Jun Xu

According to our database, Jun Xu authored at least 34 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Economic Model Predictive Control in Buildings Based on Piecewise Linear Approximation of Predicted Mean Vote Index.

Hongyi Li, Jun Xu, Qianchuan Zhao, Sixin Wang

IEEE Trans Autom. Sci. Eng., July, 2024

Robust Tracking via Fully Exploring Background Prior Knowledge.

Zheng'ao Wang, Zikun Zhou, Fanglin Chen, Jun Xu, Wenjie Pei, Guangming Lu

IEEE Trans. Circuits Syst. Video Technol., May, 2024

ParseCaps: An Interpretable Parsing Capsule Network for Medical Image Diagnosis.

Xinyu Geng, Jiaming Wang, Jun Xu

CoRR, 2024

Nonlinear Kalman Filtering based on Self-Attention Mechanism and Lattice Trajectory Piecewise Linear Approximation.

Jiaming Wang, Xinyu Geng, Jun Xu

CoRR, 2024

Modeling Output-Level Task Relatedness in Multi-Task Learning with Feedback Mechanism.

Xiangming Xi, Feng Gao, Jun Xu, Fangtai Guo, Tianlei Jin

CoRR, 2024

Multi-agent Reinforcement Traffic Signal Control based on Interpretable Influence Mechanism and Biased ReLU Approximation.

Zhiyue Luo, Jun Xu, Fanglin Chen

CoRR, 2024

OrthCaps: An Orthogonal CapsNet with Sparse Attention Routing and Pruning.

Xinyu Geng, Jiaming Wang, Jiawei Gong, Yuerong Xue, Jun Xu, Fanglin Chen, Xiaolin Huang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Sparsity via Sparse Group k-max Regularization.

Qinghua Tao, Xiangming Xi, Jun Xu, Johan A. K. Suykens

Proceedings of the American Control Conference, 2024

2023

Image-Text Retrieval With Cross-Modal Semantic Importance Consistency.

Zejun Liu, Fanglin Chen, Jun Xu, Wenjie Pei, Guangming Lu

IEEE Trans. Circuits Syst. Video Technol., May, 2023

2022

Toward Deep Adaptive Hinging Hyperplanes.

Qinghua Tao, Jun Xu, Zhen Li, Na Xie, Shuning Wang, Xiaoli Li, Johan A. K. Suykens

IEEE Trans. Neural Networks Learn. Syst., 2022

Short-Term Traffic Flow Prediction Based on the Efficient Hinging Hyperplanes Neural Network.

Qinghua Tao, Zhen Li, Jun Xu, Shu Lin, Bart De Schutter, Johan A. K. Suykens

IEEE Trans. Intell. Transp. Syst., 2022

Data-driven approximation of control invariant set for linear system based on convex piecewise linear fitting.

Jun Xu, Fanglin Chen

CoRR, 2022

Correlation-Based Transformer Tracking.

Minghan Zhong, Fanglin Chen, Jun Xu, Guangming Lu

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022

2021

Lattice Trajectory Piecewise Linear Method for the Simulation of Diode Circuits.

Jiade Wang, Jun Xu, Shuning Wang

IEEE Trans. Circuits Syst. I Regul. Pap., 2021

Learning with continuous piecewise linear decision trees.

Qinghua Tao, Zhen Li, Jun Xu, Na Xie, Shuning Wang, Johan A. K. Suykens

Expert Syst. Appl., 2021

2020

Efficient hinging hyperplanes neural network and its application in nonlinear system identification.

Jun Xu, Qinghua Tao, Zhen Li, Xiangming Xi, Johan A. K. Suykens, Shuning Wang

Autom., 2020

Log-sum-exp Optimization based on Continuous Piecewise Linearization Techniques.

Xiangming Xi, Jun Xu, Yunjiang Lou

Proceedings of the 16th IEEE International Conference on Control & Automation, 2020

2019

Multilevel Lattice Piecewise Linear Representation and Its Application in Explicit Predictive Control.

Yixuan Wang, Zhen Li, Jun Xu, Jiangang Li

Proceedings of the 12th Asian Control Conference, 2019

2018

An Improved Coordinate Update Method for the Identification of Adaptive Hinging Hyperplanes Model.

Qinghua Tao, Jun Xu, Shuning Wang, Li Li

Proceedings of the 2018 10th International Conference on Computer and Automation Engineering, 2018

Fast Adaptive Hinging Hyperplanes.

Qinghua Tao, Jun Xu, Johan A. K. Suykens, Shuning Wang

Proceedings of the 57th IEEE Conference on Decision and Control, 2018

2016

Minimal Conjunctive Normal Expression of Continuous Piecewise Affine Functions.

Jun Xu, Ton J. J. van den Boom, Bart De Schutter, Xiong-Lin Luo

IEEE Trans. Autom. Control., 2016

Irredundant lattice representations of continuous piecewise affine functions.

Jun Xu, Ton J. J. van den Boom, Bart De Schutter, Shuning Wang

Autom., 2016

2014

Optimization based on adaptive hinging hyperplanes and genetic algorithm.

Jun Xu, Xiangming Xi, Shuning Wang

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Irredundant lattice piecewise affine representations and their applications in explicit model predictive control.

Jun Xu, Ton J. J. van den Boom, Bart De Schutter

Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

2012

Exact Penalty and Optimality Condition for Nonseparable Continuous Piecewise Linear Programming.

Xiaolin Huang, Jun Xu, Shuning Wang

J. Optim. Theory Appl., 2012

Nonlinear system identification with continuous piecewise linear neural network.

Xiaolin Huang, Jun Xu, Shuning Wang

Neurocomputing, 2012

The hill detouring method for minimizing hinging hyperplanes functions.

Xiaolin Huang, Jun Xu, Xiaomu Mu, Shuning Wang

Comput. Oper. Res., 2012

Continuous piecewise linear programming via concave optimization and genetic algorithm.

Xiangming Xi, Jun Xu, Xiaomu Mu, Shuning Wang

Proceedings of the 51th IEEE Conference on Decision and Control, 2012

2010

Operation optimization for centrifugal chiller plants using continuous piecewise linear programming.

Xiaolin Huang, Jun Xu, Shuning Wang

Proceedings of the IEEE International Conference on Systems, 2010

Stability analysis of planar continuous piecewise linear systems.

Jun Xu, Xiaolin Huang, Shuning Wang

Proceedings of the American Control Conference, 2010

Identification algorithm for standard continuous piecewise linear neural network.

Xiaolin Huang, Jun Xu, Shuning Wang

Proceedings of the American Control Conference, 2010

2009

Adaptive hinging hyperplanes and its applications in dynamic system identification.

Jun Xu, Xiaolin Huang, Shuning Wang

Autom., 2009

Nonlinear model predictive control using adaptive hinging hyperplanes model.

Jun Xu, Xiaolin Huang, Shuning Wang

Proceedings of the 48th IEEE Conference on Decision and Control, 2009

Urban Traffic Flow Forecasting Based on Adaptive Hinging Hyperplanes.

Yang Lu, Jianming Hu, Jun Xu, Shuning Wang

Proceedings of the Artificial Intelligence and Computational Intelligence, 2009