Activities

Editorialship

Professional Activities

  • Cluster Chair of ICCOPT 2025.
  • Conference General Chair of INFORMS Optimization Society Conference 2024.
  • Secretary/Treasurer of INFORMS Optimization Society. 2023 — present.
  • Plenary Speaker of Texas Colloquium on Distributed Learning. 2023
  • Semi-Plenary Speaker of XVI International Conference on Stochastic Programming (ICSP). 2023.
  • Session chair (2 sessions) of SIAM Conference on Optimization. 2023.
  • Session chair of NeurIPS 2022.
  • Session chair (3 sessions) of SIAM Conference on Optimization. 2021.
  • Session chair (2 sessions) of ICML 2021.
  • Invited speaker. Mini-symposium on Applications of Low Rank Matrix Completion. The Fields Institute. Toronto, Canada. June 2021.
  • Cluster chair of Nonlinear Optimization at INFORMS Annual Meeting. Maryland. 2020
  • Cluster chair of IOS (INFORMS Optimization Society) conference 2020, Greenville, SC, March 15-17, 2020.
  • Cluster Chair (Nonlinear Optimization) of INFORMS Annual Meeting. Seattle, WA, USA. 2019
  • Vice Chair of Nonlinear Optimization Group of INFORMS Optimization Society. 2019-2020.
  • Session Chair. International Symposium on Mathematical Programming (ISMP), Bordeaux, France, 2018.
  • Session Chair. INFORMS Optimization Conference. Denver, CO, USA. March 2018.
  • Session Chair. SIAM Conference on Optimization. Vancouver, Canada, 2017.
  • Session Chair. The 5th International Conference on Continuous Optimization (ICCOPT), Tokyo, Japan, 2016.
  • Program committee of AAAI 2016.
  • Program committee of Workshop on Robust Subspace Learning and Computer Vision at ICCV 2015.
  • Session Chair (4 sessions). The 22nd International Symposium on Mathematical Programming (ISMP), Pittsburgh, USA, 2015.
  • Council Member for the Mathematical Programming Branch of OR Society of China. 2014-2018
  • Session Chair. The 4th International Conference on Continuous Optimization (ICCOPT), Lisbon, Portugal, 2013.
  • Panelist member of the 2nd International Workshop on Mathematical Issues in Information Sciences, Xi’an, China, 2013.
  • Organizing committee member of the 1st Chongqing Workshop on Computational and Applied Mathematics, Chongqing, China, 2013.
  • Session Chair. The 21st International Symposium on Mathematical Programming (ISMP), Berlin, Germany, 2012.
  • Program Committee. The 18th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Beijing, China, 2012.
  • Session Chair. INFORMS Annual Meeting, Charlotte, NC, USA, 2011.

Referee for Journals

  • Acta Mathematica Scientia
  • Advances in Computational Mathematics
  • Annals of Mathematical Sciences and Applications
  • Annals of Statistics
  • Applied and Computational Harmonic Analysis
  • Calcolo
  • Computational and Applied Mathematics
  • Computational Optimization and Applications
  • Computational Statistics
  • Computational Statistics and Data Analysis
  • Electronic Journal of Linear Algebra
  • Foundations and Trends in Optimization
  • Frontiers of Mathematics in China
  • IEEE Journal of Selected Topics in Signal Processing
  • IEEE Signal Processing Letters
  • IEEE Transactions on Automatic Control
  • IEEE Transactions on Image Processing
  • IEEE Transactions on Information Theory
  • IEEE Transactions on Medical Imaging
  • IEEE Transactions on Neural Networks and Learning Systems
  • IEEE Transactions on Signal Processing
  • IMA Journal of Numerical Analysis
  • Information Sciences
  • INFORMS Journal on Optimization
  • Inverse Problmes and Imaging
  • Inverse Problems in Science and Engineering
  • Journal of American Statistical Association
  • Journal of Computational and Applied Mathematics
  • Journal of Global Optimization
  • Journal of Industrial and Management Optimization
  • Journal of Inverse and Ill-Posed Problems
  • Journal of Machine Learning Research
  • Journal of Operations Research Society of China
  • Journal of Optimization Theory and Applications
  • Journal of Scientific Computing
  • Linear Algebra and its Applications
  • Machine Learning
  • Mathematical Methods of Operations Research
  • Mathematical Programming
  • Mathematical Programming Computation
  • Mathematics of Computation
  • Mathematics of Operations Research
  • Numerical Algorithms
  • Numerical Linear Algebra with Applications
  • Operations Research
  • Optimization
  • Optimization and Engineering
  • Optimization Letters
  • Optimization Methods and Software
  • Pacific Journal of Optimization
  • Pattern Recognition
  • Proceedings of the IEEE
  • Science China Mathematics
  • SIAM Journal on Imaging Sciences
  • SIAM Journal on Mathematics of Data Science
  • SIAM Journal on Matrix Analysis and Applications
  • SIAM Journal on Optimization
  • SIAM Journal on Scientific Computing
  • Signal Processing
  • SMAI J. of Computational Mathematics

Referee for Conferences

  • AAAI
  • AISTATS
  • EUSIPCO
  • GlobalSIP
  • ICCV
  • ICML
  • IEEE International Symposium on Circuits and Systems
  • International conference on Sampling Theory and Applications
  • NeurIPS
  • SIGKDD