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TEAM professors Xianghua Fu

Xianghua Fu

Personal profile

Xianghua Fu is currently a professor and postgraduate director with the College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, P.R. China. He also is the vice director of the department of the computer science and technology. Prof. He received his doctor degree in computer science and technology from Xi’an Jiaotong University in 2005.From December 2005 to now, He always served in Shenzhen University. He led a project of the National Natural Science Foundation, and several projects of the Science and Technology Foundation of Shenzhen City. His research interests include natural language processing, data mining, information retrieval, and natural language processing.

Education experience

Ph.D in Computer Science, School of Electronic and Information Engineering, Xi’an Jiaotong University, Xi’an, P.R. China


work experience

December 2005 – present, Lecturer, association Professor, Professor of the department of computer science and technology, Shenzhen University


Research direction

Data Mining and Machine Learning: text mining, natural language processing, probabilistic graph modeling, deep learning, social media analysis, information retrieval, and data analysis of the Internet of Things.

Other

Scientific achievements 

Journal Articles

        [1] Xianghua Fu, Wangwang Liu, Yingying Xu, Laizhong Cui. Combine HowNet lexicon to train phrase recursive autoencoder for  sentence-level sentiment analysis, Neurocomputing, 241(7), 2017, 18-27

[2] Xianghua Fu, Jianqiang Li, Kun Yang, Laizhong Cui, Lei Yang. Dynamic Online HDP model for discovering evolutionary topics from Chinese social texts, Neurocomputing, 171, 2016, 412-424

[3] Jianqiang Li, Jing Li, Xianghua Fu, M.A. Masud, Joshua Zhexue Huang. Learning distributed word representation with multi-contextual mixed embedding. Knowledge-Based Systems 106 (2016) 220-230

[4] Laizhong Cui, Peng Ou, Xianghua Fu, Zhenkun Wen, Nan Lu. A novel multi-objective evolutionary algorithm for recommendation systems. Journal of Parallel and Distributed Computing, http://dx.doi.org/10.1016/j.jpdc.2016.10.014

[5] Laizhong Cui, Linyong Dong, Xianghua Fu, Zhenkun Wen, Nan Lu and Guanjing Zhang. A video recommendation algorithm based on the combination of video content and social network. Concurrency and Computation Practice and Experience. (2016) DOI: 10.1002/cpe.3900 

[6] Laizhong Cui, Lili Sun, Xianghua Fu, Nan Lu, Guanjing Zhang. Exploring A Trust Based Recommendation Approach for Videos in Online Social Network. Journal of Signal Processing System DOI 10.1007/s11265-016-1116-7

[7] Xianghua Fu, Kun Yang, Joshua Zhexue Huang, Laizhong Cui. Dynamic non-parametric joint sentiment topic mixture model, Knowledge-Based Systems, 82, 2015, 102-114 

[8] Xianghua Fu, Guo Liu, Yanyan Guo, Zhiqiang Wang. Mulit-aspect Sentiment Analysis for Chinese Online Social Reviews Based on Topic Modeling and HowNet Lexicon [J]Knowledge-Based Systems. 2013,37(1):186-195  

[9] Xianghua Fu, Liandong Liu, Chao Wang. Detection of Community Overlap According to Belief Propagation and Conflict. Physica A: Statistical Mechanics and its Applications. 392(4):2013, 941-952  

[10] Xianghua Fu, Chao Wang, Zhiqiang Wang, Zhong Ming. Threshold Random Walkers for Community Detection in Complex Networks. Journal of Software, 2013,8(2):286-295

[11] Xianghua Fu, Guo Liu, Yanyan Guo, Wubiao Guo. Multi-aspect Topic Sentiment Analysis for Chinese Blogs. Journal of Chinese Information Processing. 2013, 27(1):47-55 (in Chiese)

[12] Xianghua Fu, Dongjian Chen, Zhiqiang Wang. Depth First Frequent Itemset Mining Based on Bittable and Inverted Index. Journal of Chinese Computer Systems, 2012,33(8):1747-1751 (in Chinese)

[13] Xianghua Fu, Wubiao Guo, Guo Liu, Zhiqiang Wang. Chinese Blog Classification Based on Minimum Enclosing Ball. Computer Engineering, 2012 38(23):162-165 (in Chinese)

[14] Xianghua Fu, Chao Wang, Zhiqiang Wang, Zhong Ming. Scalable Community Discovery Based on Threshold Random Walk. Journal of Computational Information System. 2012, 8(11):8953-8960  

[15] Xianghua Fu, Jianqiang Li, Wenfeng Du, Zhiqiang Wang. Semi-supervised Manifold-ranking-based Image Retrieval with Low-rank Nyström Approximation. ACTA AUTOMATICA SINICA, 2011,37(7): 787-793   in Chinese                 

[16] Xianghua Fu, Dongjian Chen, Zhiqiang Wang, Zhong Ming. Query Topic Classification Based on Index Terms Association Expansion. Journal of Computational Information System.2011,7(12): 5535- 5544                   

[17] Xianghua Fu, Guo Liu, Dongjian Chen. Large Scale Chinese Web Page Classification Training by Selected Core Subset. Journal of Chinese Computer Systems, 2011,32(8):1608-1612 (in Chinese)

 

Conference Articles

[1] Xianghua Fu, Wangwang Liu, Yingying Xu, Chong Yu, Ting Wang. Long Short-term Memory Network over Rhetorical Structure Theory for Sentence-level Sentiment Analysis. Proceedings of The 8th Asian Conference on Machine Learning, pp. 17-32, 2016

