个人简介
2002年9月至2006年7月重庆大学计算机学院本科，获得计算机科学与技术学士学位，被评为重庆市优秀大学毕业生；2006年9月至2011年7月在中国科学院计算技术研究所硕博连读，获得计算机软件与理论专业博士学位，被评为中国科学院研究生院优秀毕业生并获得中国科学院院长奖学金优秀奖；2011年7月留所工作，任助理研究员；2012年度被评为计算所优秀研究人员；2013年10月被聘为中国科学院计算技术研究所副研究员。2013年8月至今中国人工智能学会机器学习专委会委员
近期论文
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Fuzhen Zhuang, Ping Luo, Zhiyong Shen, Qing He, Yuhong Xiong, Zhongzhi Shi, Hui Xiong: Mining Distinction and Commonality across Multiple Domains Using Generative Model for Text Classification. IEEE Trans. Knowl. Data Eng. 24(11): 2025-2039 (2012).（SCI）
Fuzhen Zhuang, Ping Luo, Hui Xiong, Yuhong Xiong, Qing He, Zhongzhi Shi: Cross-Domain Learning from Multiple Sources: A Consensus Regularization Perspective. IEEE Trans. Knowl. Data Eng. 22(12): 1664-1678 (2010).(SCI)
Fuzhen Zhuang, Ping Luo, Changying Du, Qing He, Zhongzhi Shi: Triplex transfer learning: exploiting both shared and distinct concepts for text classification. IEEE TSMC-Part B, 2013.(Accepted)(SCI Source)
Fuzhen Zhuang, George Karypis, Xia Ning, Qing He, Zhongzhi Shi: Multi-view learning via probabilistic latent semantic analysis. Inf. Sci. 199: 20-30 (2012).(SCI)
Fuzhen Zhuang, Ping Luo, Qing He, Zhongzhi Shi: Inductive Transfer Learning for Unlabeled Target-domain via Hybrid Regularization. Chinese Science Bulletin, Springer, 2009, 54:2470-2478.(SCI)
Fuzhen Zhuang, Ping Luo, Hui Xiong, Qing He, Yuhong Xiong, Zhongzhi Shi: Exploiting associations between word clusters and document classes for cross-domain text categorization. Statistical Analysis and Data Mining 4(1):100-114 (2011).(EI)
Wenjuan Luo, Fuzhen Zhuang, Qing He, Zhongzhi Shi: Exploiting relevance, coverage, and novelty for query-focused multi-document summarization. Knowl.-Based Syst. 46:33-42 (2013).(SCI)
Qing He, Tianfeng Shang, Fuzhen Zhuang, Zhongzhi Shi: Parallel extreme learning machine for regression based on MapReduce. Neurocomputing 102:52-58 (2013).(SCI)
Xin Jin, Yongquan Liang, Dongping Tian, Fuzhen Zhuang: Particle swarm optimization using dimension selection methods. Applied Mathematics and Computation 219(10):5185-5197 (2013).(SCI)
Qing He , Changying Du , Qun Wang , Fuzhen Zhuang , Zhongzhi Shi : A parallel incremental extreme SVM classifier. Neurocomputing 74 (16): 2532-2540 (2011).(SCI)
Fuzhen Zhuang, Ping Luo, Peifeng Yin, Qing He, Zhongzhi Shi: Concept Learning for Cross-Domain Text Classification: A General Probabilistic Framework. IJCAI 2013:1960-1966.(EI)
Fuzhen Zhuang, Ping Luo, Changying Du, Qing He, Zhongzhi Shi: Triplex transfer learning: exploiting both shared and distinct concepts for text classification. WSDM 2013:425-434.(EI)
Fuzhen Zhuang, Ping Luo, Zhiyong Shen, Qing He, Yuhong Xiong, Zhongzhi Shi: D-LDA: A Topic Modeling Approach without Constraint Generation for Semi-defined Classification. ICDM 2010:709-718. (EI)
Fuzhen Zhuang, Ping Luo, Zhiyong Shen, Qing He, Yuhong Xiong, Zhongzhi Shi, Hui Xiong: Collaborative Dual-PLSA: mining distinction and commonality across multiple domains for text classification. CIKM 2010:359-368. (among 8 best papers, student travel award) (EI)
Fuzhen Zhuang, Ping Luo, Hui Xiong, Qing He, Yuhong Xiong, Zhongzhi Shi: Exploiting Associations between Word Clusters and Document Classes for Cross-Domain Text Categorization. SDM 2010:13-24. (among 12 best papers) (EI)
Xin Jin, Fuzhen Zhuang, Shuhui Wang, Qing He, Zhongzhi Shi: Shared Structure Learning for Multiple Tasks with Multiple Views. ECML/PKDD (2) 2013:353-368.(EI)
Changying Du, Fuzhen Zhuang, Qing He, Zhongzhi Shi: Multi-task Semi-supervised Semantic Feature Learning for Classification. ICDM 2012:191-200.(EI)
Wenjuan Luo, Fuzhen Zhuang, Qing He, Zhongzhi Shi: Quad-tuple PLSA: Incorporating Entity and Its Rating in Aspect Identification. PAKDD (1) 2012:392-404.(EI)
Xudong Ma, Ping Luo, Fuzhen Zhuang, Qing He, Zhongzhi Shi, Zhiyong Shen: Combining Supervised and Unsupervised Models via Unconstrained Probabilistic Embedding. IJCAI 2011:1396-1401.(EI)
Ping Luo, Fuzhen Zhuang, Hui Xiong, Yuhong Xiong, Qing He: Transfer learning from multiple source domains via consensus regularization. CIKM 2008:103-112.(EI)
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