Xunyuan Yin

93 papers A* 1B 3C 8Journal 76Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Analysis and Control of Semi-Markov Jump Linear Systems Under Persistent Disturbances via Full Utilization of Fragmentary Kernel.
IEEE Trans. Cybern.
Zepeng Ning, Wei Xing Zheng, Xunyuan Yin
2026 J jnl
Distributed Omniscient Observers for Multi-Agent Systems: Design and Applications.
CoRR
Ganghui Cao, Xunyuan Yin
2026 J jnl
Learning-based data-enabled moving horizon estimation with application to membrane-based biological wastewater treatment process.
CoRR
Xiaojie Li, Xunyuan Yin
2026 J jnl
MAKO: Meta-Adaptive Koopman Operators for learning-based model predictive control of parametrically uncertain nonlinear systems.
Autom.
Minghao Han, Kiwan Wong, Adrian Wing-Keung Law, Xunyuan Yin
2025 J jnl
A Survey on 3D Reconstruction Techniques in Plant Phenotyping: From Classical Methods to Neural Radiance Fields (NeRF), 3D Gaussian Splatting (3DGS), and Beyond.
CoRR
Jiajia Li, Xinda Qi, Seyed Hamidreza Nabaei, Meiqi Liu, Dong Chen, Xin Zhang, Xunyuan Yin, Zhaojian Li
2025 J jnl
Deep Neural Koopman Operator-Based Economic Model Predictive Control of Shipboard Carbon Capture System.
IEEE Trans. Control. Syst. Technol.
Minghao Han, Xunyuan Yin
2025 J jnl
Deep Neural Koopman Operator-based Economic Model Predictive Control of Shipboard Carbon Capture System.
CoRR
Minghao Han, Xunyuan Yin
2025 J jnl
Distributed Observer and Controller Design for Linear Systems: A Separation-Based Approach.
CoRR
Ganghui Cao, Xunyuan Yin
2025 J jnl
Economic data-enabled predictive control using machine learning.
CoRR
Mingxue Yan, Xuewen Zhang, Kaixiang Zhang, Zhaojian Li, Xunyuan Yin
2025 J jnl
Economic zone data-enabled predictive control for connected open water systems.
CoRR
Xiaoqiao Chen, Xuewen Zhang, Minghao Han, Adrian Wing-Keung Law, Xunyuan Yin
2025 J jnl
Learning-based data-enabled economic predictive control with convex optimization for nonlinear systems.
CoRR
Mingxue Yan, Xuewen Zhang, Kaixiang Zhang, Zhaojian Li, Xunyuan Yin
2025 J jnl
Lyapunov-based distributed reinforcement learning control with stability guarantee.
Comput. Chem. Eng.
Jingshi Yao, Minghao Han, Xunyuan Yin
2025 J jnl
MAKO: Meta-Adaptive Koopman Operators for Learning-based Model Predictive Control of Parametrically Uncertain Nonlinear Systems.
CoRR
Minghao Han, Kiwan Wong, Adrian Wing-Keung Law, Xunyuan Yin
2025 J jnl
Machine learning-based hybrid dynamic modeling and economic predictive control of carbon capture process for ship decarbonization.
CoRR
Xuewen Zhang, Kuniadi Wandy Huang, Dat-Nguyen Vo, Minghao Han, Benjamin Decardi-Nelson, Xunyuan Yin
2025 A* conf
MamKO: Mamba-based Koopman operator for modeling and predictive control.
ICLR
Zhaoyang Li, Minghao Han, Xunyuan Yin
2025 J jnl
MetaFruit meets foundation models: Leveraging a comprehensive multi-fruit dataset for advancing agricultural foundation models.
Comput. Electron. Agric.
Jiajia Li, Kyle Lammers, Xunyuan Yin, Xiang Yin, Long He, Jun Sheng, Renfu Lu, Zhaojian Li
2025 J jnl
Online Reduced-Order Data-Enabled Predictive Control.
IEEE Trans Autom. Sci. Eng.
Amin Vahidi-Moghaddam, Kaixiang Zhang, Xunyuan Yin, Vaibhav Srivastava, Zhaojian Li
2025 J jnl
Stability Analysis and Stabilization of Semi-Markov Jump Linear Systems With Improved Efficiency of Probabilistic Information Utilization.
IEEE Trans. Autom. Control.
