彭敏

K体育·(sports)官方网站 人工智能系 人工智能研究所教授 (博导,硕导)

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姓名：彭敏 主页：http://sc.whu.edu.cn/person/minpeng 性别：女 职称：教授 (博导,硕导) 学历学位：博士 电话：027-68775667 办公地点：K体育·(sports)官方网站A516 E-mail：pengm@ whu_dot_edu.cn  领域：人工智能,数据挖掘与分析,信息检索,自然语言处理 招生信息：年度招收硕士0名，招收方向：。 招收博士0名，招收方向：。

研究方向

人工 智能 自然语言处理 数据挖掘

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教育背景

1990-09-01 ～ 1994-07-01 武汉大学 物理与科学技术学院 物理学 学士学位

1999-09-01 ～ 2002-07-01 武汉大学 计算机学院 计算机应用技术 硕士学位

2002-09-01 ～ 2006-07-01 武汉大学 计算机学院 计算机软件与理论 博士学位

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工作经验

2016-至今  武汉大学语言与信息研究中心 主任

2015.10-11  澳大利亚维多利亚大学   访问学者

2011-至今 武汉大学  计算机学院 教授

2009-2011  美国新墨西哥大学电子与计算机工程系 博士后

2006  香港城市大学电子与计算机工程系 访问学者

2004-2017 国家多媒体软件工程技术研究中心  副主任

2005-2010  K体育·(sports)官方网站  副教授

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教授课程

主讲人工智能、自然语言处理、操作系统原理、Windows操作系统内核原理、电子商务技术等课程

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发表论文

Discriminative Regularization with Conditional Generative Adversarial Nets for Semi-Supervised Learning

