A Preconditioned Alternating Minimization Framework for Nonconvex and Half Quadratic Optimization. - Shengxiang Deng; Ismail Ben Ayed; Hongpeng Sun (CoRR, 2021)

A Preconditioned Difference of Convex Algorithm for Truncated Quadratic Regularization with Application to Imaging. - Shengxiang Deng; Hongpeng Sun (J. Sci. Comput., 2021)

Period Cycle Optimization of Integrated Energy Systems with Long-Term Scheduling Consideration. - Daoyu Ye; Shengxiang Deng (Algorithms, 2023)

Intelligent control strategy for industrial furnaces based on yield classification prediction using a gray relative correlation-convolutional neural network-multilayer perceptron (GCM) machine learning model. - Hua Guo; Shengxiang Deng; Jingbiao Yang (PeerJ Comput. Sci., 2024)

Hypergradient-free Training for Deep Equilibrium Models. - Yuhan Lin; Shengxiang Deng; Xudong Li (ICASSP, 2025)