沈华伟

  • 余春燕
  • 发布于 2015-09-10
  • 4139
  • 沈华伟
  • 沈华伟,博士,助理研究员,硕士生导师。主要研究方向:社会网络分析和网络信息传播,数据挖掘和机器学习。2010年毕业于中国科学院计算技术研究所(以下简称为“中科院计算所”),获工学博士学位。毕业后就职于中科院计算所网络数据研究中心,担任网络分析和社会计算基础研究组组长。因科研成果突出,先后获得中国科学院院长特别奖、中国科学院优秀博士论文奖、中国计算机学会优秀博士论文提名奖、中国科学院大学和Springer优秀博士论文奖,并被评为中科院计算所“学术百星”,入选首届中国科学院青年创新促进会。并获得国家科技进步二等奖一次、中国电子学会科学技术一等奖一次。

       

     

    研究方向:
    社会网络分析和网络信息传播,数据挖掘和机器学习

     

     

     

    代表论著:

      Phys. Rev. EPLoS ONE等本领域的SCI 国际学术刊物和WWWWSDMCIKMIJCAI等本领域重要国际会议上发表论文50余篇,累计引用560余次。在网络社区结构分析方面研究成果突出,先后在Phys. Rev. EJ. Stat. Mech.Physica ASCI 索引的国际刊物上发表论文11 篇,SCI 引用100余次,包括来自NaturePhysics Reports 等顶级学术刊物论文的引用。先后担任WSDM等多个国际会议的PC member,是 TKDDJ. Stat. Mech.Physica AChina ScienceJCST 等国际SCI学术刊物的审稿人。代表性的研究成果如下:

        专著

      [1].   Hua-Wei Shen. Community structure of complex networks, Springer, ISBN 978-3-642-31821-4, 2013.

       

      译著

      [2].   沈华伟. 《链接》. 浙江人民出版社, ISBN: 978-7-213-05655-0, 2013.

       

      国际期刊论文

      [3].   Hua-Wei Shen, Xue-Qi Cheng, Jia-Feng Guo. Exploring the structural regularities in networks. Physical Review E, 84(5):056111, 2011.

      [4].   Hua-Wei Shen, Xue-Qi Cheng, Bin-Xing Fang. Covariance, correlation matrix and the multi-scale community structure of networks. Physical Review E, 82(1): 016114, 2010.

      [5].   Hua-Wei Shen, Xue-Qi Cheng, Jia-Feng Guo. Quantifying and identifying the overlapping community structure in networks. Journal of Statistical Mechanics, P07042, 2009.

      [6].   Hua-Wei Shen, Xue-Qi Cheng. Spectral methods for the detection of network community structure: a comparative analysis. Journal of Statistical Mechanics, P10020, 2010.

      [7].   Huawei Shen, Xueqi Cheng, Kai Cai, Mao-Bin Hu. Detect overlapping and hierarchical community structure in networks. Physica A, 388(8):1706-1712, 2009.

      [8].   Hua-Wei Shen, Xue-Qi Cheng, Yuan-Zhuo Wang, Yixin Chen. A dimensionality reduction framework for detection of multiscale structure in heterogeneous networks. Journal of Computer Science and Technology, 27(2): 341-357, 2012.

      [9].   Xue-Qi Cheng, Hua-Wei Shen. Uncovering the community structure associated with the diffusion dynamics on networks. Journal of Statistical Mechanics, P04024, 2010.

      [10].Xiao-Qian Sun, Hua-Wei Shen, Xue-Qi Cheng. Trading network predicts stock price. Scientific Reports, 4: 3711, 2014.

      [11].Xiao-Qian Sun, Hua-Wei Shen, Xue-Qi Cheng, Zhao-Yang Wang. Degree-strength correlation reveals anomalous trading behavior. PLoS ONE, 7(10): e45598, 2012

      [12].Peng Bao, Hua-Wei Shen, Wei Chen, Xueqi Cheng. Cumulative effect in information diffusion: empirical study on a microblogging network. PLoS ONE, 8(10): e76027, 2013.

      [13].Fu-Xin Ren, Hua-Wei Shen, Xue-Qi Cheng. Modeling the clustering in citation networks. Physica A, 391(12): 3533-3539, 2012.

      [14].Xiao-Qian Sun, Xue-Qi Cheng, Hua-Wei Shen, Zhao-Yang Wang. Distinguishing manipulated stocks via trading network analysis. Physica A, 390(20): 3427-3434, 2011.

      [15].Xue-Qi Cheng, Fu-Xin Ren, Hua-Wei Shen, Zi-Ke Zhang, Tao Zhou. Bridgeness: A Local Index on Edge Significance in Maintaining Global Connectivity. Journal of Statistical Mechanics, P10011, 2010.

      [16].Wei Chen, Jan Nagler, Xueqi Cheng, Xiaolong Jin, Huawei Shen, Zhiming Zheng, Raissa M. D’Souza. Phase transitions in supercritical explosive percolation. Physical Review E, 87: 052130, 2013.

