CHEN Qingcai
Rm.303B, HIT Campus, Shenzhen University Town, Xili, Nanshan District, Shenzhen, P.R.China (518055)
Qingcai’s research interests include Machine Learning, Pattern Recognition, Natural Language Processing, Information Retrieval and Speech Processing.
Ph.D. degree in computer application, Harbin Institute of Technology
M.E. degree in solid mechanics , Harbin Institute of Technology
B.E. degree in engineering mechanics, Harbin Institute of Technology
12.10 -
Professor,Harbin Institute of Technology Shenzhen Graduate School
PhD Supervisor,Harbin Institute of Technology Shenzhen Graduate School
04.9 - 12.9
Associate Professor,Harbin Institute of Technology Shenzhen Graduate School
03.9 – 04.9
Senior Software Engineer, Intel (China) Ltd.
Associate Prof., Harbin Institute of Technology Shenzhen Graduate School
Prof., Harbin Institute of Technology Shenzhen Graduate School
Visiting Researcher, The Hongkong Polytechnic University
The National Natural Science Foundation of China, Research on Key Techniques of Web Information Active Integration Method, (Principle Investigator), 2012.01-2015.12
The National Natural Science Foundation of China, Research on the Key Techniques in Hybrid Information Sources Interactive Model. (Principle Investigator), 2008.01-2010.12
The National Natural Science Foundation of China, Research on Web Knowledge Service Oriented Dynamic Semantics Analysis for Chinese. (Second Named Co-Investigator), 2010.01-2012.12
The National High-Tech Research and Development Program of China (863 Program). (PI of Subproject), NLP Based Intelligent Search Engine
The National Natural Science Foundation of China, Research on Hybrid-architecture Network Oriented Heterogeneous Information Gathering and Retrieval Techniques. (Second Named Co-Investigator).
Selected Journal Papers:
[1] Hu B, Tang B, Chen Q*, et al. A Novel Word Embedding Learning Model Using the Dissociation between Nouns and Verbs [J]. Neurocomputing, 2015.
[2] Liu S, Tang B, Chen Q*, et al. Feature Engineering for Drug Name Recognition in Biomedical Texts: Feature Conjunction and Feature Selection[J]. Computational and mathematical methods in medicine, 2015.
[3] Shusen Zhou, Qingcai Chen, and Xiaolong Wang. Active deep learning method for semi-supervised sentiment classification. Neurocomputing. 2014.05.05, Vol. 131, 312–322. SCI: 2.005
[4] Shusen Zhou, Qingcai Chen, and Xiaolong Wang. Active Semi-Supervised Learning Method with Hybrid Deep Belief Networks. PLOS ONE. 2014.09, Vol.9(No.9), 在线发表,DOI: 10.1371/journal.pone.0107122. SCI: 3.534
[5] Hongzhi. Guo, Qincai Chen*, Lei Cui, Xiaolong Wang. Tolerance Rough Set Based Attribute Extraction Approach for Multiple Semantic Knowledge Base Integration, International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems,19(4), 2011(SCI,IF:1.147)
[6] Wang Xiaolong, Chen Qingcai, Daniel S.Yeung. Mining Chinese Pinyin-to-character Conversion Rules from Large-scale Corpus: A Rough Set Approach. IEEE Trans. on SMC PartB. Vol.34 (2), 2004: 834-844 (SCI, IF: 2.2)
[7] Shusen Zhou*, Qingcai Chen, and Xiaolong Wang. Convolutional Deep Networks for Visual Data Classification, Neural Processing Letters (NEPL), 2013, Vol.38(1), pp 17-27 (SCI, IF: 0.75)
[8] Shusen Zhou, Qingcai Chen*, and Xiaolong Wang. Handwritten ChineseText Editing and Recognition System, Multimedia Tools and Applications (MTA), 2014, Vol.71 (3), pp.1363-1380 (SCI, IF: 0.617)
[9] Yan Liu, Shusen Zhou, Qingcai Chen*. Discriminative deep belief networks for visual data classification, Pattern Recognition, 2010 (SCI, IF:3.0)
[10] Qingcai Chen*, Xialong Wang, Pengfei Su, Yi Yao. Auto adapted English Pronunciation Evaluation: A Fuzzy Integral Approach, IJPRAI, 22(1), 153-168 (SCI, IF: 0.6)
[11] Xianjun Meng*, Qingcai Chen, Xiaolong Wang. Contextual Frequent Words Mining for Chinese Text Clustering. International Journal of Computer Sciences and Engineering Systems, 3(3), 2009
[12] Xianjun Meng*, Qingcai Chen, Xiaolong Wang, A Tolerance Rough Set Based Semantic Clustering Method for Web Search Results, Information Technology Journal, 2009
Buzhou Tang, Hongxin Cao, Xiaolong Wang, Qingcai Chen, Hua Xu. Evaluating Word Representation Features in Biomedical Named Entity Recognition Tasks. Biomed Research International, 2015, SCI
Selected Conference Papers:
1. Baotian Hu, Qingcai Chen, Fangze Zhu. LCSTS: A Large Scale Chinese Short Text Summarization Dataset [C]. EMNLP 2015 (Short Paper), 2015.