Zepeng Ning, Patrizio Colaneri, Xunyuan Yin
2024 J jnl
Adaptive Attention-Driven Manifold Regularization for Deep Learning Networks: Industrial Predictive Modeling Applications and Beyond.
IEEE Trans. Ind. Electron.
Chenliang Liu, Yalin Wang, Chunhua Yang, Henry Leung, Xunyuan Yin
2024 C conf
Adaptive Boundary Observer Design for Euler-Bernoulli Beam Systems with Parameter Uncertainties.
ACC
W. Ruixin, Xunyuan Yin, Xiaodong Xu, Stevan Dubljevic
2024 J jnl
Approximating arrival costs in distributed moving horizon estimation: A recursive method.
CoRR
Xiaojie Li, Xunyuan Yin
2024 J jnl
Asynchronous Quantized Control of Piecewise-Affine Systems.
IEEE Trans. Autom. Control.
Zepeng Ning, Gang Feng, Xunyuan Yin
2024 J jnl
Communication-Efficient Decentralized Multi-Agent Reinforcement Learning for Cooperative Adaptive Cruise Control.
IEEE Trans. Intell. Veh.
Dong Chen, Kaixiang Zhang, Yongqiang Wang, Xunyuan Yin, Zhaojian Li, Dimitar P. Filev
2024 C conf
Data-Driven Economic Predictive Control of Wastewater Treatment Process with Input-Output Koopman Operator.
ACC
Minghao Han, Jingshi Yao, Adrian Wing-Keung Law, Xunyuan Yin
2024 J jnl
Data-driven parallel Koopman subsystem modeling and distributed moving horizon state estimation for large-scale nonlinear processes.
CoRR
Xiaojie Li, Song Bo, Xuewen Zhang, Yan Qin, Xunyuan Yin
2024 J jnl
Deep DeePC: Data-enabled predictive control with low or no online optimization using deep learning.
CoRR
Xuewen Zhang, Kaixiang Zhang, Zhaojian Li, Xunyuan Yin
2024 J jnl
Distributed Process Monitoring for Multiagent Systems Through Cognitive Learning.
IEEE Trans. Cogn. Dev. Syst.
Hongtian Chen, Oguzhan Dogru, Santhosh Kumar Varanasi, Xunyuan Yin, Biao Huang
2024 J jnl
Efficient Economic Model Predictive Control of Water Treatment Process with Learning-based Koopman Operator.
CoRR
Minghao Han, Jingshi Yao, Adrian Wing-Keung Law, Xunyuan Yin
2024 — conf
Exploring the linkage between partition-based distributed extended Kalman filter and distributed full-information estimation.
ICPS
Xiaojie Li, Xunyuan Yin
2024 J jnl
Extended Neighboring Extremal Optimal Control With State and Preview Perturbations.
IEEE Trans Autom. Sci. Eng.
Amin Vahidi-Moghaddam, Kaixiang Zhang, Zhaojian Li, Xunyuan Yin, Ziyou Song, Yan Wang
2024 J jnl
Fast Bayesian filtering for wastewater treatment plants with inaccurate process noise statistics.
Comput. Chem. Eng.
Ke Li, Xiaojie Li, Xunyuan Yin, Shunyi Zhao, Biao Huang, Fei Liu
2024 J jnl
Foundation models in smart agriculture: Basics, opportunities, and challenges.
Comput. Electron. Agric.
Jiajia Li, Mingle Xu, Lirong Xiang, Dong Chen, Weichao Zhuang, Xunyuan Yin, Zhaojian Li
2024 J jnl
Iterative distributed moving horizon estimation of linear systems with penalties on both system disturbances and noise.
CoRR
Xiaojie Li, Song Bo, Yan Qin, Xunyuan Yin
2024 J jnl
Lyapunov-based reinforcement learning for distributed control with stability guarantee.
CoRR
Jingshi Yao, Minghao Han, Xunyuan Yin
2024 J jnl
Machine learning-based input-augmented Koopman modeling and predictive control of nonlinear processes.
Comput. Chem. Eng.
Zhaoyang Li, Minghao Han, Dat-Nguyen Vo, Xunyuan Yin
2024 J jnl
Machine learning-based input-augmented Koopman modeling and predictive control of nonlinear processes.