      [17].Li Wang, Jiang Wang, Hua-Wei Shen, Xue-Qi Cheng. An improvement of the fast uncovering community algorithm. Chinese Physics B, 22(10): 108903, 2013.

      [18].Xueke Xu, Xueqi Cheng, Songbo Tan, Yue Liu, Huawei Shen. Aspect-level opinion mining of online customer reviews. China Communications, 10(3): 25-41, 2013.

       

      国际会议论文

      [19].Suqi Cheng, Huawei Shen, Junming Huang, Guoqing Zhang, Xueqi Cheng. StaticGreedy: solving the scalability-accuracy dilemma in influence maximization, Proceedings of the 22nd ACM International Conference on Information and Knowledge Management (CIKM 2013), pp. 509-518, October 2013, San Francisco, California.

      [20].Shenghua Liu, Fuxin Li, Fangtao Li, Xueqi Cheng, Huawei Shen. Adaptive Co-Training SVM for Sentiment Classification on Tweets. Proceedings of the 22nd ACM International Conference on Information and Knowledge Management (CIKM 2013), pp. 2079-2088, October 2013, San Francisco, California.

      [21].Peng Bao, Hua-Wei Shen, Junming Huang, Xue-Qi Cheng. Popularity prediction in microblogging network: A case study on Sina weibo. Proceedings of the 22nd International Conference on World Wide Web (WWW 2013), pp. 177-178, May 13-17, 2013, Rio de Janeiro, Brazil.

      [22].Junming Huang, Xue-Qi Cheng, Hua-Wei Shen, Tao Zhou, Xiaolong Jin. Exploring social influence via posterior effect of word-of-mouth recommendations. Proceedings of the 5th ACM International Conference on Web Search and Data Mining (WSDM 2012), pp. 573-582, February 2012, Seattle, Washington.

      [23].Chao He, Xueqi Cheng, Jiafeng Guo, Huawei Shen. Multi-select faceted navigation based on minimum description length principle. Proceedings of the 22nd International Joint Conference on Artificial Intelligence (IJCAI 2011), pp. 1690-1696, July 2011, Barcelona, Spain.

      [24].Xiaofei zhu, Jiafeng Guo, Xueqi Cheng, Pan Du, Huawei Shen. A unified framework for recommending diverse and relevant queries. Proceedings of the 20th International Conference on World Wide Web (WWW 2011), pp. 37-46, March 2011, Hyderabad, India.

      [25].Jiafeng Guo, Xueqi Cheng, Gu Xu, Hua-Wei Shen. A structured approach to query recommendation with social annotation data. Proceedings of the 19th ACM International Conference on Information and Knowledge Management (CIKM 2010), pp. 619-628, October 2010, Toronto, Canada.

      [26].Junming Huang, Xue-Qi Cheng, Jiafeng Guo, Hua-Wei Shen, Kun Yang. Social recommendation with interpersonal influence. Proceedings of the Nineteenth European Conference on Artificial Intelligence (ECAI 2010), pp. 601-606, August 2010, Lisbon, Portugal.

      [27]. Jiafeng Guo, Xueqi Cheng, Huawei Shen, Shuo Bai. Exploiting collaboratively annotated data for automatic annotation. Proceedings of ACM WWW 2009 Workshop on Content Analysis in Web 2.0, April 2009, Madrid, Spain.

      [28].Tong Man, Hua-Wei Shen, Xue-Qi Cheng. The untold story behind the recommendation in micro-blogging network. Proceedings of the 2nd International Conference on Social Computing and Its Applications (SCA 2012), pp. 760-764, November 1-3, Xiangtan, Hunan, China, 2012.

      [29].Haijun Zhai, Jiafeng Guo, Qiong Wu, Xueqi Cheng, Huawei Shen, Jin Zhang. Query classification based on regularized correlated topic model. Proceedings of the International Conference on Web Intelligence (WI 2009), pp. 552-555, September 2009, Milan, Italy.

      [30].Haiqiang Chen, Huawei Shen, Jin Xiong, Songbo Tan, Xueqi Cheng. Social network structure behind the mailing lists: ICT-IIIS at TREC 2006 expert finding track. Proceedings of the Fifteenth Text REtrieval Conference (TREC 2006), 2006.

     

    承担科研项目情况:

      科研项目(部分):

      [1].      国家自然科学基金青年项目,“面向在线社会网络的异质关系多尺度社区分析研究”

      [2].      国家自然科学基金面上项目,“面向社会信息网络的社区分析研究”

      [3].      国家自然科学基金重点项目,“在线社会关系网络的挖掘与分析”

      [4].      北京市自然科学基金面上项目,“大规模异质关系网络的多尺度社区分析研究”

      [5].      973项目,“社交网络分析和网络信息传播基础研究”

     

    学科类别:
    计算机应用技术

     

    所属部门:
    网络数据科学与工程研究中心

     

    专家类别:
    副高