Zhipeng Yuan

Journal articles

• Zheng Y, Qi J, Yang Y, Yang P & Yuan Z (2025) Aphid-YOLO: A lightweight detection model for real-time identification and counting of aphids in complex field environments. IEEE Transactions on AgriFood Electronics. View this article in WRRO
• Wang X, Zhang Y, Liu T, Yuan Z, Liu K, Lanfranchi V & Yang P (2025) SPOT: An efficient training-free task similarity quantification method for continual learning. Pattern Recognition Letters. View this article in WRRO
• Yuan Z, Liu K, Li S, Peng R, Leybourne D, Musa N & Yang P (2025) PEZEGO: A precision agriculture system based on large language models and internet of things for pest management. IEEE Internet of Things Journal. View this article in WRRO
• Liu K, Yang W, Jiao L, Yuan Z & Wen C-Y (2025) Fast Fixed-Time Distributed Neural Formation Control-based Disturbance Observer for Multiple Quadrotor UAVs Under Unknown Disturbances. IEEE Transactions on Aerospace and Electronic Systems, 1-18.
• Yuan Z, Liu K, Peng R, Li S, Leybourne D, Musa N, Huang H & Yang P (2025) PestGPT: Leveraging large language models and IoT for timely and customized recommendation generation in sustainable pest management. IEEE Internet of Things Magazine, 8(1), 26-33. View this article in WRRO
• Li S, Yuan Z, Peng R, Leybourne D, Xue Q, Li Y & Yang P (2024) An effective farmer-centred mobile intelligence solution using lightweight deep learning for integrated wheat pest management. Journal of Industrial Information Integration, 42. View this article in WRRO
• Liu K, Yang P, Jiao L, Wang R, Yuan Z & Li T (2024) Observer-based adaptive finite-time neural control for constrained nonlinear systems with actuator saturation compensation. IEEE Transactions on Instrumentation and Measurement, 73. View this article in WRRO
• Liu K, Yang P, Jiao L, Wang R, Yuan Z & Dong S (2023) Antisaturation fixed-time attitude tracking control based low-computation learning for uncertain quadrotor UAVs with external disturbances. Aerospace Science and Technology, 142, 108668-108668.

Book chapters

• Li T, Yang J, Li C, Lv L, Liu K, Yuan Z, Li Y & Yu H (2024) Deep Recognition of Chinese Herbal Medicines Based on a Caputo Fractional Order Convolutional Neural Network, Communications in Computer and Information Science (pp. 41-51). Springer Nature Switzerland
• Wang X, Zhang Y, Zhou M, Liu T, Yuan Z, Peng X, Liu K, Qi J & Yang P (2024) Randomized Multi-task Feature Learning Approach for Modelling and Predicting Alzheimer’s Disease Progression, Communications in Computer and Information Science (pp. 52-68). Springer Nature Switzerland

Conference proceedings

• Zheng Y, Yuan Z, Qi J & Yang P (2025) Integrating Large Language Models with Computer Vision for Automated Pest Management in Precision Agriculture. 2025 IEEE 23rd International Conference on Industrial Informatics (INDIN) (pp 1-6), 12 July 2025 - 15 July 2025.
• Zhou M, Wang M, Zhang Y, Yuan Z, Lanfranchi V & Yang P (2024) Learning Interpretable Continuous Representation for Alzheimer’s Disease Classification. 2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (pp 6545-6552), 3 December 2024 - 6 December 2024.
• Bi G, Zhang Y, Xue Q, Li Y, Yuan Z, Liu K, Liu T & Yang P (2024) ParallelFarm: An AI-Enabled Sustainable Farming Management System for Carbon Neutrality. 2024 IEEE 22nd International Conference on Industrial Informatics (INDIN) (pp 1-6), 18 August 2024 - 20 August 2024.
• Yang S, Yuan Z, Li S, Peng R, Liu K & Yang P (2024) Advancing Agricultural Decision-Making with a Multi-Dimensional Evaluation of Large Language Models for Sustainable Pest Management. 2024 IEEE 22nd International Conference on Industrial Informatics (INDIN) (pp 1-6), 18 August 2024 - 20 August 2024.
• Yuan Z, Musa N, Dybal K, Back M, Leybourne D & Yang P (2023) Quantifying Nematodes through Images: Datasets, Models, and Baselines of Deep Learning. 2023 IEEE 22nd International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom) (pp 2448-2455), 1 November 2023 - 3 November 2023.
• Yuan Z, Liu K, Li S & Yang P (2023) Automatic Generation of Visual Concept-based Explanations for Pest Recognition. 2023 IEEE 21st International Conference on Industrial Informatics (INDIN) (pp 1-6), 18 July 2023 - 20 July 2023.
• Yuan Z, Li S, Peng R, Leybourne D, Yang P & Li Y (2023) PestDSS: An Integrated Decision Support System for Sustainable Pest Management in Agriculture. 2023 IEEE 32nd International Symposium on Industrial Electronics (ISIE) (pp 1-6), 19 June 2023 - 21 June 2023.
• Yuan Z, Li S, Yang P & Li Y (2022) Lightweight Object Detection Model with Data Augmentation for Tiny Pest Detection. 2022 IEEE 20th International Conference on Industrial Informatics (INDIN) (pp 233-238), 25 July 2022 - 28 July 2022.

Preprints

• Lin R, Yuan Z, Li M, Liu T, Lei Y, Li K, Xu Y & Wang K (2026) Airport Terminal Load Forecasting - A Dual-Branch Hybrid Approach Based on TCN and iTransformer, Elsevier BV.
• Yuan Z, Zhang Y, Bi G & Yang P (2025) Exploring the Feasibility of Deep Learning Models for Long-term Disease Prediction: A Case Study for Wheat Yellow Rust in England.
• Yuan Z, Musa N, Dybal K, Back M, Leybourne D & Yang P (2024) Quantifying Nematodes through Images: Datasets, Models, and Baselines of Deep Learning.