Xinwang LIU

Professor with the school of computer, National University of Defense Technology (NUDT), Changsha, Hunan, China.

My research interests include kernel learning, multi-view clustering, deep clustering analysis and some related topics.

Please drop me a message if you also have interests with me by my email: xinwangliu@nudt.edu.cn or 1022xinwang.liu@gmail.com.

Education

  • Jan. 2020 - present, Professor, National University of Defense Technology (NUDT).
  • Jan. 2019 - Dec. 2019, Associate Professor, National University of Defense Technology (NUDT).
  • Jan. 2014 – Dec. 2018, Assistant Researcher, National University of Defense Technology (NUDT).
  • Jun. 2014--Feb. 2015, Visiting Fellow, University of Wollongong, Australia.
  • Oct. 2011--Nov. 2013, Visiting PhD student of University of Wollongong (UoW) & University of Technology Sydney (UTS), Australia.
  • Sep. 2010--Sep. 2011, Visiting PhD student of research school of information science and engineering, The Australian National University, Canberra, Australia.
  • Feb. 2009-- Aug. 2010, PhD student of school of computer, National University of Defense Technology (NUDT).
  • Sep. 2006--Dec. 2008, Master, student of school of computer, National University of Defense Technology (NUDT), Changsha, Hunan, China.
  • Sep. 2002--July. 2006, Bachelor, school of computer, Chongqing Technology and Business University (CTBU), Chongqing, China.

Representative Work

  1. Xinwang Liu, Miaomiao Li, Chang Tang, Jingyuan Xia, Jian Xiong, Li Liu, Marius Kloft and En Zhu: Efficient and Effective Incomplete Multi-view Clustering. IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI). (Accepted Feb 14th, 2020)
  2. Xinwang Liu, Lei Wang, Xinzhong Zhu, Miaomiao Li, En Zhu, Tongliang Liu, Li Liu, Yong Dou and Jianping Yin: Absent Multiple Kernel Learning Algorithms. IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI). (Accepted Jan. 2019)
  3. Xinwang Liu, Xinzhong Zhu, Miaomiao Li, Lei Wang, En Zhu, Tongliang Liu, Marius Kloft, Dinggang Shen, Jianping Yin and Wen Gao: Multiple Kernel k-means with Incomplete Kernels. IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI). (Accepted Jan. 2019)
  4. Xinwang Liu, Xinzhong Zhu, Miaomiao Li, Lei Wang, Chang Tang, Jianping Yin, Dinggang Shen, Huaimin Wang and Wen Gao: Late Fusion Incomplete Multi-view Clustering. IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI) 41(10): 2410-2423 (2019)
  5. Xinwang Liu, Lei Wang, Jian Zhang, Jianping Yin and Huan Liu: Global and Local Structure Preservation for Feature Selection. IEEE T-NNLS 25(6): 1083-1095 (2014)