Attention based Residual Network for High-Resolution Remote Sensing Imagery Scene Classification. - Runyu Fan; Lizhe Wang 001; Ruyi Feng; Yingqian Zhu 001 (IGARSS, 2019)

Deep Learning-Based Named Entity Recognition and Knowledge Graph Construction for Geological Hazards. - Runyu Fan; Lizhe Wang 001; Jining Yan; Weijing Song; Yingqian Zhu 001; Xiaodao Chen (ISPRS Int. J. Geo Inf., 2020)

Semi-MCNN: A Semisupervised Multi-CNN Ensemble Learning Method for Urban Land Cover Classification Using Submeter HRRS Images. - Runyu Fan; Ruyi Feng; Lizhe Wang 001; Jining Yan; Xiaohan Zhang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

Urban Functional Zone Mapping With a Bibranch Neural Network via Fusing Remote Sensing and Social Sensing Data. - Runyu Fan; Ruyi Feng; Wei Han 006; Lizhe Wang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Improving Training Instance Quality in Aerial Image Object Detection With a Sampling-Balance-Based Multistage Network. - Wei Han 006; Runyu Fan; Lizhe Wang 001; Ruyi Feng; Fengpeng Li; Ze Deng; Xiaodao Chen (IEEE Trans. Geosci. Remote. Sens., 2021)

Urban informal settlements classification via a transformer-based spatial-temporal fusion network using multimodal remote sensing and time-series human activity data. - Runyu Fan; Jun Li 009; Weijing Song; Wei Han 006; Jining Yan; Lizhe Wang 001 (Int. J. Appl. Earth Obs. Geoinformation, 2022)

Complex Mountain Road Extraction in High-Resolution Remote Sensing Images via a Light Roadformer and a New Benchmark. - Xinyu Zhang; Yu Jiang; Lizhe Wang 001; Wei Han 006; Ruyi Feng; Runyu Fan; Sheng Wang 006 (Remote. Sens., 2022)

Fine-Scale Urban Informal Settlements Mapping by Fusing Remote Sensing Images and Building Data via a Transformer-Based Multimodal Fusion Network. - Runyu Fan; Fengpeng Li; Wei Han 006; Jining Yan; Jun Li 009; Lizhe Wang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Multilevel Spatial-Channel Feature Fusion Network for Urban Village Classification by Fusing Satellite and Streetview Images. - Runyu Fan; Jun Li 009; Fengpeng Li; Wei Han 006; Lizhe Wang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Geological Remote Sensing Interpretation Using Deep Learning Feature and an Adaptive Multisource Data Fusion Network. - Wei Han 006; Jun Li 009; Sheng Wang 006; Xinyu Zhang; Yusen Dong; Runyu Fan; Xiaohan Zhang; Lizhe Wang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

A context-scale-aware detector and a new benchmark for remote sensing small weak object detection in unmanned aerial vehicle images. - Wei Han 006; Jun Li 009; Sheng Wang 006; Yi Wang 021; Jining Yan; Runyu Fan; Xiaohan Zhang; Lizhe Wang 001 (Int. J. Appl. Earth Obs. Geoinformation, 2022)

Semi-supervised geological disasters named entity recognition using few labeled data. - Xinya Lei; Weijing Song; Runyu Fan; Ruyi Feng; Lizhe Wang 001 (GeoInformatica, 2023)

An Efficient Device Placement Method for Distributed Training of Multi-branch Neural Network-Based Remote Sensing Interpretation. - Ao Long; Yuewei Wang; Xiaohui Huang 002; Wei Han 006; Runyu Fan; Yunliang Chen 002; Jianxin Li 001 (WISE (3), 2024)

Refined Water-Body Types Mapping Using a Water-Scene Enhancement Deep Models by Fusing Optical and SAR Images. - Haozheng Ma; Xiaohong Yang; Runyu Fan; Wei Han 006; Kang He 001; Lizhe Wang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

A unified multimodal learning method for urban functional zone identification by fusing inner-street visual-textual information from street-view and satellite images. - Jiajun Chen; Runyu Fan; Hongyang Niu; Zijian Xu 007; Jining Yan; Weijing Song; Ruyi Feng (Int. J. Appl. Earth Obs. Geoinformation, 2025)

A 10-meter global terrace mapping using sentinel-2 imagery and topographic features with deep learning methods and cloud computing platform support. - Yifan Li; Fuyou Tian; Miao Zhang 002; Hongwei Zeng; Shukri Ahmed; Xinli Qin; Yanxu Liu; Lizhe Wang 001; Runyu Fan; Bingfang Wu (Int. J. Appl. Earth Obs. Geoinformation, 2025)

Multiclass Crop Interpretation via a Lightweight Attentive Feature Fusion Network Using Vehicle-View Images. - Wenyue Li; Bingfang Wu; Runyu Fan; Fuyou Tian; Miao Zhang 002; Zhaoying Zhou; Jun Hu; Ruyi Feng; Fangming Wu (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Refined Urban Informal Settlements' Mapping at Agglomeration Scale With the Guidance of Background Knowledge From Easy-Accessed Crowdsourced Geospatial Data. - Runyu Fan; Hongyang Niu; Zijian Xu 007; Jiajun Chen; Ruyi Feng; Lizhe Wang 001 (IEEE Trans. Geosci. Remote. Sens., 2025)