Qinjun Qiu

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 34

Top Topics

Semantic Segmentation

Natural Language Text

Information Extraction

Weakly Supervised

Top Venues

Earth Sci. Informatics

Expert Syst. Appl.

ISPRS Int. J. Geo Inf.

Publications

Qirui Wu, Zhong Xie, Miao Tian, Qinjun Qiu, Jianguo Chen, Liufeng Tao, Yifan Zhao
Integrating Knowledge Graph and Machine Learning Methods for Landslide Susceptibility Assessment. Remote. Sens. 16 (13) (2024)
Qinjun Qiu, Miao Tian, Zhen Huang, Zhong Xie, Kai Ma, Liufeng Tao, Dexin Xu
Chinese engineering geological named entity recognition by fusing multi-features and data enhancement using deep learning. Expert Syst. Appl. 238 (Part E) (2024)
Yan Chen, Miao Tian, Qirui Wu, Liufeng Tao, Tingyao Jiang, Qinjun Qiu, Hua Huang
A deep learning-based method for deep information extraction from multimodal data for geological reports to support geological knowledge graph construction. Earth Sci. Informatics 17 (3) (2024)
Miao Tian, Kai Ma, Qirui Wu, Qinjun Qiu, Liufeng Tao, Zhong Xie
Joint extraction of entity relations from geological reports based on a novel relation graph convolutional network. Comput. Geosci. 187 (2024)
Qinjun Qiu, Jiandong Liu, Mengqi Hao, Weijie Li, Yang Wang, Zhong Xie, Liufeng Tao
An interoperable software system to store, associate, visualize, and publish global open science data of earth surface system. Environ. Model. Softw. 178 (2024)
Xuke Hu, Tobias Elßner, Shiyu Zheng, Helen Ngonidzashe Serere, Jens Kersten, Friederike Klan, Qinjun Qiu
DLRGeoTweet: A comprehensive social media geocoding corpus featuring fine-grained places. Inf. Process. Manag. 61 (4) (2024)
Jianjun Zhang, Zhipeng Jiang, Qinjun Qiu, Zheng Liu
TCFAP-Net: Transformer-based Cross-feature Fusion and Adaptive Perception Network for large-scale point cloud semantic segmentation. Pattern Recognit. 154 (2024)
Kai Ma, Shuai Zheng, Miao Tian, Qinjun Qiu, Yongjian Tan, Xinxin Hu, HaiYan Li, Zhong Xie
CnGeoPLM: Contextual knowledge selection and embedding with pretrained language representation model for the geoscience domain. Earth Sci. Informatics 16 (4) (2023)
Qinjun Qiu, Zhong Xie, Kai Ma, Miao Tian
BERTCWS: unsupervised multi-granular Chinese word segmentation based on a BERT method for the geoscience domain. Ann. GIS 29 (3) (2023)
Qinjun Qiu, Zhong Xie, Kai Ma, Liufeng Tao, Shiyu Zheng
NeuroSPE: A neuro-net spatial relation extractor for natural language text fusing gazetteers and pretrained models. Trans. GIS 27 (5) (2023)
Liufeng Tao, Kai Ma, Miao Tian, Zhenyang Hui, Shuai Zheng, Junjie Liu, Zhong Xie, Qinjun Qiu
Developing a Base Domain Ontology from Geoscience Report Collection to Aid in Information Retrieval towards Spatiotemporal and Topic Association. ISPRS Int. J. Geo Inf. 13 (1) (2023)
Jie Wan, Yongyang Xu, Qinjun Qiu, Zhong Xie
A geometry-aware attention network for semantic segmentation of MLS point clouds. Int. J. Geogr. Inf. Sci. 37 (1) (2023)
Jie Wan, Ziyin Zeng, Qinjun Qiu, Zhong Xie, Yongyang Xu
PointNest: Learning Deep Multiscale Nested Feature Propagation for Semantic Segmentation of 3-D Point Clouds. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Tianheng Wang, Ling Zheng, Hairong Lv, Chenghu Zhou, Yunheng Shen, Qinjun Qiu, Yan Li, Pufan Li, Guorui Wang
A distributed joint extraction framework for sedimentological entities and relations with federated learning. Expert Syst. Appl. 213 (Part) (2023)
Miao Tian, Xinxin Hu, Jiakai Huang, Kai Ma, Haiyan Li, Shuai Zheng, Liufeng Tao, Qinjun Qiu
Spatio-Temporal Relevance Classification from Geographic Texts Using Deep Learning. ISPRS Int. J. Geo Inf. 12 (9) (2023)