Hu G , Peng M , Zhang Y	Unsupervised software repositories mining and its application to code search	50(3):299-322	2020	Software: Practice and Experience (SPE) （CCF B类期刊）
Hu G, Peng M, Zhang Y	Neural Joint Attention Code Search over Structure Embeddings for Software Q&A Sites	110773	2020	Journal of Systems and Software (JSS)（CCF B类期刊）
Han W, Peng M, Xie Q	DTC: Transfer Learning for Commonsense Machine Comprehension	396: 102-112.	2020	Neurocomputing （CCF C类期刊）
Han W, Peng M, Xie Q	MSReNet: Multi-step Reformulation for Open-Domain Question Answering	pp.292-304.	2020	International Conference on Natural Language Processing and Chinese Computing (NLPCC)（CCF C类会议）
Li R, Hu G, Peng M.	Hierarchical Embedding for Code Search in Software Q&A Sites	pp.1-10	2020	International Joint Conference on Neural Networks (IJCNN) （CCF C类会议）
M.Peng, Q. Liao, W. Hu	Pattern Filtering Attention for Distant Supervised Relation Extraction via Online Clustering		2019	International Conference on Web Information Systems Engineering （WISE)（CCF C类会议）
Q. Xie, M. Peng, J. Huang			2019	International Joint Conference on Neural Networks (IJCNN), （CCF C类会议）
M Peng, S Ouyang, J Zhu	Emerging Topic Detection from Microblog Streams Based on Emerging Pattern Mining		2018	International Conference on Computer Supported Cooperative Work in Design (CSCWD)
M. Peng, D. Chen, Q.Xie	TopicNet Conversation Model	pp.483-496	2018	International Conference on Web Information Systems Engineering. Springer International Publishing (WISE) （CCF C类会议）
W.Gao, M.Peng, H.Wang, Y.Zhang	Incorporating word embeddings into topic modeling of short texts	pp.1-23	2018	Knowledge and Information Systems (KAIS) （CCF B类期刊）
M. Peng, Q.Xie, H. Wang	Bayesian Sparse Topical Coding	PP(99):1-1	2018	IEEE Transactions on Knowledge & Data Engineering (TKDE) （CCF A类期刊）
M.Peng, W.Gao, H.Wang, Y.Zhang	Parallelization of Massive Textstream Compression Based on Compressed Sensing	Vol.36 pp.1-18	2017	ACM Transactions on Information Systems (TOIS)（CCF A类期刊）
Min Peng, Qianqian Xie	Neural Sparse Topical Coding		2018	Meeting of the Association for Computational Linguistics (ACL)（CCF A会议）
Min Peng, Jiahui Zhu, Hua Wang	Mining Event-oriented Topics in Microblog Stream with Unsupervised Multi-view Hierarchical Embedding		2018	ACM Transactions on Knowledge Discovery from Data (TKDD)  (CCF B类期刊)
G.Tian, J.Huang, M.Peng, J.Zhu, Y.Zhang	Dynamic sampling of text streams and its application in text analysis	Vol.53 No.2 pp.507-531	2017	Knowledge and Information Systems (KAIS) （CCF B类期刊）
M.Peng, G.Zeng, Z.Sun, J.Huang	Personalized app recommendation based on app permissions	pp.1-16	2017	World Wide Web: Internet and Web Information Systems (WWW) （CCF B类期刊）
J.Huang, M.Peng, H.Wang	A probabilistic method for emerging topic tracking in Microblog stream	Vol.20 No.2 pp.325-350	2017	World Wide Web: Internet and Web Information Systems (WWW)（CCF B类期刊）
M.Peng, B. Gao, J.Zhu, J.Huang, M. Yuan, F. Li	High quality information extraction and query-oriented summarization for automatic query-reply in social network	Vol.44 pp.92-101	2016	Expert Systems with Applications (ESWA) （CCF C类期刊）
M.Peng, Q.Xie, J.Huang	Sparse Topical Coding with Sparse Groups	pp.415-426	2016	International Conference on Web-Age Information Management. Springer International Publishing (WAIM) （CCF C类会议）
M.Peng, X.DaI, K.Zhang, G.Zeng	KPCA-WT: An Efficient Framework for High Quality Microblog Extraction in Time-Frequency Domain	pp.304-315	2016	International Conference on Web-Age Information Management. Springer International Publishing (WAIM)  （CCF C类会议）
M.Peng, J.Huang, Z.Sun, S.Wang	Improving Distant Supervision of Relation Extraction with Unsupervised Methods	pp.561-568	2016	International Conference on Web Information Systems Engineering. Springer International Publishing (WISE) （CCF C类会议）
J.Zhu, X. Li,M.Peng,J.Huang, T. Qian, J.Huang, J. Liu, R. Hong, P. Liu	Coherent Topic Hierarchy: A Strategy for Topic Evolutionary Analysis on Microblog Feeds	pp.70-82	2015	International Conference on Web-Age Information Management. Springer International Publishing (WAIM)  （CCF C类会议）
J.Huang,M.Peng,H. Wang	Topic Detection from Large Scale of Short Text Stream with High Utility Pattern Clustering	pp.3-10	2015	International on Conference on Information and Knowledge Management (CIKM)  （CCF  B类会议）
M.Peng,T. Zhang,J.Huang,J.Zhu,J.Huang	Microblog emerging topic detection method based on Regression models and spectral clustering	pp.-	2015	Computer Engineering, SCI
M.Peng,Q. Wang,J.Huang, L. Zhou, X. Hu	Stock Research Reports Classification Based on Sentiment Analysis	pp.124-130	2015	Journal of Wuhan University(Natural Science Edition)
M.Peng,J.Zhu, X. Li,J.Huang, H. Wang, Y. Zhang	Central Topic Model for Event-oriented Topics Mining in Microblog Stream	pp.1611-1620	2015	International on Conference on Information and Knowledge Management (CIKM)  （CCF  B类会议）
