Defeng Sun

发表

Fast Algorithms for Large-Scale Generalized Distance Weighted Discrimination

Kim-Chuan Toh, J. S. Marron, Xin Yee Lam, 2016, 1604.05473.

An exact algorithm for the unidirectional quay crane scheduling problem with vessel stability

Andrew Lim, Lixin Tang, Roberto Baldacci, 2021, Eur. J. Oper. Res..

Solving the OSCAR and SLOPE Models Using a Semismooth Newton-Based Augmented Lagrangian Method

Kim-Chuan Toh, Naihua Xiu, Ziyan Luo, 2018, J. Mach. Learn. Res..

A Proximal Point Dual Newton Algorithm for Solving Group Graphical Lasso Problems

Kim-Chuan Toh, Ning Zhang, Defeng Sun, 2019, SIAM J. Optim..

A Convergent Proximal Alternating Direction Method of Multipliers for Conic Programming with 4-Block Constraints

Kim-Chuan Toh, Liuqin Yang, Defeng Sun, 2014 .

On the R-superlinear convergence of the KKT residuals generated by the augmented Lagrangian method for convex composite conic programming

Kim-Chuan Toh, Ying Cui, Defeng Sun, 2017, Math. Program..

Adaptive Sieving with PPDNA: Generating Solution Paths of Exclusive Lasso Models

Defeng Sun, Kim-Chuan Toh, Yancheng Yuan, 2020, 2009.08719.

Estimation of sparse Gaussian graphical models with hidden clustering structure

Defeng Sun, Chengjing Wang, Kim-Chuan Toh, 2020, 2004.08115.

Efficient Sparse Semismooth Newton Methods for the Clustered Lasso Problem

Yong-Jin Liu, Kim-Chuan Toh, Defeng Sun, 2018, SIAM J. Optim..

Color name TLD1

Liang Xiao, Bin Dai, Defeng Sun, 2015, 2015 IEEE International Conference on Information and Automation.

On the equivalence of inexact proximal ALM and ADMM for a class of convex composite programming

Kim-Chuan Toh, Liang Chen, Xudong Li, 2018, Math. Program..

Best Nonnegative Rank-One Approximations of Tensors

Kim-Chuan Toh, Defeng Sun, Shenglong Hu, 2018, SIAM J. Matrix Anal. Appl..

A Fast Globally Linearly Convergent Algorithm for the Computation of Wasserstein Barycenters

Lei Yang, Kim-Chuan Toh, Jia Li, 2018, J. Mach. Learn. Res..

A dual Newton based preconditioned proximal point algorithm for exclusive lasso models

Defeng Sun, Kim-Chuan Toh, Yancheng Yuan, 2019 .

An efficient Hessian based algorithm for solving large-scale sparse group Lasso problems

Kim-Chuan Toh, Ning Zhang, Defeng Sun, 2017, Mathematical Programming.

Learning Graph Laplacian with MCP pdf

Defeng Sun, Kim-Chuan Toh, Yangjing Zhang, 2020, ArXiv.

SDPNAL+: A Matlab software for semidefinite programming with bound constraints (version 1.0)

Kim-Chuan Toh, Defeng Sun, Yancheng Yuan, 2017, Optim. Methods Softw..

Application of dynamic game principal-agent model to manage municipal solid waste

Bao Xi, Xiuhua Zhang, Defeng Sun, 2012 .

Computing the Best Approximation over the Intersection of a Polyhedral Set and the Doubly Nonnegative Cone

Kim-Chuan Toh, Defeng Sun, Ying Cui, 2018, SIAM J. Optim..

Integrated storage space allocation and ship scheduling problem in bulk cargo terminals

Lixin Tang, Jiyin Liu, Defeng Sun, 2016 .

An Asymptotically Superlinearly Convergent Semismooth Newton Augmented Lagrangian Method for Linear Programming

Kim-Chuan Toh, Xudong Li, Defeng Sun, 2020, SIAM J. Optim..

On the efficient computation of a generalized Jacobian of the projector over the Birkhoff polytope

Kim-Chuan Toh, Xudong Li, Defeng Sun, 2017, Mathematical Programming.

Integrated whole genome microarray analysis and immunohistochemical assay identifies COL11A1, GJB2 and CTRL as predictive biomarkers for pancreatic cancer

Defeng Sun, Jun Zhang, X. Tan, 2018, Cancer Cell International.