Robust H∞ control for a class of networked uncertain systems with multiple channels subject to Markovian switching. - Zhaojian Li; Xunyuan Yin; Ilya V. Kolmanovsky; Jianbo Lu; Dimitar P. Filev; Ella M. Atkins (CDC, 2015)

Distributed H∞ filtering over multiple-channel sensor networks with Markovian channel switching and time-varying delays. - Zhaojian Li; Xunyuan Yin; Xiang Yin 003; Yi Xie; Changhong Wang (CDC, 2015)

Fuel Efficiency Modeling and Prediction for Automotive Vehicles: A Data-Driven Approach. - Xunyuan Yin; Zhaojian Li; Sirish L. Shah; Lisong Zhang; Changhong Wang (SMC, 2015)

Model reduction of A class of Markov jump nonlinear systems with time-varying delays via projection approach. - Xunyuan Yin; Zhaojian Li; Lixian Zhang; Changhong Wang; Wafa Shammakh; Bashir Ahmad 003 (Neurocomputing, 2015)

H∞ model approximation for discrete-time Takagi-Sugeno fuzzy systems with Markovian jumping parameters. - Xunyuan Yin; Xu Zhang; Lixian Zhang; Changhong Wang; Maryam Al-Yami; Tasawar Hayat (Neurocomputing, 2015)

Subsystem decomposition for distributed state estimation of nonlinear systems. - Xunyuan Yin; Kevin Arulmaran; Jinfeng Liu 001 (ACC, 2016)

Cloud-aided moving horizon state estimation of a full-car semi-active suspension system. - Lixian Zhang; Xunyuan Yin; Junnan Shen; Haitao Yu 002 (SMC, 2016)

Resilient Estimation for Networked Systems With Variable Communication Capability. - Lixian Zhang; Yanzheng Zhu; Zepeng Ning; Xunyuan Yin (IEEE Trans. Autom. Control., 2016)

From decentralized to distributed state estimation. - Xunyuan Yin; Jing Zeng; Jinfeng Liu 001 (ACC, 2017)

Distributed moving horizon state estimation of two-time-scale nonlinear systems. - Xunyuan Yin; Jinfeng Liu 001 (Autom., 2017)

Cloud Resource Allocation for Cloud-Based Automotive Applications. - Zhaojian Li; Tianshu Chu; Ilya V. Kolmanovsky; Xiang Yin 003; Xunyuan Yin (CoRR, 2017)

Cloud-Aided State Estimation of A Full-Car Semi-Active Suspension System. - Lixian Zhang; Xunyuan Yin; Junnan Shen; Haitao Yu 002 (CoRR, 2017)

Asynchronous Filtering for Discrete-Time Fuzzy Affine Systems With Variable Quantization Density. - Zepeng Ning; Lixian Zhang; José de Jesús Rubio; Xunyuan Yin (IEEE Trans. Cybern., 2017)

Robust Filtering for a Class of Networked Nonlinear Systems With Switching Communication Channels. - Lixian Zhang; Xunyuan Yin; Zepeng Ning; Dong Ye 005 (IEEE Trans. Cybern., 2017)

Improved Results on Asymptotic Stabilization for Stochastic Nonlinear Time-Delay Systems With Application to a Chemical Reactor System. - Liang Liu 016; Shen Yin; Lixian Zhang; Xunyuan Yin; Huaicheng Yan 001 (IEEE Trans. Syst. Man Cybern. Syst., 2017)

State estimation of wastewater treatment plants based on model approximation. - Xunyuan Yin; Jinfeng Liu 001 (Comput. Chem. Eng., 2018)

Distributed State Estimation of Sensor-Network Systems Subject to Markovian Channel Switching With Application to a Chemical Process. - Xunyuan Yin; Zhaojian Li; Lixian Zhang; Minghao Han (IEEE Trans. Syst. Man Cybern. Syst., 2018)

Robust Model Predictive Control of the Cutterhead System in Tunnel Boring Machines. - Langwen Zhang; Jinfeng Liu 001; Wei Xie; Xunyuan Yin (ISIE, 2019)

Forming Distributed State Estimation Network From Decentralized Estimators. - Xunyuan Yin; Jing Zeng; Jinfeng Liu 001 (IEEE Trans. Control. Syst. Technol., 2019)

Robust state estimation for a class of hyperbolic systems with boundary sensor uncertain parameter. - Xiaodong Xu 002; Xunyuan Yin; Yuan Yuan 017; Stevan Dubljevic (ACC, 2020)

