Associate Professor

Phone: (027) 87544285

Email: idcliyuhua@hust.edu.cn

Academic Areas: Computer science & Technology

Research Interests:

Yuhua Li is an Associate Professor of School of Computer Science and Technology, Huazhong University of Science and Technology. Her research interests include data mining, Distributed computing and cloud computing. Her current work has concentrated on social network mining, graph mining, data mining for big data, link mining, cloud computing, social computing. She is a reviewer of Natural Science Foundation of China (NSFC) and The National High Technology Research and Development Program of China (863 Program). She is a senior member of China Computer Federation (CCF). She served as PC members of  FSKD'09、CSWC2010、ADMA2011, ADMA2012. She managed several research projects in the past ten years, which were supported by Natural Science Foundation of China (NSFC), National Key Tech R&D Program, National Hi-Tech R&D Program (863) and other large corporations. She has published over 40 papers in authoritative international and national journals and conferences. She teaches computer science & technology courses for the undergraduate students, the post-graduate students and the PhD Candidates and obtain university award for outstanding teaching quality.​

Academic Degrees

PhD in Computer Application Technique, 2006, Huazhong University of Science and Technology.​

Professional Experience

Associate Professor (2003 - present), the college of Computer Science & Technology, Huazhong University of Science and Technology;

Visiting scholar (2014.12- 2015.12), the department of Computer Science, College of Engineering, University of California Santa Barbara;

Senior Engineer (2000-2002), 710th research institute, China Ship building Industry Corporation (CSIC);

Engineer (1992-2000), 710th research institute, China Ship building Industry Corporation (CSIC).

Selected Publications

  1. Dongsheng Duan, Yuhua Li*, Ruixuan Li, Rui Zhang, Xiwu Gu and Kunmei Wen. LIMTopic: A Framework of Incorporating Link based Importance into Topic Modeling. IEEE Transactions on Knowledge and Data Engineering, 2014, 26(10): 2493-2506

  2. Dongsheng Duan, Yuhua Li*, Ruixuan Li, Zhengding Lu, Aiming Wen. MEI: Mutual Enhanced Infinite Community–Topic Model for Analyzing Text-Augmented Social Networks. The Computer Journal, 2013, 56(3): 336-354

  3. Ruixuan Li, Huaqing Li, Xiwu Gu1, Yuhua Li, Wei Ye, Xiaopu Ma. Role Mining Based on Cardinality Constraints. Concurrency and Computation: Practice and Experience, published online: 5 FEB 2015

  4. Yuhua Li, Aiming Wen, Quan Lin, Ruixuan Li, Zhengding Lu. Name Disambiguation in Scientific Cooperation Network by Exploiting User Feedback. Artificial Intelligence Review, 2014,41(4):563-578

  5. Dongsheng Duan, Yuhua Li*, Ruixuan Li, Zhengding Lu. Incremental K-clique clustering in dynamic social networks, Artificial Intelligence Review, Springer, 2012,38(2):129-147

  6. Liang Huang, Ruixuan Li, Hong Chen, Xiwu Gu, KunmeiWen, Yuhua Li. Detecting Network Communities Using Regularized Spectral Clustering Algorithm. Artificial Intelligence Review, Springer, 2014,41(4):579-594

  7. Yuhua Li,Xiao Hailing,Li Dongcai,Li Ruixuan. Research of Dynamic Link Prediction Method Based on Link Importance. Journals of Frontiers of Computer Science and technology, 2012,6(2):134-143,( in Chinese )

  8. Ruixuan Li, Kunmei Wen, Xiwu Gu, Yuhua Li, Xiaolin Sun. Type-2 Fuzzy Description Logic. Frontiers of Computer Science in China, Springer, 2011, 5(2): 205-215

  9. Yuhua Li ,Xiao Hailing, Li Dongcai,Research of Dynamic Link Prediction Method Based on Link Importance, journal of Computer research and development. 2011,s3. (in Chinese)

  10. Quan Lin, Bo Wang ,Yuan Du ,Xuezhi Wang ,Songcan Chen , Yuhua Li*. Disambiguating Authors by Pairwise Classification. Tsinghua Science and Technology, 2010,15(6):11-21

  11. Yuhua Li, Lu Zhengding,Sun Xiaolin,Wen Kunmei,Li Rui-xuan. The Data Mining Ontology Development for High User Usability. Wuhan University Journal of Natural Sciences,2006,11(1):51~55(in Chinese)

  12. Yuhua Li, Lu Zhengding, Liao Zhensong. Research of ontology-based Universal Knowledge Grid, Journal of Huazhong Univ. of Sci. & Tech. (Nature Science Edition),2006,34(3):21-24 (in Chinese)

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Conference Publications

  1. Khaled M. Banafaa, Ruixuan Li, Kunmei Wen, Xiwu Gu, Yuhua Li. Keyword-matched Data Skyline in Peer-to-Peer Systems. The 18th International Conference on Database Systems for Advanced Applications (DASFAA 2013), Wuhan, China, April 22-25, 2013, pp 71-85

  2. Dongsheng Duan, Yuhua Li*, Ruixuan Li, Rui Zhang, Aiming Wen. RankTopic: Ranking Based Topic Modeling. IEEE International Conference on Data Mining (ICDM 2012), Brussels, Belgium, December 10-13, 2012 , pp 211-220 (Acceptance rate: 10.7%, 81/756)

  3. Liang Huang, Ruixuan Li, Yuhua Li, Xiwu Gu, Kunmei Wen, L1-graph based community detection in online social network, The 14th Asia-Pacific Web Conference (APWeb 2012),April 11-13, 2012, Kunming, China,  pp 644-651

