Feng Xu

徐 锋

Feng Xu

博士,教授(博导)
Ph.D., Professor
南京大学计算机科学与技术系
Department of Computer Science and Technology, Nanjing University
南京市栖霞区仙林大道163号
163# Xianlin Road, Nanjing 210023, Jiangsu, China
计算机系楼817
Computer Building 817
E-mail:
Tel: +86 25 83686590

Research interests

  • Software Defect Localization
  • Data Mining
  • Recommender Systems
  • Trust Management

Some recent publications

  • Shijie Tang, Yuan Yao, Suwei Zhang, Feng Xu, Tianxiao Gu, Hanghang Tong, Xiaohui Yan, and Jian Lu, “An Integral Tag Recommendation Model for Textual Content”, in The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19) , 2019.
  • Suwei Zhang, Yuan Yao, Feng Xu, Hanghang Tong, Xiaohui Yan, and Jian Lu, “Hashtag Recommendation for Photo Sharing Services”, in The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19) , 2019.
  • Yaojing Wang, Yuan Yao, Hanghang Tong, Feng Xu, and Jian Lu, “A Brief Review of Network Embedding”, Big Data Mining and Analytics , 35–47, 2019.
  • Yaojing Wang, Yuan Yao, Hanghang Tong, Xuan Huo, Min Li, Feng Xu, and Jian Lu, “Bug Localization via Supervised Topic Modeling”, in 2018 IEEE International Conference on Data Mining (ICDM) , 607–616, 2018.
  • Yong Wu, Shengqu Xi, Yuan Yao, Feng Xu, Hanghang Tong, and Jian Lu, “Guiding supervised topic modeling for content based tag recommendation”, Neurocomputing , 479–489, 2018.
  • Yuan Yao, Hanghang Tong, Guo Yan, Feng Xu, Xiang Zhang, Boleslaw K Szymanski, and Jian Lu, “Dual-regularized one-class collaborative filtering with implicit feedback”, World Wide Web , 1–31, 2018.
  • Lun Zhao, Yuan Yao, Guibing Guo, Hanghang Tong, Feng Xu, and Jian Lu, “Team Expansion in Collaborative Environments”, in Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) , 713–725, 2018.
  • Shengqu Xi, Yuan Yao, Xusheng Xiao, Feng Xu, and Jian Lu, “An Effective Approach for Routing the Bug Reports to the Right Fixers”, in The Tenth Asia-Pacific Symposium on Internetware , 11, 2018.
  • Jian Lu, Feng Xu, Hanghang Tong, and Yuan Yao, “Feature Generation for Graphs and Networks”, in Feature Engineering for Machine Learning and Data Analytics , 167–188, 2018.
  • Yuan Yao, Hanghang Tong, Feng Xu, and Jian Lu, “Scalable Algorithms for CQA Post Voting Prediction”, IEEE Transactions on Knowledge and Data Engineering (TKDE) , 1723–1736, 2017.
  • Xiaofei Zhang, Yuan Yao, Yaojing Wang, Feng Xu, and Jian Lu, “Exploring Metadata in Bug Reports for Bug Localization”, in The 24th Asia-Pacific Software Engineering Conference (APSEC) , 328–337, 2017.
  • Yuan Yao, Wayne Xin Zhao, Yaojing Wang, Hanghang Tong, Feng Xu, and Jian Lu, “Version-aware rating prediction for mobile app recommendation”, ACM Transactions on Information Systems (TOIS) , 38, 2017.
  • Yuan Yao, Hanghang Tong, Feng Xu, and Jian Lu, “On the Measurement and Prediction of Web Content Utility: A Review”, ACM SIGKDD Explorations Newsletter , 1–12, 2017.
  • Yong Wu, Yuan Yao, Feng Xu, Hanghang Tong, and Jian Lu, “Tag2word: Using tags to generate words for content based tag recommendation”, in The 25th ACM international on conference on information and knowledge management (CIKM) , 2287–2292, 2016.

Teaching

Awards

  • 2006: 国家科技进步二等奖
  • 2010: 教育部高校优秀科研成果技术发明一等奖

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