A consensus-based approach for parameter and state estimation of agro-hydrological system. - Xunyuan Yin; Song Bo; Jinfeng Liu 001; Biao Huang 001 (CoRR, 2020)

Soil moisture map construction using microwave remote sensors and sequential data assimilation. - Bernard T. Agyeman; Song Bo; Soumya R. Sahoo; Xunyuan Yin; Jinfeng Liu 001; Sirish L. Shah (CoRR, 2020)

Soil moisture map construction by sequential data assimilation using an extended Kalman filter. - Bernard T. Agyeman; Song Bo; Soumya R. Sahoo; Xunyuan Yin; Jinfeng Liu 001; Sirish L. Shah (ACC, 2021)

Event-Triggered State Estimation of Linear Systems Using Moving Horizon Estimation. - Xunyuan Yin; Jinfeng Liu 001 (IEEE Trans. Control. Syst. Technol., 2021)

Distributed State Estimation for Linear Systems With Application to Full-Car Active Suspension Systems. - Xunyuan Yin; Zhaojian Li; Ilya V. Kolmanovsky (IEEE Trans. Ind. Electron., 2021)

Distributed simultaneous state and parameter estimation of nonlinear systems. - Siyu Liu 008; Xunyuan Yin; Jinfeng Liu 001; Feng Ding 001 (CoRR, 2022)

Economic model predictive control of integrated energy systems: A multi-time-scale framework. - Long Wu; Xunyuan Yin; Lei Pan; Jinfeng Liu 001 (CoRR, 2022)

A sensitivity-based approach to optimal sensor selection for process networks. - Siyu Liu 008; Xunyuan Yin; Zhichao Pan; Jinfeng Liu 001 (CoRR, 2022)

A Transferable Multi-stage Model with Cycling Discrepancy Learning for Lithium-ion Battery State of Health Estimation. - Yan Qin; Chau Yuen; Xunyuan Yin; Biao Huang 001 (CoRR, 2022)

Event-Triggered Distributed Moving Horizon State Estimation of Linear Systems. - Xunyuan Yin; Biao Huang 001 (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Sensor placement for post-combustion CO2 capture plants. - Siyu Liu 008; Xunyuan Yin; Jinfeng Liu 001 (ACC, 2023)

Piecewise Quantization-Dependent Approach to Quantized Stabilization of Piecewise-Affine Systems*. - Zepeng Ning; Yiming Cheng; Zhaojian Li; Xunyuan Yin (ACC, 2023)

An Error-Triggered Adaptive Model Reduction and Soil Moisture Estimation for Agro-Hydrological System. - Sarupa Debnath; Soumya Ranjan Sahoo; Bernard T. Agyeman; Xunyuan Yin; Jinfeng Liu 001 (CDC, 2023)

Data-Driven Linear Predictive Control of Nonlinear Processes Based on Reduced-Order Koopman Operator. - Xuewen Zhang; Minghao Han; Xunyuan Yin (SMC, 2023)

Sensor network design for post-combustion CO2 capture plants: economy, complexity and robustness. - Siyu Liu 008; Xunyuan Yin; Jinfeng Liu 001 (CoRR, 2023)

Control invariant set enhanced reinforcement learning for process control: improved sampling efficiency and guaranteed stability. - Song Bo; Xunyuan Yin; Jinfeng Liu 001 (CoRR, 2023)

State estimation of a carbon capture process through POD model reduction and neural network approximation. - Siyu Liu 008; Xunyuan Yin; Jinfeng Liu 001 (CoRR, 2023)

Distributed economic predictive control of integrated energy systems for enhanced synergy and grid response: A decomposition and cooperation strategy. - Long Wu; Xunyuan Yin; Lei Pan; Jinfeng Liu 001 (CoRR, 2023)

Communication-Efficient Decentralized Multi-Agent Reinforcement Learning for Cooperative Adaptive Cruise Control. - Dong Chen 016; Kaixiang Zhang 001; Yongqiang Wang 001; Xunyuan Yin; Zhaojian Li (CoRR, 2023)

Quantization-Uncertainty-Dependent Analysis and Control of Linear Systems With Multi-Input-Multi-Output Quantization. - Zepeng Ning; Xunyuan Yin; Yang Shi 001 (IEEE Trans. Circuits Syst. I Regul. Pap., 2023)

A Transferable Multistage Model With Cycling Discrepancy Learning for Lithium-Ion Battery State of Health Estimation. - Yan Qin; Chau Yuen; Xunyuan Yin; Biao Huang 001 (IEEE Trans. Ind. Informatics, 2023)

