Urban Traffic Flow Forecasting Based on Adaptive Hinging Hyperplanes. - Yang Lu; Jianming Hu; Jun Xu 008; Shuning Wang (AICI, 2009)

Nonlinear model predictive control using adaptive hinging hyperplanes model. - Jun Xu 008; Xiaolin Huang; Shuning Wang (CDC, 2009)

Adaptive hinging hyperplanes and its applications in dynamic system identification. - Jun Xu 008; Xiaolin Huang; Shuning Wang (Autom., 2009)

Identification algorithm for standard continuous piecewise linear neural network. - Xiaolin Huang; Jun Xu 008; Shuning Wang (ACC, 2010)

Stability analysis of planar continuous piecewise linear systems. - Jun Xu 008; Xiaolin Huang; Shuning Wang (ACC, 2010)

Operation optimization for centrifugal chiller plants using continuous piecewise linear programming. - Xiaolin Huang; Jun Xu 008; Shuning Wang (SMC, 2010)

Continuous piecewise linear programming via concave optimization and genetic algorithm. - Xiangming Xi; Jun Xu 008; Xiaomu Mu; Shuning Wang (CDC, 2012)

The hill detouring method for minimizing hinging hyperplanes functions. - Xiaolin Huang; Jun Xu 008; Xiaomu Mu; Shuning Wang (Comput. Oper. Res., 2012)

Nonlinear system identification with continuous piecewise linear neural network. - Xiaolin Huang; Jun Xu 008; Shuning Wang (Neurocomputing, 2012)

Exact Penalty and Optimality Condition for Nonseparable Continuous Piecewise Linear Programming. - Xiaolin Huang; Jun Xu 008; Shuning Wang (J. Optim. Theory Appl., 2012)

Irredundant lattice piecewise affine representations and their applications in explicit model predictive control. - Jun Xu 008; Ton J. J. van den Boom; Bart De Schutter (CDC, 2014)

Optimization based on adaptive hinging hyperplanes and genetic algorithm. - Jun Xu 008; Xiangming Xi; Shuning Wang (IEEE Congress on Evolutionary Computation, 2014)

Irredundant lattice representations of continuous piecewise affine functions. - Jun Xu 008; Ton J. J. van den Boom; Bart De Schutter; Shuning Wang (Autom., 2016)

Minimal Conjunctive Normal Expression of Continuous Piecewise Affine Functions. - Jun Xu 008; Ton J. J. van den Boom; Bart De Schutter; Xiong-Lin Luo (IEEE Trans. Autom. Control., 2016)

Fast Adaptive Hinging Hyperplanes. - Qinghua Tao; Jun Xu 008; Johan A. K. Suykens; Shuning Wang (CDC, 2018)

An Improved Coordinate Update Method for the Identification of Adaptive Hinging Hyperplanes Model. - Qinghua Tao; Jun Xu 008; Shuning Wang; Li Li 013 (ICCAE, 2018)

Multilevel Lattice Piecewise Linear Representation and Its Application in Explicit Predictive Control. - Yixuan Wang; Zhen Li 032; Jun Xu 008; Jiangang Li (ASCC, 2019)

Log-sum-exp Optimization based on Continuous Piecewise Linearization Techniques. - Xiangming Xi; Jun Xu 008; Yunjiang Lou (ICCA, 2020)

Efficient hinging hyperplanes neural network and its application in nonlinear system identification. - Jun Xu 008; Qinghua Tao; Zhen Li 032; Xiangming Xi; Johan A. K. Suykens; Shuning Wang (Autom., 2020)

Learning with continuous piecewise linear decision trees. - Qinghua Tao; Zhen Li 032; Jun Xu 008; Na Xie; Shuning Wang; Johan A. K. Suykens (Expert Syst. Appl., 2021)