CoRR
Zhaoyang Li, Minghao Han, Dat-Nguyen Vo, Xunyuan Yin
2024 J jnl
MetaFruit Meets Foundation Models: Leveraging a Comprehensive Multi-Fruit Dataset for Advancing Agricultural Foundation Models.
CoRR
Jiajia Li, Kyle Lammers, Xunyuan Yin, Xiang Yin, Long He, Renfu Lu, Zhaojian Li
2024 J jnl
Online Reduced-Order Data-Enabled Predictive Control.
CoRR
Amin Vahidi-Moghaddam, Kaixiang Zhang, Xunyuan Yin, Vaibhav Srivastava, Zhaojian Li
2024 J jnl
Partition-based distributed extended Kalman filter for large-scale nonlinear processes with application to chemical and wastewater treatment processes.
CoRR
Xiaojie Li, Adrian Wing-Keung Law, Xunyuan Yin
2024 J jnl
Performance Evaluation of Semi-supervised Learning Frameworks for Multi-Class Weed Detection.
CoRR
Jiajia Li, Dong Chen, Xunyuan Yin, Zhaojian Li
2024 J jnl
Performance triggered adaptive model reduction for soil moisture estimation in precision irrigation.
CoRR
Sarupa Debnath, Bernard T. Agyeman, Soumya R. Sahoo, Xunyuan Yin, Jinfeng Liu
2024 J jnl
Reduced-order Koopman modeling and predictive control of nonlinear processes.
CoRR
Xuewen Zhang, Minghao Han, Xunyuan Yin
2024 J jnl
Robust Learning and Control of Time-Delay Nonlinear Systems With Deep Recurrent Koopman Operators.
IEEE Trans. Ind. Informatics
Minghao Han, Zhaojian Li, Xiang Yin, Xunyuan Yin
2024 J jnl
Self-tuning moving horizon estimation of nonlinear systems via physics-informed machine learning Koopman modeling.
CoRR
Mingxue Yan, Minghao Han, Adrian Wing-Keung Law, Xunyuan Yin
2024 J jnl
Smart energy management: process structure-based hybrid neural networks for optimal scheduling and economic predictive control in integrated systems.
CoRR
Long Wu, Xunyuan Yin, Lei Pan, Jinfeng Liu
2024 J jnl
Tractable Reinforcement Learning for Signal Temporal Logic Tasks With Counterfactual Experience Replay.
IEEE Control. Syst. Lett.
Siqi Wang, Xunyuan Yin, Shaoyuan Li, Xiang Yin
2023 J jnl
A Transferable Multistage Model With Cycling Discrepancy Learning for Lithium-Ion Battery State of Health Estimation.
IEEE Trans. Ind. Informatics
Yan Qin, Chau Yuen, Xunyuan Yin, Biao Huang
2023 — conf
An Error-Triggered Adaptive Model Reduction and Soil Moisture Estimation for Agro-Hydrological System.
CDC
Sarupa Debnath, Soumya Ranjan Sahoo, Bernard T. Agyeman, Xunyuan Yin, Jinfeng Liu
2023 J jnl
Communication-Efficient Decentralized Multi-Agent Reinforcement Learning for Cooperative Adaptive Cruise Control.
CoRR
Dong Chen, Kaixiang Zhang, Yongqiang Wang, Xunyuan Yin, Zhaojian Li
2023 J jnl
Control invariant set enhanced reinforcement learning for process control: improved sampling efficiency and guaranteed stability.
CoRR
Song Bo, Xunyuan Yin, Jinfeng Liu
2023 J jnl
Control invariant set enhanced safe reinforcement learning: Improved sampling efficiency, guaranteed stability and robustness.
Comput. Chem. Eng.
Song Bo, Bernard T. Agyeman, Xunyuan Yin, Jinfeng Liu
2023 J jnl
Control invariant set enhanced safe reinforcement learning: improved sampling efficiency, guaranteed stability and robustness.
CoRR
Song Bo, Bernard T. Agyeman, Xunyuan Yin, Jinfeng Liu
2023 B conf
Data-Driven Linear Predictive Control of Nonlinear Processes Based on Reduced-Order Koopman Operator.
SMC
Xuewen Zhang, Minghao Han, Xunyuan Yin
2023 J jnl
Distributed economic predictive control of integrated energy systems for enhanced synergy and grid response: A decomposition and cooperation strategy.
