Weijian Ni (倪维健)

Associate Professor, Shandong University of Science and Technology

Office: J13-222, #579 Qianwangang Road, Qingdao, 266510, P.R.China.
E-mail: niweijian AT gmail DOT com
My QQ: 56128875
My Weibo: Follow me

About me

I am an associate professor at College of Information Science and Engineering, Shandong University of Science and Technology. I am also a member of Distributed Intelligent Information Service Lab of SDUST, led by Prof. Qingtian Zeng. Prior to joining SDUST, I worked at Business Search Department, Baidu Corp., during 2008-2010.

I obtained my Ph.D. in computer application and technology at Nankai University in 2008. My advisor is Prof. Yalou Huang. Thesis: Research on Statistical Learning over Naturally Grouped Data.

During my graduate career, I participated in the internship program of Microsoft Research Asian (MSRA) and worked as an intern in Web Search and Mining Group, during 2006-2007. My mentors are Dr. Jun Xu and Dr. Hang Li.

During 2015-2016, I worked at State University of New York at Binghamton as a visiting scholar, cooperated with Prof. Weiyi Meng.

Research Interests

My research interests lie in the area of text mining, information retrieval and recommendation system. The followings are some of my R&D projects:

  • Research on group-oriented structural recommendation techniques and applications (PI, Jan., 2017 - Dec., 2019, from Natural Science Foundation of China)
  • Custom credit evaluation for small and micro loans (PI, Jan., 2017 - Aug., 2017, from Shandong Rural Credit Union)
  • Structural retrieval and personalized recommendation for agricultural technique documents (PI, April, 2013 - Dec., 2014, from Qingdao Science and Technology Project)
  • Automatic construction and recommendation of virtual R&D team (Co-PI, May, 2013 - Dec., 2014, from Special Research Project of Ministry of Education)
  • Personalized recommendation techniques and system on cloud platform of intelligent TV (Co-PI, Oct., 2012 - May, 2013, from HiSence Corp.)
  • Automatic keyword extraction and summarization for scientific literature (PI, May, 2011 - Dec., 2012, from Special Research Project of Ministry of Education)
  • Automatic recommendation of text content of search Ads (May, 2009 - Aug., 2010, from Baidu Corp.)
  • Automatic recommendation of bid words of search Ads (Feb., 2009 - May, 2009, from Baidu Corp.)
  • Compact in-memory database for amass search Ads data (Jul, 2008 - May., 2009, from Baidu Corp.)
  • Statistical learning approaches for non-I.I.D data (Jan., 2007 - Dec., 2007, from MSRA)
  • Improvement on internet search for people (Aug., 2006 - Mar., 2007, from MSRA)
  • Learning to rank approaches for information retrieval (Jan., 2007 - Jun., 2008, from NSFC)
  • Entity search based on text mining (Sep., 2006 - Jun., 2008, from MSRA)

Selected Publications

  1. Weijian Ni, Tong Liu, Haohao Sun and Zhensheng Wei. An Active Learning Approach to Recognizing Domain-specific Queries From Query Log. In Proceedings of APWeb-WAIM Joint Conference on Web and Big Data (APWeb-WAIM), 2017.
  2. Tong Liu, Weijian Ni(corresponding author) and Mei Liu. Identifying Terminology from Search Engine Query Logs. New Technology of Library and Information Service (in Chinese), 2, 2016.
  3. Tong Liu, Weijian Ni(corresponding author). An Information Retrieval Model for Domain-specific Structural Documents and Its Application to Agricultural Disease Prescription Retrieval. Computer Science (in Chinese), 42(10), 2015.
  4. Yongquan Liang, Tong Liu and Weijian Ni(corresponding author). Augmented Vector Space Model for Passage Intention Classification in Chinese Agricultural Prescription Documents. Journal of Computational Information Systems, 10(1), 2014.
  5. Weijian Ni, Tong Liu and Qingtian Zeng. An Intelligent Search Engine for Agricultural Disease Prescriptions Based on Structural Retrieval. In Proceedings of the 7th International Conference on Computer and Computing Technologies in Agriculture (CCTA), 2013.
  6. Weijian Ni, Tong Liu and Qingtian Zeng. Extracting Keyphrase Set with High Diversity and Coverage Using Structural SVM. In Proceedings of the 14th Asia-Pacific Web Conference (APWeb), 2012.
  7. Weijian Ni, Tong Liu and Qingtian Zeng. An Under-Sampling Approach to Imbalanced Automatic Keyphrase Extraction. In Proceedings of the 13th International Conference on Web-Age Information Management (WAIM), 2012.
  8. Weijian Ni, Tong Liu and Qingtian Zeng. Exploratory Class-Imbalanced and Non-identical Data Distribution in Automatic Keyphrase Extraction. In Proceedings of the 9th International Symposium on Neural Networks (ISNN), 2012.
  9. Weijian Ni, Tong Liu, Qingtian Zeng, and etc. Imbalanced Classification Approaches to Automatic Single-document Summarization. Computer Engineering and Science (in Chinese), 34 (4), 2012.
  10. Weijian Ni, Mei Liu, Qingtian Zeng, and etc. A Topic Oriented Academic Literature Data Analysis Tool. Journal of Computer Research and Development (in Chinese), 49(Suppl), 2012.
  11. Weijian Ni, Jun Xu, Yalou Huang, Tong Liu and Jianye Ge. Acronym Extraction Using SVM with Uneven Margins. In Proceedings of the 2nd IEEE Symposium on Web Society (SWS), 2010.
  12. Weijian Ni, Jun Xu, Hang Li, Yalou Huang. Group-based Learning - A Boosting Approach. In Proceedings of the 17th ACM Conference on Information and Knowledge Management (CIKM), 2008.
  13. Weijian Ni, Yalou Huang, Maoqiang Xie. A Query Dependent Ranking Approach to Learning to Rank for Information Retrieval. In Proceedings of the 9th International Conference on Web-Age Information Management (WAIM), 2008.
  14. Weijian Ni, Yalou Huang, Dong Li, Yang Wang. Boosting over Groups and Its Application to Acronym-Expansion Extraction. In Proceedings of the 4th International Conference on Advanced Data Mining and Applications (ADMA), 2008.
  15. Weijian Ni, Yalou Huang. Online Ranking Algorithm based Perceptron with Margins. In Proceedings of the 7th World Congress on Intelligent Control and Automation (WCICA), 2008.
  16. Weijian Ni, Yalou Huang. Extracting and Organizing Acronyms based on Ranking. In Proceedings of the 7th World Congress on Intelligent Control and Automation (WCICA), 2008.
  17. Weijian Ni, Yewei Kang, Haishan Zhao, Yalou Huang. Design and Implementation for Intelligent Transportation Information Collection System. Application Research of Computer (in Chinese), 23(12), 2006.
  18. Weijian Ni, Yalou Huang, Fei Li. An Agglomerative Hierarchical Clustering Algorithm Based on Weighted Representative Points. Computer Science (in Chinese), 32(5), 2005.

Teaching

  • Software Architecture and Design Pattern (Graduated, Undergraduated): Spring 2013, Spring 2012, Spring 2011
  • Software Testing (Undergraduated): Fall 2012, Fall 2011
  • Introduction to Computer Science (Undergraduated): Spring 2011