論文

• Tianxiang Liu, Ivan Markovsky, Ting Kei Pong, Akiko Takeda. A hybrid penalty method for a class of optimization problems with multiple rank constraints, SIAM Journal on Matrix Analysis and Applications, Sept. 2020.  公式リンク  
  
• Tianxiang Liu, Ting Kei Pong, Akiko Takeda. A refined convergence analysis of pDCAe with applications to simultaneous sparse recovery and outlier detection, Computational Optimization and Applications, Jan. 2019.  公式リンク  
  
• Tianxiang Liu, Ting Kei Pong, Akiko Takeda. A successive difference-of-convex approximation method for a class of nonconvex nonsmooth optimization problems, Mathematical Programming, Sept. 2018.  公式リンク  
  
• Guoyin Li, Tianxiang Liu, Ting Kei Pong. Peaceman–Rachford splitting for a class of nonconvex optimization problems, Computational Optimization and Applications, May 2017.  公式リンク  
  
• Tianxiang Liu, Ting Kei Pong. Further properties of the forward–backward envelope with applications to difference-of-convex programming, Computational Optimization and Applications, Feb. 2017.  公式リンク  
  

国際会議発表 (査読なし・不明)

• Tianxiang Liu, Ivan Markovsky, Ting Kei Pong, Akiko Takeda. A hybrid penalty method for a class of optimization problems with multiple rank constraints, NACA-ICOTA2019, Aug. 2019.
• Tianxiang Liu, Ting Kei Pong, Akiko Takeda. A successive difference-of-convex approximation method with applications to control problems, ICCOPT 2019, Aug. 2019.
• Tianxiang Liu, Ting Kei Pong, Akiko Takeda. A successive difference-of-convex approximation method for a class of nonconvex nonsmooth optimization problems, 23rd International Symposium on Mathematical Programming, July 2018.
• Tianxiang Liu, Ting Kei Pong, Akiko Takeda. A successive difference-of-convex approximation method for a class of nonconvex nonsmooth optimization problems, 29th European Conference on Operational Research, July 2018.
• Tianxiang Liu, Ting Kei Pong. Further properties of the forward-backward envelope with applications to difference-of-convex programming, SIAM Conference on Optimization 2017, May 2017.

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