Changxin Liu

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 50

Top Topics

Gradient Method

Model Predictive Control

Interactive Visual

Underwater Acoustic

Top Venues

IEEE Trans. Autom. Control.

Publications

Xiao Tan, Changxin Liu, Karl Henrik Johansson, Dimos V. Dimarogonas
A continuous-time violation-free multi-agent optimization algorithm and its applications to safe distributed control. CoRR (2024)
Kesheng Zhang, Quan Xu, Changxin Liu, Tianyou Chai
Intelligent decision-making system for mineral processing production indices based on digital twin interactive visualization. J. Vis. 27 (3) (2024)
Nicola Bastianello, Changxin Liu, Karl Henrik Johansson
Enhancing Privacy in Federated Learning through Local Training. CoRR (2024)
Rui Zhang, Yichuan Liu, Delan Zhu, Pute Wu, Ke Xin, Xiaomin Zhang, Nazarov Khudayberdi, Changxin Liu
Simulating droplet distribution characteristics in sprinkler irrigation using a modified ballistic model under multifactor coupling. Comput. Electron. Agric. 225 (2024)
Changxin Liu, Xiao Tan, Xuyang Wu, Dimos V. Dimarogonas, Karl Henrik Johansson
Achieving violation-free distributed optimization under coupling constraints. CoRR (2024)
Changxin Liu, Karl Henrik Johansson, Yang Shi
Distributed empirical risk minimization with differential privacy. Autom. 162 (2024)
Ling Yi, Jinliang Ding, Changxin Liu, Tianyou Chai
Fast Sensitivity-Analysis-Based Online Self-Organizing Broad Learning System. IEEE Trans. Ind. Informatics 20 (5) (2024)
Jinyu Shi, Shanshan Yu, Huanan Li, Xiuguo Zhang, Changxin Liu
Underwater image enhancement based on adaptive color correction and multi-scale fusion. Multim. Tools Appl. 83 (5) (2024)
Yuhao Yi, Ronghui You, Hong Liu, Changxin Liu, Yuan Wang, Jiancheng Lv
Near-Optimal Resilient Aggregation Rules for Distributed Learning Using 1-Center and 1-Mean Clustering with Outliers. AAAI (2024)
Changxin Liu, Nanxi Chen, Guangyi Xing, Runhe Chen, Tong Shao, Baichuan Shan, Yilin Pan, Minyi Xu
A Novel Thermal Tactile Sensor Based on Micro Thermoelectric Generator for Underwater Flow Direction Perception. Sensors 23 (12) (2023)
Yuhao Yi, Ronghui You, Hong Liu, Changxin Liu, Yuan Wang, Jiancheng Lv
Near-Optimal Resilient Aggregation Rules for Distributed Learning Using 1-Center and 1-Mean Clustering with Outliers. CoRR (2023)
Xuyang Wu, Changxin Liu, Sindri Magnússon, Mikael Johansson
Delay-Agnostic Asynchronous Distributed Optimization. CDC (2023)
Changxin Liu, Zirui Zhou, Jian Pei, Yong Zhang, Yang Shi
Decentralized Composite Optimization in Stochastic Networks: A Dual Averaging Approach With Linear Convergence. IEEE Trans. Autom. Control. 68 (8) (2023)
Changxin Liu, Eric Shi
Event-Triggered Distributed Nonconvex Optimization with Progress-Based Threshold. CDC (2023)
Mohammed M. Dawoud, Changxin Liu, Amr Alanwar, Karl Henrik Johansson
Differentially Private Set-Based Estimation Using Zonotopes. ECC (2023)
Changxin Liu, Yang Shi, Huiping Li, Wenli Du
Accelerated Dual Averaging Methods for Decentralized Constrained Optimization. IEEE Trans. Autom. Control. 68 (4) (2023)
Ling Yi, Jinliang Ding, Changxin Liu, Tianyou Chai
High-Dimensional Data Global Sensitivity Analysis Based on Deep Soft Sensor Model. IEEE Trans. Cybern. 53 (9) (2023)
