Matching Descriptions to Spatial Entities Using a Siamese Hierarchical Attention Network. - Kai Ma 004; Liang Wu 005; Liufeng Tao; Wenjia Li; Zhong Xie (IEEE Access, 2018)

Ontology-based question understanding with the constraint of Spatio-temporal geological knowledge. - Wenjia Li; Liang Wu 005; Zhong Xie; Liufeng Tao; Kuanmao Zou; Fengdan Li; Jinli Miao (Earth Sci. Informatics, 2019)

BiLSTM-CRF for geological named entity recognition from the geoscience literature. - Qinjun Qiu; Zhong Xie; Liang Wu 005; Liufeng Tao; Wenjia Li (Earth Sci. Informatics, 2019)

Automatic spatiotemporal and semantic information extraction from unstructured geoscience reports using text mining techniques. - Qinjun Qiu; Zhong Xie; Liang Wu 005; Liufeng Tao (Earth Sci. Informatics, 2020)

Extracting the Tailings Ponds from High Spatial Resolution Remote Sensing Images by Integrating a Deep Learning-Based Model. - Jianjun Lyu; Ying Hu; Shuliang Ren; Yao Yao 004; Dan Ding; Qingfeng Guan 001; Liufeng Tao (Remote. Sens., 2021)

A Method for Removing Complex Visible Watermarks of Electronic Map Based on Conditional Generative Adversarial Nets. - Baode Jiang; Shaofen Xu; Liufeng Tao; Zhong Xie (Geoinformatics, 2022)

Understanding geological reports based on knowledge graphs using a deep learning approach. - Bin Wang 087; Liang Wu 005; Zhong Xie; Qinjun Qiu; Yuan Zhou 014; Kai Ma 004; Liufeng Tao (Comput. Geosci., 2022)

TE-SAGAN: An Improved Generative Adversarial Network for Remote Sensing Super-Resolution Images. - Yongyang Xu; Wei Luo; Anna Hu; Zhong Xie; Xuejing Xie; Liufeng Tao (Remote. Sens., 2022)

Spatially oriented convolutional neural network for spatial relation extraction from natural language texts. - Qinjun Qiu; Zhong Xie; Kai Ma 004; Zhanlong Chen; Liufeng Tao (Trans. GIS, 2022)

Geographic Named Entity Recognition by Employing Natural Language Processing and an Improved BERT Model. - Liufeng Tao; Zhong Xie; Dexin Xu; Kai Ma 004; Qinjun Qiu; Shengyong Pan; Bo Huang (ISPRS Int. J. Geo Inf., 2022)

Indoor 3D Point Cloud Segmentation Based on Multi-Constraint Graph Clustering. - Ziwei Luo; Zhong Xie; Jie Wan; Ziyin Zeng; Lu Liu; Liufeng Tao (Remote. Sens., 2023)

NeuroSPE: A neuro-net spatial relation extractor for natural language text fusing gazetteers and pretrained models. - Qinjun Qiu; Zhong Xie; Kai Ma 004; Liufeng Tao; Shiyu Zheng (Trans. GIS, 2023)

Spatio-Temporal Relevance Classification from Geographic Texts Using Deep Learning. - Miao Tian; Xinxin Hu; Jiakai Huang; Kai Ma 004; Haiyan Li; Shuai Zheng; Liufeng Tao; Qinjun Qiu (ISPRS Int. J. Geo Inf., 2023)

Developing a Base Domain Ontology from Geoscience Report Collection to Aid in Information Retrieval towards Spatiotemporal and Topic Association. - Liufeng Tao; Kai Ma 004; Miao Tian; Zhenyang Hui; Shuai Zheng; Junjie Liu; Zhong Xie; Qinjun Qiu (ISPRS Int. J. Geo Inf., 2023)

An interoperable software system to store, associate, visualize, and publish global open science data of earth surface system. - Qinjun Qiu; Jiandong Liu; Mengqi Hao; Weijie Li; Yang Wang; Zhong Xie; Liufeng Tao (Environ. Model. Softw., 2024)

Joint extraction of entity relations from geological reports based on a novel relation graph convolutional network. - Miao Tian; Kai Ma 004; Qirui Wu; Qinjun Qiu; Liufeng Tao; Zhong Xie (Comput. Geosci., 2024)

Chinese engineering geological named entity recognition by fusing multi-features and data enhancement using deep learning. - Qinjun Qiu; Miao Tian; Zhen Huang; Zhong Xie; Kai Ma 004; Liufeng Tao; Dexin Xu (Expert Syst. Appl., 2024)

A deep learning-based method for deep information extraction from multimodal data for geological reports to support geological knowledge graph construction. - Yan Chen; Miao Tian; Qirui Wu; Liufeng Tao; Tingyao Jiang; Qinjun Qiu; Hua Huang (Earth Sci. Informatics, 2024)

Integrating Knowledge Graph and Machine Learning Methods for Landslide Susceptibility Assessment. - Qirui Wu; Zhong Xie; Miao Tian; Qinjun Qiu; Jianguo Chen 003; Liufeng Tao; Yifan Zhao (Remote. Sens., 2024)

A deep neural network model for Chinese toponym matching with geographic pre-training model. - Qinjun Qiu; Shiyu Zheng; Miao Tian; Jiali Li; Kai Ma 004; Liufeng Tao; Zhong Xie (Int. J. Digit. Earth, 2024)

Geographic Entity Alignment Based a Semi-Supervised Dual Strategy Iteration. - Zixuan Li; Liang Wu 005; Qinjun Qiu; Shiyu Zheng; Miao Tian; Liufeng Tao; Zhong Xie (Trans. GIS, 2025)

DCKH-CNN: A Multimetric Graph-Based Convolutional Neural Network for Identifying Key Influential Nodes in Earth Surface Data Linked Networks. - Qinjun Qiu; Jiandong Liu; Mengqi Hao; Weijie Li; Yang Wang; Liufeng Tao; Liang Wu 005; Zhong Xie (Trans. GIS, 2025)

A deep learning architecture for aligning cross-domain geographic knowledge graph. - Qinjun Qiu; Shiyu Zheng; Jiali Li; Miao Tian; Zixuan Li; Liufeng Tao; Yunqiang Zhu; Yi Huang; Zhanlong Chen; Zhong Xie (Int. J. Geogr. Inf. Sci., 2025)