NMPC-Based Integrated Thermal Management of Battery and Cabin for Electric Vehicles in Cold Weather Conditions. - Mohammad R. Hajidavalloo; Jun Chen 002; Qiuhao Hu; Ziyou Song; Xunyuan Yin; Zhaojian Li (IEEE Trans. Intell. Veh., 2023)

Control invariant set enhanced safe reinforcement learning: Improved sampling efficiency, guaranteed stability and robustness. - Song Bo; Bernard T. Agyeman; Xunyuan Yin; Jinfeng Liu 001 (Comput. Chem. Eng., 2023)

Reduced-order Koopman modeling and predictive control of nonlinear processes. - Xuewen Zhang; Minghao Han; Xunyuan Yin (Comput. Chem. Eng., 2023)

Data-Driven Economic Predictive Control of Wastewater Treatment Process with Input-Output Koopman Operator. - Minghao Han; Jingshi Yao; Adrian Wing-Keung Law; Xunyuan Yin (ACC, 2024)

Adaptive Boundary Observer Design for Euler-Bernoulli Beam Systems with Parameter Uncertainties. - W. Ruixin; Xunyuan Yin; Xiaodong Xu 002; Stevan Dubljevic (ACC, 2024)

Exploring the linkage between partition-based distributed extended Kalman filter and distributed full-information estimation. - Xiaojie Li; Xunyuan Yin (ICPS, 2024)

Machine learning-based input-augmented Koopman modeling and predictive control of nonlinear processes. - Zhaoyang Li; Minghao Han; Dat-Nguyen Vo; Xunyuan Yin (Comput. Chem. Eng., 2024)

Fast Bayesian filtering for wastewater treatment plants with inaccurate process noise statistics. - Ke Li 034; Xiaojie Li; Xunyuan Yin; Shunyi Zhao; Biao Huang 001; Fei Liu 001 (Comput. Chem. Eng., 2024)

Foundation models in smart agriculture: Basics, opportunities, and challenges. - Jiajia Li; Mingle Xu; Lirong Xiang; Dong Chen 016; Weichao Zhuang; Xunyuan Yin; Zhaojian Li (Comput. Electron. Agric., 2024)

Performance Evaluation of Semi-supervised Learning Frameworks for Multi-Class Weed Detection. - Jiajia Li; Dong Chen 016; Xunyuan Yin; Zhaojian Li (CoRR, 2024)

Performance triggered adaptive model reduction for soil moisture estimation in precision irrigation. - Sarupa Debnath; Bernard T. Agyeman; Soumya R. Sahoo; Xunyuan Yin; Jinfeng Liu 001 (CoRR, 2024)

Iterative distributed moving horizon estimation of linear systems with penalties on both system disturbances and noise. - Xiaojie Li; Song Bo; Yan Qin; Xunyuan Yin (CoRR, 2024)

Partition-based distributed extended Kalman filter for large-scale nonlinear processes with application to chemical and wastewater treatment processes. - Xiaojie Li; Adrian Wing-Keung Law; Xunyuan Yin (CoRR, 2024)

Data-driven parallel Koopman subsystem modeling and distributed moving horizon state estimation for large-scale nonlinear processes. - Xiaojie Li; Song Bo; Xuewen Zhang; Yan Qin; Xunyuan Yin (CoRR, 2024)

Efficient Economic Model Predictive Control of Water Treatment Process with Learning-based Koopman Operator. - Minghao Han; Jingshi Yao; Adrian Wing-Keung Law; Xunyuan Yin (CoRR, 2024)

Approximating arrival costs in distributed moving horizon estimation: A recursive method. - Xiaojie Li; Xunyuan Yin (CoRR, 2024)

MetaFruit Meets Foundation Models: Leveraging a Comprehensive Multi-Fruit Dataset for Advancing Agricultural Foundation Models. - Jiajia Li; Kyle Lammers; Xunyuan Yin; Xiang Yin 003; Long He; Renfu Lu; Zhaojian Li (CoRR, 2024)

Online Reduced-Order Data-Enabled Predictive Control. - Amin Vahidi-Moghaddam; Kaixiang Zhang 001; Xunyuan Yin; Vaibhav Srivastava; Zhaojian Li (CoRR, 2024)

Self-tuning moving horizon estimation of nonlinear systems via physics-informed machine learning Koopman modeling. - Mingxue Yan; Minghao Han; Adrian Wing-Keung Law; Xunyuan Yin (CoRR, 2024)