Xuyang Wu, Changxin Liu, Sindri Magnússon, Mikael Johansson
Asynchronous Distributed Optimization with Delay-free Parameters. CoRR (2023)
Xuyang Wu, Changxin Liu, Sindri Magnússon, Mikael Johansson
Delay-agnostic Asynchronous Coordinate Update Algorithm. ICML (2023)
Mohammed M. Dawoud, Changxin Liu, Amr Alanwar, Karl Henrik Johansson
Differentially Private Set-Based Estimation Using Zonotopes. CoRR (2023)
Rui Zhang, Yichuan Liu, Delan Zhu, Pute Wu, Changjuan Zheng, Xiaomin Zhang, Nazarov Khudayberdi, Changxin Liu
Simulating droplet distribution characteristics for sprinkler irrigation with a modified ballistic model. Comput. Electron. Agric. 215 (2023)
Zhenan Fan, Huang Fang, Zirui Zhou, Jian Pei, Michael P. Friedlander, Changxin Liu, Yong Zhang
Improving Fairness for Data Valuation in Horizontal Federated Learning. ICDE (2022)
Zishuo Li, Muhammad Umar B. Niazi, Changxin Liu, Yilin Mo, Karl Henrik Johansson
Secure State Estimation against Sparse Attacks on a Time-varying Set of Sensors. CoRR (2022)
Henglai Wei, Changxin Liu, Yang Shi
A Robust Distributed Model Predictive Control Framework for Consensus of Multi-Agent Systems with Input Constraints and Varying Delays. CoRR (2022)
Kunwu Zhang, Changxin Liu, Yang Shi
Self-triggered adaptive model predictive control of constrained nonlinear systems: A min-max approach. Autom. 142 (2022)
Jun Lu, Jinliang Ding, Changxin Liu, Tianyou Chai
Hierarchical-Bayesian-Based Sparse Stochastic Configuration Networks for Construction of Prediction Intervals. IEEE Trans. Neural Networks Learn. Syst. 33 (8) (2022)
Yulong Gao, Changxin Liu, Karl Henrik Johansson
Robust Risk-Aware Model Predictive Control of Linear Systems with Bounded Disturbances. CDC (2022)
Daxiong Ji, Jie Ren, Changxin Liu, Yang Shi
Stabilizing terminal constraint-free nonlinear MPC via sliding mode-based terminal cost. Autom. 134 (2021)
Zhenan Fan, Huang Fang, Zirui Zhou, Jian Pei, Michael P. Friedlander, Changxin Liu, Yong Zhang
Improving Fairness for Data Valuation in Federated Learning. CoRR (2021)
Changxin Liu, Zirui Zhou, Yang Shi, Jian Pei, Lingyang Chu, Yong Zhang
Achieving Model Fairness in Vertical Federated Learning. CoRR (2021)
Changxin Liu, Huiping Li, Yang Shi
Resource-Aware Exact Decentralized Optimization Using Event-Triggered Broadcasting. IEEE Trans. Autom. Control. 66 (7) (2021)
Jianhao Liu, Changxin Liu, Cong Zhao, Huaan Li, Guanghao Qu, Zhuofan Mao, Zhenghui Zhou
Design of Self-powered Environment Monitoring Sensor Based on TEG and TENG. NEMS (2021)
Zirui Zhou, Lingyang Chu, Changxin Liu, Lanjun Wang, Jian Pei, Yong Zhang
Towards Fair Federated Learning. KDD (2021)
Siyuan Wang, Peng Xu, Xinyu Wang, Hao Wang, Changxin Liu, Liguo Song, Guangming Xie, Minyi Xu
Bionic Tactile Sensor based on Triboelectric Nanogenerator for Motion Perception. NEMS (2021)
Changxin Liu, Zirui Zhou, Jian Pei, Yong Zhang, Yang Shi
Decentralized Composite Optimization in Stochastic Networks: A Dual Averaging Approach with Linear Convergence. CoRR (2021)
Changxin Liu, Huiping Li, Yang Shi
A unitary distributed subgradient method for multi-agent optimization with different coupling sources. Autom. 114 (2020)
