Jun Xu

42 papers A* 2B 2C 3Journal 26Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Distributed Model Predictive Control for Energy and Comfort Optimization in Large Buildings Using Piecewise Affine Approximation.
IEEE Robotics Autom. Lett.
Hongyi Li, Jun Xu, Jinfeng Liu
2025 J jnl
Error-Free Approximation of Explicit Linear MPC Through Lattice Piecewise Affine Expression.
IEEE Trans. Autom. Control.
Jun Xu, Yunjiang Lou, Bart De Schutter, Zhenhua Xiong
2025 J jnl
Interpretable Multi-Agent Reinforcement Learning for Traffic Signal Control: Influence Mechanism and Piecewise Linear Approximation.
IEEE Trans Autom. Sci. Eng.
Zhiyue Luo, Hongyi Li, Jun Xu, Fanglin Chen
2025 A* conf
ParseCaps: An Interpretable Parsing Capsule Network for Medical Image Diagnosis.
AAAI
Xinyu Geng, Jiaming Wang, Xiaolin Huang, Fanglin Chen, Jun Xu
2025 J jnl
Priority-Based Energy Allocation in Buildings Through Distributed Model Predictive Control.
IEEE Trans Autom. Sci. Eng.
Hongyi Li, Jun Xu, Qianchuan Zhao
2024 J jnl
Economic Model Predictive Control in Buildings Based on Piecewise Linear Approximation of Predicted Mean Vote Index.
IEEE Trans Autom. Sci. Eng.
Hongyi Li, Jun Xu, Qianchuan Zhao, Sixin Wang
2024 J jnl
Modeling Output-Level Task Relatedness in Multi-Task Learning with Feedback Mechanism.
CoRR
Xiangming Xi, Feng Gao, Jun Xu, Fangtai Guo, Tianlei Jin
2024 J jnl
Multi-agent Reinforcement Traffic Signal Control based on Interpretable Influence Mechanism and Biased ReLU Approximation.
CoRR
Zhiyue Luo, Jun Xu, Fanglin Chen
2024 J jnl
Nonlinear Kalman Filtering based on Self-Attention Mechanism and Lattice Trajectory Piecewise Linear Approximation.
CoRR
Jiaming Wang, Xinyu Geng, Jun Xu
2024 A* conf
OrthCaps: An Orthogonal CapsNet with Sparse Attention Routing and Pruning.
CVPR
Xinyu Geng, Jiaming Wang, Jiawei Gong, Yuerong Xue, Jun Xu, Fanglin Chen, Xiaolin Huang
2024 J jnl
OrthCaps: An Orthogonal CapsNet with Sparse Attention Routing and Pruning.
CoRR
Xinyu Geng, Jiaming Wang, Jiawei Gong, Yuerong Xue, Jun Xu, Fanglin Chen, Xiaolin Huang
2024 J jnl
ParseCaps: An Interpretable Parsing Capsule Network for Medical Image Diagnosis.
CoRR
Xinyu Geng, Jiaming Wang, Jun Xu
2024 J jnl
Robust Tracking via Fully Exploring Background Prior Knowledge.
IEEE Trans. Circuits Syst. Video Technol.
Zheng'ao Wang, Zikun Zhou, Fanglin Chen, Jun Xu, Wenjie Pei, Guangming Lu
2024 C conf
Sparsity via Sparse Group k-max Regularization.
ACC
Qinghua Tao, Xiangming Xi, Jun Xu, Johan A. K. Suykens
2024 J jnl
Sparsity via Sparse Group k-max Regularization.
CoRR
Qinghua Tao, Xiangming Xi, Jun Xu, Johan A. K. Suykens
2023 J jnl
Image-Text Retrieval With Cross-Modal Semantic Importance Consistency.
IEEE Trans. Circuits Syst. Video Technol.
Zejun Liu, Fanglin Chen, Jun Xu, Wenjie Pei, Guangming Lu
2022 — conf
Correlation-Based Transformer Tracking.
ICANN (1)
Minghan Zhong, Fanglin Chen, Jun Xu, Guangming Lu
2022 J jnl
Data-driven approximation of control invariant set for linear system based on convex piecewise linear fitting.
CoRR
Jun Xu, Fanglin Chen
2022 J jnl
Short-Term Traffic Flow Prediction Based on the Efficient Hinging Hyperplanes Neural Network.
IEEE Trans. Intell. Transp. Syst.
Qinghua Tao, Zhen Li, Jun Xu, Shu Lin, Bart De Schutter, Johan A. K. Suykens
2022 J jnl
Toward Deep Adaptive Hinging Hyperplanes.
