个人简历

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

研究领域

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"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"

近期论文

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）
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