Hongyu Cui, Changxin Liu, Boyu Si, Jie Wu, Dajun Sun
Iterative receiver for the triple differential PSK modulation in the time-varying underwater acoustic communications. IET Commun. 14 (16) (2020)
Yongbin Zhu, Yajuan Shi, Changxin Liu, Bing Lyu, Zhenbo Wang
Reinspecting the Climate-Crop Yields Relationship at a Finer Scale and the Climate Damage Evaluation: Evidence from China. Complex. 2020 (2020)
Changxin Liu, Huiping Li, Yang Shi, Demin Xu
Distributed Event-Triggered Model Predictive Control of Coupled Nonlinear Systems. SIAM J. Control. Optim. 58 (2) (2020)
Changxin Liu, Huiping Li, Yang Shi, Demin Xu
Distributed Event-Triggered Gradient Method for Constrained Convex Minimization. IEEE Trans. Autom. Control. 65 (2) (2020)
Hongyu Cui, Changxin Liu, Xiaoping Hong, Jie Wu, Dajun Sun
An Improved BICM-ID Receiver for the Time-Varying Underwater Acoustic Communications with DDPSK Modulation. ICSPCC (2020)
Changxin Liu, Huiping Li, Yang Shi, Demin Xu
Codesign of Event Trigger and Feedback Policy in Robust Model Predictive Control. IEEE Trans. Autom. Control. 65 (1) (2020)
Ling Yi, Jinliang Ding, Changxin Liu
NMR principle analysis based object detection for intelligent measurement of crude oil moisture content. ASCC (2019)
Kunwu Zhang, Changxin Liu, Yang Shi
Computationally Efficient Adaptive Model Predictive Control for Constrained Linear Systems with Parametric Uncertainties. ISIE (2019)
Changxin Liu, Huiping Li, Yang Shi
Distributed dual subgradient method with double averaging: Application to QoS optimization in wireless networks. ISIE (2019)
Chun Li, Jinliang Ding, Changxin Liu, Frank L. Lewis
A Novel On-line VI-ADP for Nonlinear Discrete-time Systems. ICCA (2019)
Changxin Liu, Huiping Li, Yang Shi, Demin Xu
Event-triggered Broadcasting for Distributed Smooth Optimization. CDC (2019)
Changxin Liu, Jian Gao, Huiping Li, Demin Xu
Aperiodic Robust Model Predictive Control for Constrained Continuous-Time Nonlinear Systems: An Event-Triggered Approach. IEEE Trans. Cybern. 48 (5) (2018)
Changxin Liu, Huiping Li, Jian Gao, Demin Xu
Robust self-triggered min-max model predictive control for discrete-time nonlinear systems. Autom. 89 (2018)
Changxin Liu, Huiping Li
Event-triggered distributed receding horizon control of dynamically coupled linear systems. IECON (2017)
Changxin Liu, Jinliang Ding, Anthony J. Toprac, Tianyou Chai
Data-based adaptive online prediction model for plant-wide production indices. Knowl. Inf. Syst. 41 (2) (2014)
Changxin Liu, Jinliang Ding, Tianyou Chai
Robust prediction for quality of industrial processes. ICIA (2014)
Jinliang Ding, Liang Zhao, Changxin Liu, Tianyou Chai
GA-based principal component selection for production performance estimation in mineral processing. Comput. Electr. Eng. 40 (5) (2014)
Yuancan Huang, Jian Li, Qiang Huang, Changxin Liu
Design and control of anthropomorphic BIT soft arms for TCM remedial massage. IROS (2013)
Jinliang Ding, Changxin Liu, Ming Wen, Tianyou Chai
Case-Based Decision Making Model for Supervisory Control of Ore Roasting Process. ISNN (2) (2008)
Jinliang Ding, Ping Zhou, Changxin Liu, Tianyou Chai
Hybrid Intelligent System for Supervisory Control of Mineral Grinding Process. ISDA (1) (2006)