Yin, Xunyuan

1. Large Language Models and Foundation Models in Smart Agriculture: Basics, Opportunities, and Challenges
   2023/08/13 by Jiajia Li, Mingle Xu, Li, Jiajia +11 · 6 citations
   Agricultural and Biological Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Smart Agriculture and AI
2. Communication-Efficient Decentralized Multi-Agent Reinforcement Learning for Cooperative Adaptive Cruise Control
   2023/08/04 by Dong Chen, Chen, Dong, Kaixiang Zhang +8 · 5 citations
   Engineering · #Traffic control and management #Transportation and Mobility Innovations #Traffic Prediction and Management Techniques
3. A Survey on 3D Reconstruction Techniques in Plant Phenotyping: From Classical Methods to Neural Radiance Fields (NeRF), 3D Gaussian Splatting (3DGS), and Beyond
   2025/04/30 by Jiajia Li, Li, Jiajia, Xinda Qi +13 · 5 citations
   Chemistry · Biochemistry, Genetics and Molecular Biology · Agricultural and Biological Sciences · #Spectroscopy and Chemometric Analyses #Spectroscopy Techniques in Biomedical and Chemical Research #Smart Agriculture and AI
4. Machine learning-based input-augmented Koopman modeling and predictive control of nonlinear processes
   2024/08/05 by Zhaoyang Li, Li, Zhaoyang, Minghao Han +5 · 3 citations
   Engineering · #Advanced Control Systems Optimization
5. Efficient Economic Model Predictive Control of Water Treatment Process with Learning-based Koopman Operator
   2024/05/21 by Minghao Han, Jingshi Yao, Han, Minghao +5 · 2 citations
   Engineering · #Advanced Control Systems Optimization #FOS: Electrical engineering #Systems and Control (eess.SY) #electronic engineering #information engineering
6. Deep DeePC: Data-enabled predictive control with low or no online optimization using deep learning
   2024/08/29 by Xuewen Zhang, Zhang, Xuewen, Kaixiang Zhang +5 · 3 citations
   Engineering · #Advanced Control Systems Optimization #FOS: Electrical engineering #Fault Detection and Control Systems #Iterative Learning Control Systems #Systems and Control (eess.SY) #electronic engineering #information engineering
7. Control invariant set enhanced safe reinforcement learning: improved sampling efficiency, guaranteed stability and robustness
   2023/05/24 by Bo Song, Bernard T. Agyeman, Bo, Song +5 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Engineering · Medicine · #Artificial Intelligence (cs.AI) #Cardiac electrophysiology and arrhythmias #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Fault Detection and Control Systems #Machine Learning (cs.LG) #Systems and Control (eess.SY) #Viral Infectious Diseases and Gene Expression in Insects #electronic engineering #information engineering
8. Online Reduced-Order Data-Enabled Predictive Control
   2024/07/22 by Vahidi-Moghaddam, Amin, Zhang, Kaixiang, Yin, Xunyuan +2 · 1 citation
   #FOS: Electrical engineering #Systems and Control (eess.SY) #electronic engineering #information engineering
9. Deep Neural Koopman Operator-based Economic Model Predictive Control of Shipboard Carbon Capture System
   2025/04/09 by Minghao Han, Xunyuan Yin, Han, Minghao +1 · 3 citations
   Engineering · Environmental Science · #Carbon Dioxide Capture Technologies #FOS: Computer and information sciences #FOS: Electrical engineering #Integrated Energy Systems Optimization #Machine Learning (cs.LG) #Maritime Transport Emissions and Efficiency #Systems and Control (eess.SY) #electronic engineering #information engineering
10. Data-driven parallel Koopman subsystem modeling and distributed moving horizon state estimation for large-scale nonlinear processes
    2024/04/10 by Li, Xiaojie, Bo, Song, Zhang, Xuewen +2 · 1 citation
    #FOS: Electrical engineering #Systems and Control (eess.SY) #electronic engineering #information engineering
11. MetaFruit Meets Foundation Models: Leveraging a Comprehensive Multi-Fruit Dataset for Advancing Agricultural Foundation Models
    2024/05/14 by Jiajia Li, Kyle Lammers, Li, Jiajia +11 · 1 citation
    Agricultural and Biological Sciences · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Smart Agriculture and AI #electronic engineering #information engineering
12. A Transferable Multi-stage Model with Cycling Discrepancy Learning for Lithium-ion Battery State of Health Estimation
    2022/09/01 by Yan Qin, Qin, Yan, Chau Yuen +5 · 1 citation
    Computer Science · Engineering · #Advanced Battery Technologies Research #Age of Information Optimization #Artificial Intelligence (cs.AI) #Electric Vehicles and Infrastructure #FOS: Computer and information sciences #Machine Learning (cs.LG)