CoRR
Long Wu, Xunyuan Yin, Lei Pan, Jinfeng Liu
2023 J jnl
Extended Neighboring Extremal Optimal Control with State and Preview Perturbations.
CoRR
Amin Vahidi-Moghaddam, Kaixiang Zhang, Zhaojian Li, Xunyuan Yin, Ziyou Song, Yan Wang
2023 J jnl
Foundation Models in Smart Agriculture: Basics, Opportunities, and Challenges.
CoRR
Jiajia Li, Mingle Xu, Lirong Xiang, Dong Chen, Weichao Zhuang, Xunyuan Yin, Zhaojian Li
2023 J jnl
NMPC-Based Integrated Thermal Management of Battery and Cabin for Electric Vehicles in Cold Weather Conditions.
IEEE Trans. Intell. Veh.
Mohammad R. Hajidavalloo, Jun Chen, Qiuhao Hu, Ziyou Song, Xunyuan Yin, Zhaojian Li
2023 C conf
Piecewise Quantization-Dependent Approach to Quantized Stabilization of Piecewise-Affine Systems
ACC
Zepeng Ning, Yiming Cheng, Zhaojian Li, Xunyuan Yin
2023 J jnl
Quantization-Uncertainty-Dependent Analysis and Control of Linear Systems With Multi-Input-Multi-Output Quantization.
IEEE Trans. Circuits Syst. I Regul. Pap.
Zepeng Ning, Xunyuan Yin, Yang Shi
2023 J jnl
Reduced-order Koopman modeling and predictive control of nonlinear processes.
Comput. Chem. Eng.
Xuewen Zhang, Minghao Han, Xunyuan Yin
2023 J jnl
Sensor network design for post-combustion CO2 capture plants: economy, complexity and robustness.
CoRR
Siyu Liu, Xunyuan Yin, Jinfeng Liu
2023 C conf
Sensor placement for post-combustion CO2 capture plants.
ACC
Siyu Liu, Xunyuan Yin, Jinfeng Liu
2023 J jnl
State estimation of a carbon capture process through POD model reduction and neural network approximation.
CoRR
Siyu Liu, Xunyuan Yin, Jinfeng Liu
2022 J jnl
A Transferable Multi-stage Model with Cycling Discrepancy Learning for Lithium-ion Battery State of Health Estimation.
CoRR
Yan Qin, Chau Yuen, Xunyuan Yin, Biao Huang
2022 J jnl
A sensitivity-based approach to optimal sensor selection for process networks.
CoRR
Siyu Liu, Xunyuan Yin, Zhichao Pan, Jinfeng Liu
2022 J jnl
Distributed simultaneous state and parameter estimation of nonlinear systems.
CoRR
Siyu Liu, Xunyuan Yin, Jinfeng Liu, Feng Ding
2022 J jnl
Economic model predictive control of integrated energy systems: A multi-time-scale framework.
CoRR
Long Wu, Xunyuan Yin, Lei Pan, Jinfeng Liu
2022 J jnl
Event-Triggered Distributed Moving Horizon State Estimation of Linear Systems.
IEEE Trans. Syst. Man Cybern. Syst.
Xunyuan Yin, Biao Huang
2021 J jnl
Distributed State Estimation for Linear Systems With Application to Full-Car Active Suspension Systems.
IEEE Trans. Ind. Electron.
Xunyuan Yin, Zhaojian Li, Ilya V. Kolmanovsky
2021 J jnl
Event-Triggered State Estimation of Linear Systems Using Moving Horizon Estimation.
IEEE Trans. Control. Syst. Technol.
Xunyuan Yin, Jinfeng Liu
2021 C conf
Soil moisture map construction by sequential data assimilation using an extended Kalman filter.
ACC
Bernard T. Agyeman, Song Bo, Soumya R. Sahoo, Xunyuan Yin, Jinfeng Liu, Sirish L. Shah
2020 J jnl
A consensus-based approach for parameter and state estimation of agro-hydrological system.
CoRR
Xunyuan Yin, Song Bo, Jinfeng Liu, Biao Huang
2020 C conf
Robust state estimation for a class of hyperbolic systems with boundary sensor uncertain parameter.
ACC
Xiaodong Xu, Xunyuan Yin, Yuan Yuan, Stevan Dubljevic
2020 J jnl
Soil moisture map construction using microwave remote sensors and sequential data assimilation.