M.Peng,H. Fu,J.Huang,J.Huang, J. Liu	High Quality Microblog Extraction Based on Kernel Principal Component Analysis and Wavelet Transformation	pp.-	2015	Computer Engineering, SCI
M.Peng,B. Gao,J.Huang, J. Liu	Automatic Summarization of Microblogs Based on High Quality Information Extraction	pp.36-42	2015	Computer Engineering, SCI
M.Peng, J.Huang,J.Zhu, J.Huang, J. Liu	Mass of short Texts Clustering and Topic Extraction Based on Frequent Itemsets	Vol.52 No.9 pp.1941-1953	2015	Journal of Computer Research and Development
N. Liu,Y. He,F. He,M.Peng, J. Liu	The Method of Chinese Opinion Sentence Extraction and Polarity Identification Based on Sentimental Elements	Vol.765 No.2 pp.1406-1410	2013	Advanced Materials Research
N. Liu, Y. He, Q. Chen,M.Peng, Y. Tian	A New Method for Micro-blog Platform Users Classification Based on Infinitesimal-time	Vol.10 No.9 pp.2569-2579	2013	IEEE Journal of Optical and Communications Networks
K. Liang,M.Peng, S. Khan, A. Rayes, N. Ghani	Lightpath Optimization in Multi-Domain Optical Networks	pp.17-21	2013	IEEE/OSA OFC
K. Liang, H. Alazemi, F. Xu, M.Peng, N. Ghani	An Optimization Approach for Multi-Domain Optical Network Provisioning	Vol.5 No.12 pp.1413-1424	2013	IEEE Journal of Optical and Communications Networks
F. Gu,M.Peng,S. Khan, A. Rayes, N. Ghani	Virtual Network Reconfiguration in Optical Substrate Networks	pp.6-10	2013	IEEE/OSA OFC
M.Peng,J.Huang,N. Ghani,S. Sun,B. Wu,Y. He,W.Wen	Micro-blogger influence analysis based on use feature	Vol.14 No.2 pp.307-314	2013	Journal of Internet Technology
M.Peng,J.Huang,J.Zhu, L. Zhou,H. Fu, Y. He,F. Li	Co-Learning Ranking for Query-based Retrieval	pp.468-477	2013	WISE 2013
M.Peng,J.Huang,H. Fu,J.Zhu, L. Zhou, Y. He, F. Li	High Quality Microblog Extraction based on Multiple Features Fusion and Time-Frequency Transformation	pp.188-201	2013	WISE 2013
J.Huang,C. Li,S. Sun,N. Ghani,M.Peng	A Query Expansion Based on Sentence and Vector Integration Strategy Using Universal Gravitation	Vol.19 No.7 pp.5391-5400	2012	Journal of Information and Computational Science
F. Xu,T. Das,M.Peng,N. Ghani	Evaluation of Post-Fault Restoration Strategies in Multi-Domain Networks	Vol.9 No.2 pp.147-155	2012	Optical Switching and Networking
M.Peng,N. Xiong,J. H. Park,A. V. Vasilakos,J. Zhang	The Weighted Shortest Path Search Based on Multi-Agents in Mobile GIS Services	Vol.12 No.4 pp.302-317	2012	Journal of Wireless Communications and Mobile Computing (WCMC)
Z.Wan, N. Xiong, N. Ghani,M.Peng, Athanasios V. Vasilakos, L. Zhou	Adaptive Scheduling for Wireless Video Transmission in High-Speed Networks	pp.180-185	2011	IEEE INFOCOM 2011 High Speed Networks Workshop
M. Esmaeili,M.Peng, S. Khan, J. Finochietto, Y.Jin, N.Ghani	Multi-Domain DWDM Network Provisioning For Correlated Failures	pp.6-10	2011	IEEE/OSA OFC
F. Xu,M.Peng, A. Rayes, N. Ghani, Ashwin A. Gumaste	Multi-Failure Post-Fault Restoration in Multidomain DWDM Networks	pp.6-10	2011	IEEE/OSA OFC
M.Peng,X. Ma, Y. Tian, Y. Ming, H. Long, Q. Lin	The Web Information Extraction for Update Summarization Based on Shallow Parsing	pp.109-114	2011	3PGCIC
M.Peng,Q. Lin, Y. Tian, M. Yang, Y. Xiao, B. Ni	Query Expansion Based on Conceptual Word Cluster Space Graph	pp.128-133	2011	NISS
M.Peng,M. Yang, S. Sun, H. Long, N. Ghani, B. Ni	A Query Expansion Based on Sentence and Vector Integration Strategy	pp.41-45	2011	NISS
N. Ghania,M. Esmaeilia,H. Wub,Y. Qiaoc,R. Wangd,M.Peng	Service overlays for Ethernet LAN over SONET/SDH	Vol.7 No.2 pp.54-65	2010	Optical Switching and Networking
M. Esmaeili, F. Xu, N. Ghani,C. Xie,M.Peng,Q. Liu	Enhanced Crankback for Lightpath Setup in Multi-Domain Optical Networks	Vol.14 No.5 pp.480-482	2010	IEEE Communications Letters
M. Esmaeili, F. Xu, N. Ghani,M.Peng, Q. Liu	Enhanced Crankback Signaling in Multi-Domain Optical Networks	pp.21-25	2010	IEEE/OSA OFC
F. Xu,M.Peng,M. Esmaeili,N. Ghani,A. Rayes	Multi-Domain Restoration with Crankback IP/MPLS Networks	Vol.8 No.1 pp.68-78	2010	Optical Switching and Networking
F. Xu,M.Peng,M. Esmaeili,N. Ghani	Advanced crankback provisioning for multi-domain networks	pp.209-214	2010	IEEE HPSR
F. Xu,M.Peng,M. Esmaeili, M. Rahnamay-Naeini, S. Khan, N. Ghani,M. Hayat	Post-fault restoration in multi-domain networks with multiple failures	pp.593-598	2010	IEEE MILCOM
F. Xu, T. Das,M.Peng, N. Ghani	Evaluation of Post-Fault Restoration Strategies in Multi-Domain Networks ANTS	pp.43-45	2010	IEEE ANTS
F. Xu, M. Esmaeili, C. Xie, N. Ghani,M.Peng, Q. Liu	Enhanced Crankback Signaling for Multi-Domain Traffic Engineering	pp.23-27	2010	IEEE ICC
M.Peng,J. Zhang, M. Li, Y. Hu, Z. He	The Street View Character Recognition Based on Support Vector Machine	pp.411-415	2009	AIPR
M.Peng,Laurence T. Yang, W. Zhao, N. Xiong	Wireless Service Attributes Classification and Matching Mechanism Based on Decision Tree	pp.12-17	2008	AINA