Deep DeePC: Data-enabled predictive control with low or no online optimization using deep learning. - Xuewen Zhang; Kaixiang Zhang 001; Zhaojian Li; Xunyuan Yin (CoRR, 2024)

Smart energy management: process structure-based hybrid neural networks for optimal scheduling and economic predictive control in integrated systems. - Long Wu; Xunyuan Yin; Lei Pan; Jinfeng Liu 001 (CoRR, 2024)

Lyapunov-based reinforcement learning for distributed control with stability guarantee. - Jingshi Yao; Minghao Han; Xunyuan Yin (CoRR, 2024)

Tractable Reinforcement Learning for Signal Temporal Logic Tasks With Counterfactual Experience Replay. - Siqi Wang; Xunyuan Yin; Shaoyuan Li; Xiang Yin 003 (IEEE Control. Syst. Lett., 2024)

Asynchronous Quantized Control of Piecewise-Affine Systems. - Zepeng Ning; Gang Feng 001; Xunyuan Yin (IEEE Trans. Autom. Control., 2024)

Distributed Process Monitoring for Multiagent Systems Through Cognitive Learning. - Hongtian Chen; Oguzhan Dogru; Santhosh Kumar Varanasi; Xunyuan Yin; Biao Huang 001 (IEEE Trans. Cogn. Dev. Syst., 2024)

Robust Learning and Control of Time-Delay Nonlinear Systems With Deep Recurrent Koopman Operators. - Minghao Han; Zhaojian Li; Xiang Yin 003; Xunyuan Yin (IEEE Trans. Ind. Informatics, 2024)

Extended Neighboring Extremal Optimal Control With State and Preview Perturbations. - Amin Vahidi-Moghaddam; Kaixiang Zhang 001; Zhaojian Li; Xunyuan Yin; Ziyou Song; Yan Wang 075 (IEEE Trans Autom. Sci. Eng., 2024)

Adaptive Attention-Driven Manifold Regularization for Deep Learning Networks: Industrial Predictive Modeling Applications and Beyond. - Chenliang Liu; Yalin Wang 003; Chunhua Yang 001; Henry Leung; Xunyuan Yin (IEEE Trans. Ind. Electron., 2024)

Communication-Efficient Decentralized Multi-Agent Reinforcement Learning for Cooperative Adaptive Cruise Control. - Dong Chen 016; Kaixiang Zhang 001; Yongqiang Wang 001; Xunyuan Yin; Zhaojian Li; Dimitar P. Filev (IEEE Trans. Intell. Veh., 2024)

MamKO: Mamba-based Koopman operator for modeling and predictive control. - Zhaoyang Li; Minghao Han; Xunyuan Yin (ICLR, 2025)

Lyapunov-based distributed reinforcement learning control with stability guarantee. - Jingshi Yao; Minghao Han; Xunyuan Yin (Comput. Chem. Eng., 2025)

MetaFruit meets foundation models: Leveraging a comprehensive multi-fruit dataset for advancing agricultural foundation models. - Jiajia Li; Kyle Lammers; Xunyuan Yin; Xiang Yin 003; Long He; Jun Sheng; Renfu Lu; Zhaojian Li (Comput. Electron. Agric., 2025)

Machine learning-based hybrid dynamic modeling and economic predictive control of carbon capture process for ship decarbonization. - Xuewen Zhang; Kuniadi Wandy Huang; Dat-Nguyen Vo; Minghao Han; Benjamin Decardi-Nelson; Xunyuan Yin (CoRR, 2025)

Stability Analysis and Stabilization of Semi-Markov Jump Linear Systems With Improved Efficiency of Probabilistic Information Utilization. - Zepeng Ning; Patrizio Colaneri; Xunyuan Yin (IEEE Trans. Autom. Control., 2025)

Deep Neural Koopman Operator-based Economic Model Predictive Control of Shipboard Carbon Capture System. - Minghao Han; Xunyuan Yin (CoRR, 2025)

A Survey on 3D Reconstruction Techniques in Plant Phenotyping: From Classical Methods to Neural Radiance Fields (NeRF), 3D Gaussian Splatting (3DGS), and Beyond. - Jiajia Li; Xinda Qi; Seyed Hamidreza Nabaei; Meiqi Liu; Dong Chen 016; Xin Zhang; Xunyuan Yin; Zhaojian Li (CoRR, 2025)

Economic data-enabled predictive control using machine learning. - Mingxue Yan; Xuewen Zhang; Kaixiang Zhang 001; Zhaojian Li; Xunyuan Yin (CoRR, 2025)