]  Jitao Sang, Tao Mei, Ying-Qing Xu, Chen Zhao, Changsheng Xu, and Shipeng Li. "Interaction Design for Mobile Visual Search", IEEE Transactions on Multimedia (TMM), Vol. 15, No. 7, pp.1-12, 2013.


[J4]   Jitao Sang, Changsheng Xu, and Dongyuan Lu. "Learn to Personalized Image Search from the Photo Sharing Websites", IEEE Transactions on Multimedia (TMM), Vol. 14, No. 4-1, pp.963-974, 2012. [pdf ]


[J3]   Jitao Sang, Changsheng Xu. "Robust Face-Name Graph Matching for Movie Character Identification", IEEE Transactions on Multimedia (TMM), Vol. 14, No. 3-1, pp.586-596, 2012. [pdf ]


[J2]  Jitao Sang, Changsheng Xu, and Jing Liu. "User-aware Image Tag Refinement via Ternary Semantic Analysis", IEEE Transactions on Multimedia (TMM), Vol. 14, No. 3-2, pp.883-895, 2012. [pdf ]


[J1]   Jitao Sang, Changsheng Xu. "Browse by chunks: Topic Mining and organizing on Web-scale Social media", ACM Transactions on Multimedia Computing, Communications and Applications (TOMM), Vol. 7s, No. 1, Article 30, 2011. [pdf ]



Conference Papers


[C7]   Ming Yan, Jitao Sang, Changsheng Xu. "Mining Cross-network Association for YouTube Video Promotion", ACM Multimedia (MM), Full Paper, 2014.


[C6]   Quan Fang, Jitao Sang, Changsheng Xu. "GIANT: Geo-Informative Attributes for locatioN recogniTion and exploration", ACM Multimedia (MM), pp.13-22, 2013. [Best Paper Finalist]


[C5]  Zhaoquan Yuan, Jitao Sang, Yan Liu, and Changsheng Xu. "Latent Feature Learning in Social Media Network", ACM Multimedia (MM), pp.253-262, 2013. Brave New Idea


[C4]  Quan Fang, Jitao Sang, Changsheng Xu, and Ke Lu. "Paint the City Colorfully: Location Visualization from Multiple Themes", International Conference on Multimedia Modeling (MMM), pp.92-105, 2013. [Best Student Paper]


[C3]   Jitao Sang, Changsheng Xu. "Right Buddy Makes the Difference: an Early Exploration of Social Relation Analysis in Multimedia Applications", ACM Multimedia (MM), pp.19-28, 2012. [Best Paper Finalist]


[C2]  Jitao Sang, Tao Mei, Jian-Tao Sun, Changsheng Xu and Shipeng Li. "Probabilistic Sequential POIs Recommendation via Check-in Data", ACM SIGSPATIAL GIS (GIS), pp.402-405, 2012.


[C1]   Jitao Sang, Chao Liang, Changsheng Xu, and Jian Cheng. "Robust Movie Character Identification and the Sensitivity Analysis", IEEE Internation Conference on Multimedia & Expo (ICME), pp.1-6, oral, 2011.





Last update on Sept. 30, 2013