Lattice Trajectory Piecewise Linear Method for the Simulation of Diode Circuits. - Jiade Wang; Jun Xu 008; Shuning Wang (IEEE Trans. Circuits Syst. I Regul. Pap., 2021)

Correlation-Based Transformer Tracking. - Minghan Zhong; Fanglin Chen 001; Jun Xu 008; Guangming Lu (ICANN (1), 2022)

Data-driven approximation of control invariant set for linear system based on convex piecewise linear fitting. - Jun Xu 008; Fanglin Chen 001 (CoRR, 2022)

Short-Term Traffic Flow Prediction Based on the Efficient Hinging Hyperplanes Neural Network. - Qinghua Tao; Zhen Li 032; Jun Xu 008; Shu Lin 002; Bart De Schutter; Johan A. K. Suykens (IEEE Trans. Intell. Transp. Syst., 2022)

Toward Deep Adaptive Hinging Hyperplanes. - Qinghua Tao; Jun Xu 008; Zhen Li 032; Na Xie; Shuning Wang; Xiaoli Li 011; Johan A. K. Suykens (IEEE Trans. Neural Networks Learn. Syst., 2022)

Image-Text Retrieval With Cross-Modal Semantic Importance Consistency. - Zejun Liu; Fanglin Chen 001; Jun Xu 008; Wenjie Pei; Guangming Lu (IEEE Trans. Circuits Syst. Video Technol., 2023)

Sparsity via Sparse Group k-max Regularization. - Qinghua Tao; Xiangming Xi; Jun Xu 008; Johan A. K. Suykens (ACC, 2024)

OrthCaps: An Orthogonal CapsNet with Sparse Attention Routing and Pruning. - Xinyu Geng; Jiaming Wang; Jiawei Gong; Yuerong Xue; Jun Xu 008; Fanglin Chen 001; Xiaolin Huang (CVPR, 2024)

Multi-agent Reinforcement Traffic Signal Control based on Interpretable Influence Mechanism and Biased ReLU Approximation. - Zhiyue Luo; Jun Xu 008; Fanglin Chen 001 (CoRR, 2024)

Modeling Output-Level Task Relatedness in Multi-Task Learning with Feedback Mechanism. - Xiangming Xi; Feng Gao; Jun Xu 008; Fangtai Guo; Tianlei Jin (CoRR, 2024)

Nonlinear Kalman Filtering based on Self-Attention Mechanism and Lattice Trajectory Piecewise Linear Approximation. - Jiaming Wang; Xinyu Geng; Jun Xu 008 (CoRR, 2024)

ParseCaps: An Interpretable Parsing Capsule Network for Medical Image Diagnosis. - Xinyu Geng; Jiaming Wang; Jun Xu 008 (CoRR, 2024)

Robust Tracking via Fully Exploring Background Prior Knowledge. - Zheng'ao Wang; Zikun Zhou; Fanglin Chen 001; Jun Xu 008; Wenjie Pei; Guangming Lu (IEEE Trans. Circuits Syst. Video Technol., 2024)

Economic Model Predictive Control in Buildings Based on Piecewise Linear Approximation of Predicted Mean Vote Index. - Hongyi Li; Jun Xu 008; Qianchuan Zhao; Sixin Wang (IEEE Trans Autom. Sci. Eng., 2024)

ParseCaps: An Interpretable Parsing Capsule Network for Medical Image Diagnosis. - Xinyu Geng; Jiaming Wang; Xiaolin Huang; Fanglin Chen 001; Jun Xu 008 (AAAI, 2025)

Priority-Based Energy Allocation in Buildings Through Distributed Model Predictive Control. - Hongyi Li; Jun Xu 008; Qianchuan Zhao (IEEE Trans Autom. Sci. Eng., 2025)

Error-Free Approximation of Explicit Linear MPC Through Lattice Piecewise Affine Expression. - Jun Xu 008; Yunjiang Lou; Bart De Schutter; Zhenhua Xiong (IEEE Trans. Autom. Control., 2025)