[2] Xianghua Fu, Ting Wang, Jing Li, Chong Yu, Wangwang Liu. Improving Distributed Word Representation and Topic Model by Word-Topic Mixture Model. Proceedings of The 8th Asian Conference on Machine Learning, pp. 190-205, 2016 

[3] Xianghua Fu, Haiying Wu, Laizhong Cui. Topic Sentiment Joint Model with Word Embeddings. Proceedings of DMNLP, Workshop at ECML/PKDD, Riva del Garda, Italy, 2016

[4] Xianghua Fu, Yingying Xu. Recursive Autoencoder with HowNet Lexicon for Sentence-Level Sentiment Analysis. Proceedings of the ASE BigData & SocialInformatics 2015

[5] Laizhong Cui, Genghui Li, Xianghua Fu, Nan Lu. CPPStreaming: a Cloude-assisted Peer-to-Peer Live Streaming System. HPCC 2015, 7-13

[6] Xianghua Fu, Yanyan Guo, Wubiao Guo, Zhiqiang Wang: Aspect and Sentiment Extraction Based on Information-Theoretic Co-clustering. ISNN 2012, LNAI(7368): 326-335 

[7] Xianghua Fu, Xueping Guo, Chao Wang, Zhiqiang Wang: Overlapping community discovery based on core nodes and LDA topic modeling. FSKD 2012: 1325-1329

[8] Xianghua Fu, Guo Liu, Yanyan Guo, Wubiao Guo. Multi-aspect Blog Sentiment Analysis Based on LDA Topic Model and Hownet Lexicon. Lecture Notes in Computer Science, Web Information Systems and Mining (WISM2011), 2011, (6988): 131-138

[9] Xianghua Fu, Liandong Liu, Tianxue Gong, Lan Tao. Improving Text Classification with concept Index Terms and Expansion Terms. Lecture Notes in Computer Science, Advances in Neural Networks –8th International Symposium on Neural Networks (ISNN 2011), 2011 (6677): 485-492.   

[10] Xianghua Fu, Dongjian Chen, Xueping Guo, Chao Wang. Query Classification Based on Index Association Rule Expansion. Lecture Notes in Computer Science, Web Information Systems and Mining (WISM2011), 2011, (6988): 311-318.

 

Books

[1] Laizhong Cui, Xianghua Fu, Nan Lu. Computer Networks and Next-generation Internet. Tsinghua University Press,2015

[2] Ping Cai, Yan Zhang, Zhiqiang Wang, Xianghua Fu. Advanced Applications of Office Softwares. Higher Education Press,2014

[3] Zhiqiang Wang, Xianghua Fu, Wenfeng Du. Fundament to Multimedia Applications. Higher Education Press, 2012

[4] Guoliang Chen, Zhiqiang Wang, Rui Mao, Yan Zhang. Introduction to  Computational Thinking. Higher Education Press,2012.

[5] Zhiqiang Wang, Xianghua Fu, Zhengping Liang. Introduction to Computers. Tsinghua University Press, 2007

 

 

Research Projects

[1] Research on Key Technologies of Dynamic Public Opinion Content Monitoring for Large Scale Social Media, project of the National Natural Science Foundation of China No. 61472258, January 2015 - December 2018.

[2] Research on Semi-supervised Manifold Learning and its Application on Web Mining, project of the Natural Science Foundation of Guangdong Province No.7301329, October 2007 – October 2009. 

[3] Research on Dynamic Content Analysis for Large Scale Social Media, project of Science and Technology Foundation of Shenzhen City No.JCYJ20140509172609162January 2015 – December 2016.

[4] Sentiment Analysis to Online Reviews with Non-parametric Bayesian Models and Multi-Contexts, project of Science and Technology Foundation of Shenzhen City No. JC201105160498A, January 2012 – December 2013. 

[5] Research on the Intelligence Analysis of Public Opinion in Knowledge Sharing Based Online Social Network, project of Science and Technology Foundation of Shenzhen City No. JC201005280463A,January 2011 – December 2012.

 

Awards

[1] Zhong Ming, Zhiqiang Wang, Guoliang Chen, Zhijiao Xiao, Xianghua Fu. Multi-Dimensions and Stereo Innovative Personnel Training System for Computer Science and Technology,the First Prize of the Seventh Guangdong Teaching Achievement2014.

[2] Zhiqiang Wang, Xianghua Fu et al. Multimedia Technology and its Applications, Excellent Course of Guangdong Province, 2010.

 

Professional Services

Committee Member of Engineering Technology Committee, Augmented Reality Engineering Technology Center of Electronic Business in Guangdong Province

Journal Reviewer of Knowledge-Based Systems, Neurocomputing, Acta Electronica Sinica, Acta Automatica Sinica, Journal on Communications 


Doctoral tutor

  • Prof. Zhexue Huang

    Prof. Zhexue Huang

    Guangdong Province leading talent Shenzhen University Chair Professor State In..
  • Prof. Zhong Ming

    Prof. Zhong Ming

    Shenzhen Pengcheng scholar Professor Secondary Shenzhen University professor E..
  • Prof. Xizhao Wang

    Prof. Xizhao Wang

    Prof. Xizhao Wang,Ph.D., ProfessorI,EEE Fellow,Springer magazine Machine Learnin..

Research project

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