Bin Wang, Liang Wu, Zhong Xie, Qinjun Qiu, Yuan Zhou, Kai Ma, Liufeng Tao
Understanding geological reports based on knowledge graphs using a deep learning approach. Comput. Geosci. 168 (2022)
Qinjun Qiu, Zhong Xie, Shu Wang, Yunqiang Zhu, Hairong Lv, Kai Sun
ChineseTR: A weakly supervised toponym recognition architecture based on automatic training data generator and deep neural network. Trans. GIS 26 (3) (2022)
Liufeng Tao, Zhong Xie, Dexin Xu, Kai Ma, Qinjun Qiu, Shengyong Pan, Bo Huang
Geographic Named Entity Recognition by Employing Natural Language Processing and an Improved BERT Model. ISPRS Int. J. Geo Inf. 11 (12) (2022)
Kai Ma, Miao Tian, Yongjian Tan, Xuejing Xie, Qinjun Qiu
What is this article about? Generative summarization with the BERT model in the geosciences domain. Earth Sci. Informatics 15 (1) (2022)
Qinjun Qiu, Zhong Xie, Kai Ma, Zhanlong Chen, Liufeng Tao
Spatially oriented convolutional neural network for spatial relation extraction from natural language texts. Trans. GIS 26 (2) (2022)
Hao Liu, Qinjun Qiu, Liang Wu, Wenjia Li, Bin Wang, Yuan Zhou
Few-shot learning for name entity recognition in geological text based on GeoBERT. Earth Sci. Informatics 15 (2) (2022)
Kai Ma, Yongjian Tan, Miao Tian, Xuejing Xie, Qinjun Qiu, Sanfeng Li, Xin Wang
Extraction of temporal information from social media messages using the BERT model. Earth Sci. Informatics 15 (1) (2022)
Ying Ma, Zhong Xie, Gang Li, Kai Ma, Zhen Huang, Qinjun Qiu, Hui Liu
Text visualization for geological hazard documents via text mining and natural language processing. Earth Sci. Informatics 15 (1) (2022)
Kai Ma, Yongjian Tan, Zhong Xie, Qinjun Qiu, Siqiong Chen
Chinese toponym recognition with variant neural structures from social media messages based on BERT methods. J. Geogr. Syst. 24 (2) (2022)
Jie Wan, Zhong Xie, Yongyang Xu, Ziyin Zeng, Ding Yuan, Qinjun Qiu
DGANet: A Dilated Graph Attention-Based Network for Local Feature Extraction on 3D Point Clouds. Remote. Sens. 13 (17) (2021)
Jie Wan, Zhong Xie, Yongyang Xu, Siqiong Chen, Qinjun Qiu
DA-RoadNet: A Dual-Attention Network for Road Extraction From High Resolution Satellite Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Anna Hu, Siqiong Chen, Liang Wu, Zhong Xie, Qinjun Qiu, Yongyang Xu
WSGAN: An Improved Generative Adversarial Network for Remote Sensing Image Road Network Extraction by Weakly Supervised Processing. Remote. Sens. 13 (13) (2021)
Anna Hu, Zhong Xie, Yongyang Xu, Mingyu Xie, Liang Wu, Qinjun Qiu
Unsupervised Haze Removal for High-Resolution Optical Remote-Sensing Images Based on Improved Generative Adversarial Networks. Remote. Sens. 12 (24) (2020)
Qinjun Qiu, Zhong Xie, Liang Wu, Liufeng Tao
Automatic spatiotemporal and semantic information extraction from unstructured geoscience reports using text mining techniques. Earth Sci. Informatics 13 (4) (2020)
Qinjun Qiu, Zhong Xie, Liang Wu, Wenjia Li
Geoscience keyphrase extraction algorithm using enhanced word embedding. Expert Syst. Appl. 125 (2019)
Qinjun Qiu, Zhong Xie, Liang Wu, Liufeng Tao, Wenjia Li
BiLSTM-CRF for geological named entity recognition from the geoscience literature. Earth Sci. Informatics 12 (4) (2019)
Qinjun Qiu, Zhong Xie, Liang Wu, Wenjia Li
DGeoSegmenter: A dictionary-based Chinese word segmenter for the geoscience domain. Comput. Geosci. 121 (2018)
Qinjun Qiu, Zhong Xie
Ontology-Based Enhanced Word Embedding for Automated Information Extraction from Geoscience Reports. Geoinformatics (2018)
Yong Liu, Daopin Xia, Qinjun Qiu, Dawei Cai
Research on visual background extractor to identify the vehicles based on edge similarity. Int. J. Wirel. Mob. Comput. 13 (1) (2017)