彭敏 (武汉大学计算机学院 计算机科学系 人工智能研究所 )
- 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： 武汉大学计算机学院A516
- E-mail： pengm ▇ whu_dot_edu.cn 请手工替换符号
- 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：。
人工 智能 自然语言处理 数据挖掘
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
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 武汉大学计算机学院 副教授
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
| 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 | Discriminative Regularization with Conditional Generative Adversarial Nets for Semi-Supervised Learning2019 | 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,M.Peng,N. Ghani,A. Gumastec,J. Finochiettod | Enhanced Crankback Signaling for Multi-Domain IP/MPLS Networks | Vol.33 No.18 pp.2215-2223 | 2010 | Computer Communications |
| 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 |
| 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 |
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。
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）
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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