您现在的位置是: 首页  >  师资队伍  >  教师名录  >  硕士生导师  >  毛先领

硕士生导师

姓名:毛先领
所在学科:计算机科学与技术
职称:
联系电话:68913836
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,ACL、IEEE 和ACM会员;EMNLP等国际会议评审人,国家自然科学基金评审人;IEEE国际会议ISPAN2017的PC Member;已在AAAI,IJCAI, TKDE, CIKM, EMNLP, COLING等国际期刊会议上发表10余篇论文。主要研究机器学习与网络数据挖掘,具体研究Topic Modeling、Learn to Hashing、Question Answering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、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Topic Modeling、Topic Labeling、Question Answering、Learn to Hashing等方向

代表性学术成果

1Xian-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

2Xian-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

3Xian-Ling Mao, Yijing Hao, Dang Wang, Heyan Huang; Query Completion in Community-based Question Answering Search; Neurocomputing, 2016 SCI

4Xiaochi 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, 2016CCF A

5Lili Mei, Heyan Huang, Xiaochi Wei, Xian-Ling Mao; A Novel Unsupervised Method for New Words Extraction; SCIENCE CHINA Information Sciences2016 SCI

6Qiang Zhou, Heyan Huang, Xian-Ling Mao;  An Online Inference Algorithm for Labeled Latent Dirichlet AllocationAPWEB, 2015 CCF C类)

7Xiaochi Wei, Heyan Huang, Chin-Yew Lin, Xin Xin, Xian-Ling Mao, Shangguang Wang: Re-Ranking Voting-Based Answers by Discarding User Behavior Biases. IJCAI, 2015CCF A

8Zhirun Liu, Heyan Huang, Xiaochi Wei, Xian-Ling Mao: Tri-Rank: An Authority Ranking Framework in Heterogeneous Academic Networks by Mutual Reinforce.ICTAI, 2014 CCF C

9Xian-Ling Mao, Jing He, Hongfei Yan, Xiaoming Li; Hierarchical Topic Integration Through Semi-supervised hierarchical Topic ModelingCIKM, 2012  CCF B

10Xian-Ling Mao, Zhao-Yan Ming, Tat-Seng Chua, Hongfei Yan and Xiaoming Li; Automatic Labeling Hierarchical TopicsCIKM, 2012  CCF B

11Xian-Ling Mao, Zhao-Yan Ming, Tat-Seng Chua, Si Li, Hongfei Yan and Xiaoming Li;  SSHLDA: A Semi-Supervised Hierarchical Topic ModelEMNLP, 2012  CCF B

12Xian-Ling Mao, Xiaobing Liu,Nan Di,Xiaoming Li,Hongfei Yan; SizeSpotSigs: An Effective Deduplicate Algorithm Considering the Size of Page ContentPAKDD,2011  CCF C

承担科研情况

1)01/2015 –12/2017  国家自然科学基金:海量实时动态文本流在线主题分析研究,主持

2)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

3)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

4)01/2015 –12/2017  863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

5)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、IEEE、ACL、CCF Member, EMNLP and ICA3pp, Reviewer

备注

招收研究生和大三实习生,邮件联系