何向南教授 中国科学技术大学教授、博导。博士毕业于新加坡国立大学计算机科学专业,致力于信息检索、数据挖掘和机器学习等人工智能领域前沿研究,取得了丰硕的研究成果。在CCF A类会议和期刊发表论文80余篇,谷歌学术引用5000余次,包括国际顶级会议SIGIR、WWW、KDD和顶级期刊TKDE、TOIS、TNNLS等;长期担任这些会议和期刊的审稿人,以及CCIS 2019(云计算与智能系统IEEE国际会议)的程序委员会主席,AI Open期刊编委。研究成果曾获SIGIR 2016最佳论文提名奖、WWW 2018最佳论文提名奖、WWW 2018最佳海报论文奖等,并在多个商业公司的线上系统获得应用,取得积极效果。以负责人主持国家基金委面上项目1项,重点项目1项。 研究方向:推荐系统,信息检索,数据挖掘,机器学习。 获奖荣誉: 2018年WWW最佳论文提名奖 2018年WWW最佳海报论文奖 2018年ACM Multimedia最佳论文Final List 2016年SIGIR最佳论文提名奖 Information Homepage: http://www.comp.nus.edu.sg/~xiangnan Research Interests Big Data Analytics: Information Retrieval, Recommender System, Multimedia, Fintech Computational Social Science: Social Media Analysis, Behavioral Analysis Machine Learning: Deep Learning, Online Learning, Knowledge Graph Working Experience University of Science and Technology of China, Professor Mar 2019 | Present National University of Singapore, Senior Research Fellow Jan 2018 | Mar 2019 National University of Singapore, Research Fellow May 2016 { Dec 2017 Overseas Experience Google Research (Mountain View, US), Intern Jun 2015 { Sep 2015 Developing methods for large-scale context-aware recommender systems. Google (New York, US), Intern Jun 2014 | Sep 2014 Developing local chain mining methods for improving chain search. Teaching Experience I have served as a Teaching Assistant at NUS for the following modules: CS5228 Knowledge Discovery and Data Mining Semester 1 2014/2015 Teaching tutorials, designing course projects, and grading assignments. CS3245 Information Retrieval Semester 2 2013/2014 Grading and helping on lab projects. CS1020 Data Structure and Algorithms Semester 1 2013/2014 Teaching tutorials, designing and grading assignments. Selected Awards WWW 2018 Best Paper Honorable Mention April 2018 WWW 2018 Best Poster Award April 2018 ACM SIGIR 2016 Best Paper Honorable Mention July 2016 Research Achievement Award (aka the Dean's Graduate Award) Oct 2014 ACM SIGIR 2014 Student Travel Grant July 2014 National University of Singapore Research Scholarship 2011 - 2015 IBM Chinese Excellent Student Scholarship Oct 2010 National Scholarship (top scholarship for Chinese undergraduates) Oct 2010 Shanghai Innovation Fund (as the team leader) May 2010 Publications Published: 4 tutorials, 7 journal papers, and 45 conference papers Impact: 2200+ citations, h-index: 23, and i10-index: 34 My Google scholar page: https://scholar.google.com.sg/citations?user=X45Go24AAAAJ&hl=en indicates that the paper is done my the Ph.D. or intern student mentored by me. |