Deqing Yang   阳 德青   

Ph.D, Associate Professor

yangdeqing@fudan.edu.cn

Vice Dean of the School of Data Science,

Institute for Big Data, Institute for Advanced Study,

Fudan University, Shanghai 200433, China

Research Interests

data science, knowledge graph, recommender systems, social network mining

Education

• Ph.D in School of Computer Science, Fudan University, June, 2013
• M.Sc. in Dept. of Computer Science and Engineering, Fudan University, June, 2005
• B.Sc. in Dept. of Computer Science and Engineering, Fudan University, June, 2002

Publications

Conference Proceedings

• Deqing Yang, Zikai Guo, Ziyi Wang, Junyang Jiang, Yanghua Xiao, Wei Wang: A Knowledge-Enhanced Deep Recommendation Framework Incorporating GAN-based Models, in ICDM 2018.
• Bo Xu, Zheng Luo, Luyang Huang, Bin Liang, Yanghua Xiao, Deqing Yang, Wei Wang: METIC: Multi-Instance Entity Typing from Corpus, in CIKM 2018.
• Deqing Yang, Lihan Chen, Jiaqing Liang, Yanghua Xiao, Wei Wang: Social Tag Embedding for the Recommendation of Sparse User-item Interactions, in ASONAM 2018.
• Yiqi Lu, Jiaqing Liang, Yanghua Xiao, Sheng Huang, Deqing Yang, Wei Wang, Haibo Lin: XMLValue: XML Configuration Attribute Value Recommendation, in COMPSAC 2017.
• Deqing Yang, Yanghua Xiao, Yangqiu Song, Wei Wang: Semantic-based Recommendation Across Heterogeneous Domains, in ICDM 2015.
• Chenhao Xie, Deqing Yang, Jingrui He, Yanghua Xiao: Cross-Site Virtual Social Network Construction, in ICDM 2015.
• Deqing Yang, Jingrui He, Huazheng Qin, Yanghua Xiao, Wei Wang: A Graph-based Recommendation across Heterogeneous Domains, in CIKM 2015.
• Deqing Yang, Yanghua Xiao, Hanghang Tong, Wanyun Cui, Wei Wang: Towards Topic Following in Heterogeneous Information Networks, in ASONAM 2015.
• Deqing Yang, Yanghua Xiao, Hanghang Tong, Junjun Zhang, Wei Wang:  An Integrated Tag Recommendation Algorithm Towards Weibo User Profiling, in DASFAA 2015.
• Deqing Yang, Yanghua Xiao, Yangqiu Song, Junjun Zhang, Kezun Zhang, Wei Wang:  Tag propagation based recommendation across diverse social media, in WWW 2014.
• Deqing Yang, Yanghua Xiao, Bo Xu, Hanghang Tong, Wei Wang, Sheng Huang:  Which Topic Will You Follow? in ECML/PKDD 2012.
• Deqing Yang, Yanghua Xiao, Wei Wang: Statistical Model-Based Analysis and Prediction of Collective Attention in Social Networks, in NDBC 2010.
• Deqing Yang, Weining Qian, Aoying Zhou: Content-based Data Dissemination using XML in P2P Systems, in NDBC 2005.
• Deqing Yang, Linhao Xu, Wenyuan Cai, Shuigeng Zhou, Aoying Zhou:  Efficient Query Routing for XML Documents Retrieval in Unstructured Peer-to-Peer Networks, in APWeb 2004.

Journals

• Huazheng Qin, Zhongshun Hu, Deqing Yang, Yanghua Xiao: Relevant Entity Condstruction based on Category Template Mining, in Computer Engineering, 2016.
• Yongping Liu, Zhongshun Hu, Deqing Yang, Yanghua Xiao: Similar Entity Recommendation Based On Given Entity And Attributes, in Computer Engineering, 2016.

Book Chapters

• Bo Xu, Deqing Yang, Qi Liu, Yanghua Xiao:  Social Communication Network, Case Study. Encyclopedia of Social Network Analysis and Mining 2014: 1771-1777. 2nd Version (2017) doi:10.1007/978-1-4614-7163-9_289-1.

Tutorials

• Intelligent Search Engine and Recommender Systems based on Knowledge Graph, July, 2017.

Funding Experience

• “Construction, annotation and visualization of big biological knowledge base”, National key research and development plan of China, 2017YFC1201203, 4,700k(CNY), attendance.
• “Personalized service platform based on big data”, Shanghai Municipal Education Commission, 2015/03-2016/06, 500k(CNY).
• “Big data applications for personalized services on employment affairs”, Shanghai Municipal Education Commission, 2014/09-2015/06, 200k(CNY).
• “Research on cloud services of e-government”, Shanghai Municipal Commission of Economy and Informationization, Informationization Construction Project, 2014/08-2015/06, 98k(CNY).
• “Personalized value discovery and risk assessment of Internet finance by fusing multi-source big data”, NSF91546104, 2016/01-2018/12, 430k(CNY), attendance.
• “Query processing on big knowledge graphs”, NSF61472085, 2015/01-2018/12, 830k(CNY), attendance.

Patents

• A crowd profiling system and method based on Weibo tags, CNID: 201310481674.3
• A personalized recommender system based on Chinese knowledge graph, CNID: 201310565133.9

Teaching Courses

• Big Data Communication and New Media Analysis, since spring 2018
• User Behavior Analysis on New Media, since spring 2018
• Social Network Mining, since spring 2017
• Technologies of New Media, since autumn 2014