CoRR
Bernard T. Agyeman, Song Bo, Soumya R. Sahoo, Xunyuan Yin, Jinfeng Liu, Sirish L. Shah
2019 J jnl
Forming Distributed State Estimation Network From Decentralized Estimators.
IEEE Trans. Control. Syst. Technol.
Xunyuan Yin, Jing Zeng, Jinfeng Liu
2019 — conf
Robust Model Predictive Control of the Cutterhead System in Tunnel Boring Machines.
ISIE
Langwen Zhang, Jinfeng Liu, Wei Xie, Xunyuan Yin
2018 J jnl
Distributed State Estimation of Sensor-Network Systems Subject to Markovian Channel Switching With Application to a Chemical Process.
IEEE Trans. Syst. Man Cybern. Syst.
Xunyuan Yin, Zhaojian Li, Lixian Zhang, Minghao Han
2018 J jnl
State estimation of wastewater treatment plants based on model approximation.
Comput. Chem. Eng.
Xunyuan Yin, Jinfeng Liu
2017 J jnl
Asynchronous Filtering for Discrete-Time Fuzzy Affine Systems With Variable Quantization Density.
IEEE Trans. Cybern.
Zepeng Ning, Lixian Zhang, José de Jesús Rubio, Xunyuan Yin
2017 J jnl
Cloud Resource Allocation for Cloud-Based Automotive Applications.
CoRR
Zhaojian Li, Tianshu Chu, Ilya V. Kolmanovsky, Xiang Yin, Xunyuan Yin
2017 J jnl
Cloud-Aided State Estimation of A Full-Car Semi-Active Suspension System.
CoRR
Lixian Zhang, Xunyuan Yin, Junnan Shen, Haitao Yu
2017 J jnl
Distributed moving horizon state estimation of two-time-scale nonlinear systems.
Autom.
Xunyuan Yin, Jinfeng Liu
2017 C conf
From decentralized to distributed state estimation.
ACC
Xunyuan Yin, Jing Zeng, Jinfeng Liu
2017 J jnl
Improved Results on Asymptotic Stabilization for Stochastic Nonlinear Time-Delay Systems With Application to a Chemical Reactor System.
IEEE Trans. Syst. Man Cybern. Syst.
Liang Liu, Shen Yin, Lixian Zhang, Xunyuan Yin, Huaicheng Yan
2017 J jnl
Robust Filtering for a Class of Networked Nonlinear Systems With Switching Communication Channels.
IEEE Trans. Cybern.
Lixian Zhang, Xunyuan Yin, Zepeng Ning, Dong Ye
2016 B conf
Cloud-aided moving horizon state estimation of a full-car semi-active suspension system.
SMC
Lixian Zhang, Xunyuan Yin, Junnan Shen, Haitao Yu
2016 J jnl
Resilient Estimation for Networked Systems With Variable Communication Capability.
IEEE Trans. Autom. Control.
Lixian Zhang, Yanzheng Zhu, Zepeng Ning, Xunyuan Yin
2016 C conf
Subsystem decomposition for distributed state estimation of nonlinear systems.
ACC
Xunyuan Yin, Kevin Arulmaran, Jinfeng Liu
2015 — conf
Distributed H∞ filtering over multiple-channel sensor networks with Markovian channel switching and time-varying delays.
CDC
Zhaojian Li, Xunyuan Yin, Xiang Yin, Yi Xie, Changhong Wang
2015 B conf
Fuel Efficiency Modeling and Prediction for Automotive Vehicles: A Data-Driven Approach.
SMC
Xunyuan Yin, Zhaojian Li, Sirish L. Shah, Lisong Zhang, Changhong Wang
2015 J jnl
H
Neurocomputing
Xunyuan Yin, Xu Zhang, Lixian Zhang, Changhong Wang, Maryam Al-Yami, Tasawar Hayat
2015 J jnl
Model reduction of A class of Markov jump nonlinear systems with time-varying delays via projection approach.
Neurocomputing
Xunyuan Yin, Zhaojian Li, Lixian Zhang, Changhong Wang, Wafa Shammakh, Bashir Ahmad
2015 — conf
Robust H∞ control for a class of networked uncertain systems with multiple channels subject to Markovian switching.
CDC
Zhaojian Li, Xunyuan Yin, Ilya V. Kolmanovsky, Jianbo Lu, Dimitar P. Filev, Ella M. Atkins