  4. Dongsheng Duan, Yuhua Li*, Ruixuan Li, Zhengding Lu, Aiming Wen. MEI: Mutual Enhanced Infinite Generative Model for Simultaneous Community and Topic Detection. The 14th International Conference on Discovery Science (DS 2011), Espoo, Finland, October 5-7, 2011, Volume 6926, pp 91-106

  5. Yuhua Li, Aiming Wen, Quan Lin, Ruixuan Li, Zhengding Lu. Incorporating User Feedback into Name Disambiguation of Scientific Cooperation Network. The 12th International Conference on Web-Age Information Management (WAIM 2011), Wuhan, China, September 14-16, 2011,pp 454-466

  6. Yuhua Li, Quan Lin, Ruixuan Li, Dongsheng Duan. TGP: Mining Top-K Frequent Closed Graph Pattern without Minimum Support. The International Conference on Advanced Data Mining and Applications (ADMA 2010), November 19-21, 2010, pp 537-548

  7. Yan'an Jin, Ruixuan Li, Yi Cai, Qing Li, Ali Daud, Yuhua Li. Semantic Grounding of Hybridization for Tag Recommendation. The 11th International Conference on Web-Age Information Management (WAIM 2010), Jiuzhai Valley, Sichuan, China, July 15-17, 2010, pp 139-150

  8. Dongsheng Duan, Yuhua Li*, Yanan Jin , Zhengding Lu, Community Mining on Dynamic Weighted Directed Graphs, ACM workshop Complex Networks in Information & Knowledge Management (CNIKM 2009) in conjunction with CIKM 2009, Hong Kong, China, November 2-6, 2009.

  9. Yuhua Li, Quan Lin, Gang Zhong, Dongsheng Duan, Yanan Jin, Wei Bi.  A Directed Labeled Graph Frequent Pattern Mining Algorithm based on Minimum Code, the 3rd International Conference on Multimedia and Ubiquitous Engineering (MUE 2009), Qingdao, China JUNE 2009, pp 353-359

  10. Yuhua Li, Dongsheng Duan, Guanghao Hu, Zhengding Lu. Discovering Hidden Group in Financial Transaction Network Using Hidden Markov Model and Genetic Algorithm, the 6th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD'09), Tianjin, China, AUGUST 2009, pp 253-258

Selected Cases

  • Privacy Protection and Security Insurance in Mobile Cloud Services (Supported by NSFC Key Program, U1401258) 2015-2018

  • Sentiment Analysis for Micorblog based on Swarm Intelligence ( Supported by NSFC, 61300222), 2014-2016

  • The research of event detection and popularity forecastingin online social network, (Supported by State Key Laboratory of Software Engineering(SKLSE),SKLSE2012-09-11), 2013-2014, PI

  • The dynamic financial network analysis technique research based on link mining (Supported by NSFC,70771043),2008-2010, PI

  • Key Technologies of Distributed Ciphertext Information Retrieval System (Supported by 863 Program, 2007AA01Z403), 2007-2009

  • The visual tool of link analysis, 2006, PI

  • The Intelligent Tracking and Analyzing System of exceptional trade, 2005 , PI

  • Instrument device and high quality resource sharing system(Supported by Project 211),2005-2005, PI

  • System Platform of Hydrology Forecasting System based on .NET, 2004

  • Decision-making System of The National Foriegn Exchange Management Foreign (Supported by the "tenth-five" national tackle key problem project , 2001BA102A06-11 ), 2002-2003

  • Finance Management Information System, 2002, PI

Awards and Honors

  • The second prize of Award for outstanding teaching quality, 2011, Huazhong University of Science and Technology.

  • The second prize of Award for outstanding teaching quality, 2008, Huazhong University of Science and Technology

  • Basic research contribution award. 2008, School of Computer Science and Technology, Huazhong University of Science and Technology

  • The second prize of Wuhan eleventh excellent natural science papers, 2006, Wuhan Science and Technology Association of Hubei province, Wuhan Science and Technology Bureau.

Courses Taught

  • Computational Thinking, Fall 2014 (Chinese)

    Computational Thinking course opens for the undergraduate students of College of Computer Science and Technology at HUST.

  • Knowledge discovery, Fall 2014 (English and Chinese)

    Knowledge discovery course opens for the undergraduate students of College of Computer Science and Technology at HUST.

  • Methodology of computer science and technology, Fall 2008-2013 (Chinese)

    Methodology of computer science and technology course opens for the undergraduate students of College of Computer Science and Technology at HUST.

  • Electronic Business, Fall 2004, 2006, 2008, 2010, 2013 (Chinese) 

    Electronic Business course opens for the undergraduate students of Computer Science and Technology at HUST.

  • Artificial Intelligence, Fall 2004, 2005 (Chinese)

     The Artificial Intelligence course opens for the undergraduate students of Computer Science and Technology at HUST.

  • Project management, Spring 2010 (English)

    The Project management course opens for the junior college students of School of International Education at HUST.

  • Knowledge discovery and data mining, Fall2011 (English and Chinese)

    Knowledge discovery and data mining opens for the post-graduate students of Computer Science and Technology at HUST.

  • Project management, Fall 2005-2014 (English and Chinese)

    The Project management course opens for the post-graduate students of Computer Science and Technology at HUST.

  • The advanced theses in data mining, Fall 2004-2014 (English and Chinese)

    The Advanced Theses in Data Mining course opens for the PhD Candidates of Computer Science and Technology at HUST.  

  • Semantic Web & Ontology, Fall 2004-2007 (English and Chinese)

    The Semantic Web & Ontology course opens for the PhD candidates of Computer Science and Technology at HUST.

     

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