2. Xiaoqiang Zhou, Baotian Hu, Qingcai Chen, Xiaolong Wang. Answer Sequence learning with Neural Networks for Answer Selection in Community Question Answering. In ACL-IJCNLP (Short Paper) 2015.
3. Baotian Hu, Zhengdong Lu, Hang Li, Qingcai Chen, Convolutional Neural Network Architectures for Matching Natural Language Sentences, NIPS 2014, Dec.11, 2014
4. Dandan Wang, Qingcai Chen, Xiaolong Wang, Bingyang Yu. Automatic Corpora Construction for Text Classification. IJCNLP2013, Nagoya, Japan, 14-18 October 2013.
5. Liu S, Chen Q, Guan S, et al. Mining Recipes in Microblog[C]//Asian Language Processing (IALP), 2013 International Conference on. IEEE, 2013: 29-32.
6. Shusen Zhou, Qingcai Chen*, and Xiaolong Wang. Active Deep Networks for Semi-Supervised Sentiment Classification, COLING 2010, August 23-27, Beijing, China, 2010 (EI)
7. Shusen Zhou, Qingcai Chen* and Xiaolong Wang. HIT-OR3C: A Opening Recognition Corpus for Chinese Characters, June 9-11, 2010, Boston, MA, USA, 2010 (EI)
8. Shusen Zhou, Qingcai Chen*, and Xiaolong Wang. Deep Quantum Networks for Classification. ICPR 2010. August 23-26, 2010, Istanbul, Turkey, 2010 (EI)
9. Jun Xu, Qing-Cai Chen, Xiao-LongWang, Zhong-Yu Wei. One-Class Classification Models For Financial Industry Information Recommendation, ICMLC 2010, Qingdao, China, 2010 (EI)
10. Bo Yuan, Qingcai Chen, Xiaolong Wang, Liwei Han. Extracting Event Temporal Information based on Web, 2009 Second International Symposium on Knowledge Acquisition and Modeling, Nov 30-Dec 01,2009, pp.346-350, Wuhan, China (EI)
11. Bo Yuan, Qing-cai Chen*, Xiao-long Wang, Li-bo Liu. Semantic Annotation Based Financial Web Information Reorganization, IWWIP 2010, Qingdao, China, 2010 (EI)
12. Hongzhi Guo, Qingcai Chen, Xiaolong Wang, Zhiyong Wang, Yonghui Wu. STRank: A SiteRank Algorithm using Semantic Relevance and Time Frequency, In Proceeding of the 2009 IEEE International Conference on Systems Man and Cybernetics (SMC 2009), October 11-14, 2009, San Antonio, Texas, USA, 2009 (EI)
13. Hongzhi Guo, Qingcai Chen, Lei Cui, Xiaolong Wang. An Interactive Semantic Knowledge Base Unifying Wikipedia and HowNet, In Proceeding of the Seventh International Conference on Information, Communications and Signal Processing 2009, December 8-10, 2009, Macau, China, 2009 (EI)
2012.10, Harbin Institute of Technology Shenzhen Graduate School, Professor
PhD Supervisor
2011.04,PhD Supervisor, Harbin Institute of Technology Shenzhen Graduate School