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博士生导师

姓名:毛先领
所在学科:计算机科学与技术
职称:副教授
联系电话:
E-mail:maoxl@bit.edu.cn
通信地址:北京理工大学中教1001房

个人信息

男,北京大学理学博士学位,博士生导师,副教授。ACL、IEEE 和ACM会员;ACM TOIS (SCI 一区),ACM TIST (SCI 一区)、Information Sciences (SCI 二区)、EMNLP (CCF B)、WWWJ(CCF B)等国际著名期刊和会议评审人;SIGIR 2018 (CCF A)和IJCAI 2018 (CCF A)程序委员会委员;已在AAAI,IJCAI, TKDE, CIKM, EMNLP, COLING等国际期刊会议上发表10余篇论文。主要研究深度学习、机器学习与网络数据挖掘,具体研究Deep Neural Computing、Topic Modeling、 Question Answering和Learn to Hashing等方向。曾于2011.2~2012.2在新加坡国立大学访问研究。所指导学生已在百度、华为、阿里、滴滴研究院、小米科技、中科院信工所、英国爱丁堡大学等IT公司或科研院所就业或者继续深造。

科研方向

主要研究机器学习与网络数据挖掘,具体研究Deep Learning、Topic Modeling、 Question Answering、Learn to Hashing等方向

代表性学术成果

1)Dan Wang, Heyan Huang, Chi Lu, Bo-Si Feng, Liqiang Nie, Guihua Wen, Xian-Ling Mao; Supervised Deep Hashing for Hierarchical Labeled Data; AAA 2018 (CCF A类)

2)Xian-Ling Mao,Bo-Si Feng, Yi-Jing Hao, Liqiang Nie, Heyan Huang, Guihua Wen ; S2JSD-LSH: A Locality-Sensitive Hashing Schema for Probability Distributions; AAAI 2017 (CCF A类)

3)Yi-Kun Tang, Xian-Ling Mao, Heyan Huang; Labeled Phrase Latent Dirichlet Allocation and its Online Learning Algorithm; Data Mining and Knowledge Discovery, 2017 (SCI, 3.16)

4)Yi-Kun Tang, Xian-Ling Mao, Heyan Huang, Xuewen Shi, Guihua Wen, Conceptualization topic modeling; Multimedia Tools & Applications , 2017(SCI, 1.53)

5)Xian-Ling Mao, Yi-Jing Hao, Qiang Zhou, Wenqing Yuan, Liner Yang, Heyan Huang; A Novel Fast Framework for Topic Labeling Based on Similarity-preserved Hashing; COLING, 2016 (CCF B类

6)Xian-Ling Mao, Yijing Hao, Dang Wang, Heyan Huang; Query Completion in Community-based Question Answering Search; Neurocomputing, 2016 (SCI, 3.317)

7)Xiaochi Wei, Heyan Huang, Liqiang, Nie, Hanwang Zhang,Xian-Ling Mao, Tat-Seng Chua; I Know What You Want to Express: Sentence Element Inference by Incorporating External Knowledge Base; TKDE, 2016(CCF A类

8)Lili Mei, Heyan Huang, Xiaochi Wei, Xian-Ling Mao; A Novel Unsupervised Method for New Words Extraction; SCIENCE CHINA Information Sciences,2016 (SCI

9)Xiaochi Wei, Heyan Huang, Chin-Yew Lin, Xin Xin, Xian-Ling Mao, Shangguang Wang: Re-Ranking Voting-Based Answers by Discarding User Behavior Biases.; IJCAI, 2015(CCF A类

10)Xian-Ling Mao, Zhao-Yan Ming, Tat-Seng Chua, Si Li, Hongfei Yan and Xiaoming Li;  SSHLDA: A Semi-Supervised Hierarchical Topic Model;EMNLP, 2012  (CCF B类

11)Xian-Ling Mao, Jing He, Hongfei Yan, Xiaoming Li; Hierarchical Topic Integration Through Semi-supervised hierarchical Topic Modeling;CIKM, 2012  (CCF B类

12)Xian-Ling Mao, Zhao-Yan Ming, Tat-Seng Chua, Hongfei Yan and Xiaoming Li; Automatic Labeling Hierarchical Topics;CIKM, 2012  (CCF B类

承担科研情况

1)01/2018 –12/2021 国家自然科学基金面上项目:融入概念的高效主题分析框架与关键技术研究,主持

2)01/2015 –12/2017 国家自然科学基金青年项目:海量实时动态文本流在线主题分析研究,主持

3)01/2014 –12/2014北理工基础研究:基于表示学习和哈希相似性的跨媒体检索关键技术的研究,主持

4)01/2015 –12/2015北理工基础研究:针对高维度概率数据的降维方法研究, 主持

5)01/2015 –12/2017863重大项目: 基于海量知识的语言信息智能理解与推理关键技术,核心骨干

6)01/2014 –12/2015  电子发展基金: 基于自然语音人机交互的信息搜索系统研发和产业化,核心骨干

所获奖励

社会兼职

ACM TOIS (SCI 一区),ACM TIST (SCI 一区)、Information Sciences (SCI 二区)、EMNLP (CCF B)、WWWJ(CCF B)等国际著名期刊和会议评审人;中文信息学会青工委委员,ACL、IEEE 和ACM会员;SIGIR 2018 (CCF A)和IJCAI 2018 (CCF A) 等多个国际会议的PC Member。

备注

招收研究生和大三实习生,邮件联系