Research on visual background extractor to identify the vehicles based on edge similarity. - Yong Liu; Daopin Xia; Qinjun Qiu; Dawei Cai (Int. J. Wirel. Mob. Comput., 2017)

Ontology-Based Enhanced Word Embedding for Automated Information Extraction from Geoscience Reports. - Qinjun Qiu; Zhong Xie (Geoinformatics, 2018)

DGeoSegmenter: A dictionary-based Chinese word segmenter for the geoscience domain. - Qinjun Qiu; Zhong Xie; Liang Wu 005; Wenjia Li (Comput. Geosci., 2018)

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)

Geoscience keyphrase extraction algorithm using enhanced word embedding. - Qinjun Qiu; Zhong Xie; Liang Wu 005; Wenjia Li (Expert Syst. Appl., 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)

Unsupervised Haze Removal for High-Resolution Optical Remote-Sensing Images Based on Improved Generative Adversarial Networks. - Anna Hu; Zhong Xie; Yongyang Xu; Mingyu Xie; Liang Wu 005; Qinjun Qiu (Remote. Sens., 2020)

WSGAN: An Improved Generative Adversarial Network for Remote Sensing Image Road Network Extraction by Weakly Supervised Processing. - Anna Hu; Siqiong Chen; Liang Wu 005; Zhong Xie; Qinjun Qiu; Yongyang Xu (Remote. Sens., 2021)

DGANet: A Dilated Graph Attention-Based Network for Local Feature Extraction on 3D Point Clouds. - Jie Wan; Zhong Xie; Yongyang Xu; Ziyin Zeng; Ding Yuan; Qinjun Qiu (Remote. Sens., 2021)

DA-RoadNet: A Dual-Attention Network for Road Extraction From High Resolution Satellite Imagery. - Jie Wan; Zhong Xie; Yongyang Xu; Siqiong Chen; Qinjun Qiu (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Few-shot learning for name entity recognition in geological text based on GeoBERT. - Hao Liu; Qinjun Qiu; Liang Wu 005; Wenjia Li; Bin Wang 087; Yuan Zhou 014 (Earth Sci. Informatics, 2022)

What is this article about? Generative summarization with the BERT model in the geosciences domain. - Kai Ma 004; Miao Tian; Yongjian Tan; Xuejing Xie; Qinjun Qiu (Earth Sci. Informatics, 2022)

Extraction of temporal information from social media messages using the BERT model. - Kai Ma 004; Yongjian Tan; Miao Tian; Xuejing Xie; Qinjun Qiu; Sanfeng Li; Xin Wang (Earth Sci. Informatics, 2022)

Text visualization for geological hazard documents via text mining and natural language processing. - Ying Ma; Zhong Xie; Gang Li; Kai Ma 004; Zhen Huang; Qinjun Qiu; Hui Liu (Earth Sci. Informatics, 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)

Chinese toponym recognition with variant neural structures from social media messages based on BERT methods. - Kai Ma 004; Yongjian Tan; Zhong Xie; Qinjun Qiu; Siqiong Chen (J. Geogr. Syst., 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)

ChineseTR: A weakly supervised toponym recognition architecture based on automatic training data generator and deep neural network. - Qinjun Qiu; Zhong Xie; Shu Wang 006; Yunqiang Zhu; Hairong Lv; Kai Sun 009 (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)

A distributed joint extraction framework for sedimentological entities and relations with federated learning. - Tianheng Wang; Ling Zheng; Hairong Lv; Chenghu Zhou; Yunheng Shen; Qinjun Qiu; Yan Li; Pufan Li; Guorui Wang (Expert Syst. Appl., 2023)

A geometry-aware attention network for semantic segmentation of MLS point clouds. - Jie Wan; Yongyang Xu; Qinjun Qiu; Zhong Xie (Int. J. Geogr. Inf. Sci., 2023)

PointNest: Learning Deep Multiscale Nested Feature Propagation for Semantic Segmentation of 3-D Point Clouds. - Jie Wan; Ziyin Zeng; Qinjun Qiu; Zhong Xie; Yongyang Xu (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

BERTCWS: unsupervised multi-granular Chinese word segmentation based on a BERT method for the geoscience domain. - Qinjun Qiu; Zhong Xie; Kai Ma 004; Miao Tian (Ann. GIS, 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)

CnGeoPLM: Contextual knowledge selection and embedding with pretrained language representation model for the geoscience domain. - Kai Ma 004; Shuai Zheng; Miao Tian; Qinjun Qiu; Yongjian Tan; Xinxin Hu; Haiyan Li; Zhong Xie (Earth Sci. Informatics, 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)

DLRGeoTweet: A comprehensive social media geocoding corpus featuring fine-grained places. - Xuke Hu; Tobias Elßner; Shiyu Zheng; Helen Ngonidzashe Serere; Jens Kersten; Friederike Klan; Qinjun Qiu (Inf. Process. Manag., 2024)

TCFAP-Net: Transformer-based Cross-feature Fusion and Adaptive Perception Network for large-scale point cloud semantic segmentation. - Jianjun Zhang; Zhipeng Jiang; Qinjun Qiu; Zheng Liu 004 (Pattern Recognit., 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)

Domain knowledge-guided geological named entities recognition of rock minerals based on prompt engineering with error feedback mechanism. - Qinjun Qiu; Yunxia Ma; Peng Han; Kai Ma 004; Zehua Huang; Miao Tian; Qirui Wu (Comput. Geosci., 2025)

A deep learning method for 3D geological modeling using ET4DD with offset-attention mechanism. - Anjing Ren; Liang Wu 005; Jianglong Xu; Yanjie Xing; Qinjun Qiu; Zhong Xie (Comput. Geosci., 2025)

PyramidPCD: A novel pyramid network for point cloud denoising. - Zheng Liu 004; Weijie Zhou; Chuchen Guo; Qinjun Qiu; Zhong Xie (Pattern Recognit., 2025)

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)

A Knowledge-Guided Spatio-Temporal Correlation Measure Considering Rules and Dependency Syntax for Knowledge Graph Adaptive Representation. - Qinjun Qiu; Haiyan Li; Xinxin Hu; Miao Tian; Kai Ma 004; Yunqiang Zhu; Kai Sun 009; Weirong Li; Shu Wang 006; 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)

ARTS: A General and Efficient Multi-Task Self-Prompt Framework for Explainable Sequential Recommendation. - Zunlong Liu; Yang Xu 025; Gao Cong; Lei Zhu 002; Qinjun Qiu; Huaxiang Zhang 001 (ACM Trans. Inf. Syst., 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)