IEEE Trans. Neural Networks Learn. Syst.
Qinghua Tao, Jun Xu, Zhen Li, Na Xie, Shuning Wang, Xiaoli Li, Johan A. K. Suykens
2021 J jnl
Lattice Trajectory Piecewise Linear Method for the Simulation of Diode Circuits.
IEEE Trans. Circuits Syst. I Regul. Pap.
Jiade Wang, Jun Xu, Shuning Wang
2021 J jnl
Learning with continuous piecewise linear decision trees.
Expert Syst. Appl.
Qinghua Tao, Zhen Li, Jun Xu, Na Xie, Shuning Wang, Johan A. K. Suykens
2020 J jnl
Efficient hinging hyperplanes neural network and its application in nonlinear system identification.
Autom.
Jun Xu, Qinghua Tao, Zhen Li, Xiangming Xi, Johan A. K. Suykens, Shuning Wang
2020 — conf
Log-sum-exp Optimization based on Continuous Piecewise Linearization Techniques.
ICCA
Xiangming Xi, Jun Xu, Yunjiang Lou
2019 J jnl
Efficient hinging hyperplanes neural network and its application in nonlinear system identification.
CoRR
Jun Xu, Qinghua Tao, Zhen Li, Xiangming Xi, Johan A. K. Suykens, Shuning Wang
2019 — conf
Multilevel Lattice Piecewise Linear Representation and Its Application in Explicit Predictive Control.
ASCC
Yixuan Wang, Zhen Li, Jun Xu, Jiangang Li
2018 — conf
An Improved Coordinate Update Method for the Identification of Adaptive Hinging Hyperplanes Model.
ICCAE
Qinghua Tao, Jun Xu, Shuning Wang, Li Li
2018 — conf
Fast Adaptive Hinging Hyperplanes.
CDC
Qinghua Tao, Jun Xu, Johan A. K. Suykens, Shuning Wang
2016 J jnl
Irredundant lattice representations of continuous piecewise affine functions.
Autom.
Jun Xu, Ton J. J. van den Boom, Bart De Schutter, Shuning Wang
2016 J jnl
Minimal Conjunctive Normal Expression of Continuous Piecewise Affine Functions.
IEEE Trans. Autom. Control.
Jun Xu, Ton J. J. van den Boom, Bart De Schutter, Xiong-Lin Luo
2014 — conf
Irredundant lattice piecewise affine representations and their applications in explicit model predictive control.
CDC
Jun Xu, Ton J. J. van den Boom, Bart De Schutter
2014 B conf
Optimization based on adaptive hinging hyperplanes and genetic algorithm.
IEEE Congress on Evolutionary Computation
Jun Xu, Xiangming Xi, Shuning Wang
2012 — conf
Continuous piecewise linear programming via concave optimization and genetic algorithm.
CDC
Xiangming Xi, Jun Xu, Xiaomu Mu, Shuning Wang
2012 J jnl
Exact Penalty and Optimality Condition for Nonseparable Continuous Piecewise Linear Programming.
J. Optim. Theory Appl.
Xiaolin Huang, Jun Xu, Shuning Wang
2012 J jnl
Nonlinear system identification with continuous piecewise linear neural network.
Neurocomputing
Xiaolin Huang, Jun Xu, Shuning Wang
2012 J jnl
The hill detouring method for minimizing hinging hyperplanes functions.
Comput. Oper. Res.
Xiaolin Huang, Jun Xu, Xiaomu Mu, Shuning Wang
2010 C conf
Identification algorithm for standard continuous piecewise linear neural network.
ACC
Xiaolin Huang, Jun Xu, Shuning Wang
2010 B conf
Operation optimization for centrifugal chiller plants using continuous piecewise linear programming.
SMC
Xiaolin Huang, Jun Xu, Shuning Wang
2010 C conf
Stability analysis of planar continuous piecewise linear systems.
ACC
Jun Xu, Xiaolin Huang, Shuning Wang
2009 J jnl
Adaptive hinging hyperplanes and its applications in dynamic system identification.
Autom.
Jun Xu, Xiaolin Huang, Shuning Wang
2009 — conf
Nonlinear model predictive control using adaptive hinging hyperplanes model.
CDC
Jun Xu, Xiaolin Huang, Shuning Wang
2009 — conf
Urban Traffic Flow Forecasting Based on Adaptive Hinging Hyperplanes.
AICI
Yang Lu, Jianming Hu, Jun Xu, Shuning Wang