Nengfu Xie

机构：National Agricultural Statistics Service, Beijing University of Chinese Medicine, Agricultural Information Institute, Chinese Academy of Agricultural Sciences, Ministry of Agriculture and Rural Affairs, New Jersey Microsystems (United States), National Engineering Research Center for Information Technology in Agriculture, China Agricultural University · ORCID：0000-0003-3593-8480

发表论文 72 篇 · 总被引 290 次 · h-index 8

代表论文

• MCAGCN: Multi‐component attention graph convolutional neural network for road travel time prediction (2023 · IET Intelligent Transport Systems · 被引 23)
• Informed-Learning-Guided Visual Question Answering Model of Crop Disease (2024 · Plant Phenomics · 被引 8)
• STAT-LSTM: A multivariate spatiotemporal feature aggregation model for SPEI-based drought prediction (2025 · Earth Science Informatics · 被引 7)
• Crop GraphRAG: pest and disease knowledge base Q&A system for sustainable crop protection (2026 · Frontiers in Plant Science · 被引 5)
• Generalized zero-shot pest and disease image classification based on causal gating model (2025 · Computers and Electronics in Agriculture · 被引 5)
• Cryptocurrency Transaction Anomaly Detection Based on Chebyshev Graph Neural Network (2024 · Communications in computer and information science · 被引 3)