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科研课题

食品安全大数据智能应用技术研究	2018.12	2021.12	国家重点研发计划子课题，主持
基于无监督知识提取和多关系表示学习的自动问答关键技术研究	2018.1	2021.12	国家自然科学基金面上项目，主持
社会网络的主题演化分析与传播趋势预测研究	2015.1	2018.12	国家自然科学基金面上项目，主持
基于反馈式排序框架F-Rank的查询导向的更新式多文档自动摘要研究	2010.1	2013.12	国家自然科学基金面上项目，主持
可信软件构造理论与方法研究	2012.1	2015.12	国家自然科学基金重点项目，参与
社会网络XXX	2013.1	2013.12	国家部级技术改革项目，主持
XXX分类与挖掘系统	2013.1	2012.12	国家部级技术改革项目，主持
面向证券行业的财经新闻与股市研报文本分析	2014.1	2016.12	横向合作，主持
基于压缩感知的社交网络主题提取与演化分析	2013.1	2015.12	深圳市知识创新计划基础研究项目，主持
基于P2P的网络实时流媒体平台研究与开发	2009.1	2011.12	湖北省教育厅高校产学研合作重点项目，主持
面向中文文本信息融合的句子排序研究	2008.1	2010.12	国家自然科学基金面上项目，参与
微博重要目标及群体分析	2011.3	2012.10	厅级科技计划项目，主持
基于图模型的网页文本自动文摘研究与应用	2009.1	2012.12	湖北省自然科学基金项目，主持
微博信息及目标深度挖掘	2012.7	2013.7	武汉市公安局，主持

研究团队

本课题组核心成员包括1名国家名师、1名教授、1名副教授、1名青年教师以及硕博士研究生35名，团队充满活力和钻研精神，是一支具有较高科研实力和创新思维能力、科研成果丰硕及学科交叉合作深入的科研队伍。项目组成员长期专注于自然语言处理、信息检索、数据挖掘等方面的研究，近五年来，主持了相关领域的国家自然科学基金重点项目1项、国家自然科学基金项目5项，以及省部市级科技计划项目共计26项；近三年发表与本研究紧密相关的SCI/EI/ISTP/核心论文共80篇，其中SCI论文36篇、CCF ABC类国际会议论文和网络通信领域顶级国际会议论文共计19篇；参编著作6部；授权和受理国家发明专利和软件著作权7项。

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知识产权

1.“可信软件的开发方法与技术”，2014年湖北省科技进步一等奖

2. “Web信息获取、分析、测试过程中若干关键技术的研究与实现”，2008湖北省自然科学奖二等奖

3. “基于WRK的Windows操作系统原理实验教学探索”，2008英特尔杯全国计算机教育优秀论文评比，三等奖

4. “Evaluation of Post-Fault Restoration Strategies in Multi-Domain Networks” , Feng Xu, Tamal Das, Min Peng, Nasir Ghani，IEEE ANTS 2010最佳论文

5. “第二届中国创新创业大赛优秀创业团队”，中国招商银行,2013.10（指导老师）

6.  一键报警智能联动平台，“华舟应急杯”湖北省大学生创新设计大赛一等奖。（指导老师）

7.  第一届“讯飞杯”中文机器阅读理解评测(CCL-CMRC2017)，填空类问题（Cloze-style Question）获得第四名。（指导老师）

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学术服务

IEEE CIS ETTC会员

中文信息学会 计算语言学专委会委员

中文信息学会 社会媒体处理专委会委员

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成果展示

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其他

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