刘盛华

中国科学院计算技术研究所

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  • 刘盛华
  • 副研究员
简历:
2006年9月-2007年12月,美国加州大学洛杉矶分校(UCLA),访问,研究助理.2005年8月-2010年7月,清华大学,硕士、博士学位.2001年8月-2005年6月,西安电子科技大学,学士学位.最新更新参见国科大教师主页:http://210.76.211.71/~sliu
研究方向:

数据挖掘,应用机器学习,在线社会网络

社会任职:
PC member:The Thirtieth AAAI Conference on Artificial Intelligence (AAAI-16).Reviewer:IEEE Transactions on Knowledge and Data Engineering(TKDE), ACM Transactions on Knowledge Discovery from Data(TKDD),计算机学报,JCST(Journal of Computer Science and Technology)专委会委员:中文信息学会“社会媒体处理(SMP,Social Media Processing)”(2013- ).
获奖及荣誉:
2012年度中国科学院计算所优秀研究人员2010年清华大学优秀博士论文二等奖2009年微软亚洲学者(MSRA Fellowship 2009)2009年清华大学计算机系学术新秀
代表论著:

代表性论文和专利(选自27余篇会议和期刊发表论文,其中12篇第一作者,7项受理或授权专利)

Shenghua Liu, Xueqi Cheng, Fuxin Li, Fangtao Li, “TASC: Topic-Adaptive Sentiment Classification on Dynamic Tweets,” IEEE Transactions on Knowledge and Data Engineering (TKDE), Vol. 27, No. 6, June 2015, pp. 1696-1709. Yongqing Wang, Huawei Shen,Shenghua Liu and Xueqi Cheng. Learning user-specific latent influence and susceptibility from information cascades. The 29th AAAI Conference on Artificial Intelligence (AAAI-15). Austin, USA, 2015:477-483.Shenghua Liu, Xueqi Cheng, Fangtao Li, “Ranking Tweets by Labeled and Collaboratively Selected Pairs with Transitive Closure,” In Proc. of Twenty-Eighth Conference on Artificial Intelligence (AAAI-14), 2014: 1235-1241. Shenghua Liu, Fuxin Li, Fangtao Li, Xueqi Cheng and Huawei Shen, “Adaptive Co-Training SVM for Sentiment Classification on Tweets,” In Proc. of ACM International Conference on Information and Knowledge Management (CIKM), 2013: 2079-2088. Fangtao Li, Sheng Wang, Shenghua Liu, Ming Zhang, “SUIT: A Supervised User-Item based Topic model for Sentiment Analysis,” In Proc. of Twenty-Eighth Conference on Artificial Intelligence (AAAI-14), 2014:1636-1642. Yongqing Wang, Huawei Shen, Shenghua Liu, Xueqi Cheng, “Learning user-specific latent influence and susceptibility from information cascades,” In Proc. of Twenty-Nine Conference on Artificial Intelligence (AAAI-15), 2015. Shenghua Liu, Wenjun Zhu, Ning Xu, Fangtao Li, Xueqi Cheng, Yue Liu and Yuanzhuo Wang, “Co-training and Visualizing Sentiment Evolvement for Tweet Events,” In Proc. of the 22nd international conference on World Wide Web (WWW) (Companion Volume), 2013: 105-106. Zhankun Huang, Shenghua Liu, Xueqi Cheng, Pan Du, “Ranking Tweets with Local and Global Consistency Using Rich Features,” In Proc. of the Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) 2014: 298-309.Xiaohui Yan, Jiafeng Guo, Shenghua Liu, Xueqi Cheng, “Learning Topics in Short Texts by Non-negative Matrix Factorization on Term Correlation Matrix”, In Proc. of the SIAM International Conference on Data Mining (SDM), 2013: 749-757. Xiaohui Yan, Jiafeng Guo, Shenghua Liu, Xueqi Cheng, Yanfeng Wang: Clustering short text using Ncut-weighted non-negative matrix factorization. In Proc. of the 21st ACM international conference on Information and knowledge management. ACM (CIKM) Short, 2012: 2259-2262.Shenghua Liu, Guoqiang Chen, Tom Tong Jing, Lei He, Tianpei Zhang, Robi Dutta, Xian-Long Hong, “Substrate Topological Routing for High Density Packages,” IEEE trans. on Computer Aided Design, Vol.28, No.2, 2009, pp207-216. Shenghua Liu, Guoqiang Chen, Tom Tong Jing, Lei He, Robi Dutta, Xian-Long Hong, “Effective Congestion Reduction for IC Package Substrate Routing,” ACM Trans. on Design Automation of Electronic System, Vol. 15, Issue 3, 2010. Shenghua Liu, Guoqiang Chen, Tom Tong Jing, Lei He, Tianpei Zhang, Robi Dutta, Xian-Long Hong, “Topological Routing to Maximize Routability for Package Substrate,” In Proc. of 45th ACM/EDAC/IEEE Design Automation Conference (DAC), Anaheim, June 2008, pp.566-569. Shenghua Liu, Guoqiang Chen, Tom Tong Jing, Lei He, Robi Dutta, Xian-Long Hong, “Diffusion-Driven Congestion Reduction for Substrate Topological Routing”, In Proc. of International Symposium on Physical Design (ISPD SIGDA) 2009, Mar. 2009, pp175-180. Shenghua Liu, Yuchun Ma, Xian-Long Hong, Yu Wang, “Simultaneous Slack Budgeting and Retiming for Synchronous Circuits Optimization”, In Proc. of 15th Asia and South Pacific Design Automation Conference (ASP-DAC), 2010, pp. 49-54. (Best paper candidate) [US patent] 'DYNAMIC PUSH FOR TOPOLOGICAL ROUTING OF SEMICONDUCTOR PACKAGES', Guoqiang Chen, Kaushik Sheth, Egino Sarto, and Shenghua Liu, Filing Date: June 6, 2008, Patent number 8006216, Issue date Aug. 23, 2011.
承担科研项目情况:

承担科研项目(部分)

2016,国家自然科学基金面上(61572467),刘盛华(主持)、杜攀、伍大勇等.2013,国家自然基金青年基金(61202213),刘盛华(主持)、冯凯、王砚峰等. 2015,国家自然科学基金面上,沈华伟、陈海强、刘盛华等.2015-2017, 作为科研骨干参与国家重点基础研究发展计划(973计划)的一项课题.
学科类别:
计算机科学与技术
所属部门:
中国科学院网络数据科学与技术重点实验室
专家类别:
副高
杰青入选时间:
百人入选时间:
其他备注:
硕导计算机软件与理论
其他备注2:
其他备注3: