Renyi Liu

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 44

Top Topics

Attention Mechanism

Top Venues

ISPRS Int. J. Geo Inf.

Int. J. Geogr. Inf. Sci.

Environ. Model. Softw.

Publications

Fanen Meng, Sensen Wu, Yadong Li, Zhe Zhang, Tian Feng, Renyi Liu, Zhenhong Du
Single Remote Sensing Image Super-Resolution via a Generative Adversarial Network With Stratified Dense Sampling and Chain Training. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Jihan Wang, Nan Zhang, Laifu Zhang, Haoyu Jing, Yiming Yan, Sensen Wu, Renyi Liu
Spatial Downscaling of Nighttime Land Surface Temperature Based on Geographically Neural Network Weighted Regression Kriging. Remote. Sens. 16 (14) (2024)
Yanan Hao, Jin Qi, Xiaowen Ma, Sensen Wu, Renyi Liu, Xiaoyi Zhang
An LLM-Based Inventory Construction Framework of Urban Ground Collapse Events with Spatiotemporal Locations. ISPRS Int. J. Geo Inf. 13 (4) (2024)
Shuchen Liang, Anming Zhao, Mengjiao Qin, Linshu Hu, Sensen Wu, Zhenhong Du, Renyi Liu
A Graph Memory Neural Network for Sea Surface Temperature Prediction. Remote. Sens. 15 (14) (2023)
Lijun Wang, Linshu Hu, Chenhua Fu, Yuhan Yu, Peng Tang, Feng Zhang, Renyi Liu
SLBRIN: A Spatial Learned Index Based on BRIN. ISPRS Int. J. Geo Inf. 12 (4) (2023)
Zhe Zhang, Xuying Yang, Lingfei Shi, Bingbing Wang, Zhenhong Du, Feng Zhang, Renyi Liu
A neural network framework for fine-grained tropical cyclone intensity prediction. Knowl. Based Syst. 241 (2022)
Ziyang Weng, Xi Fang, Ziyu Zhang, Renyi Liu
Algorithm for Cartography: Adding Out-domain Knowledge to the Level of Complexity Can Improve the Evolutionary Nature of Multilevel Genotype GIS. WI/IAT (2022)
Yadong Li, Sébastien Mavromatis, Feng Zhang, Zhenhong Du, Jean Sequeira, Zhongyi Wang, Xianwei Zhao, Renyi Liu
Single-Image Super-Resolution for Remote Sensing Images Using a Deep Generative Adversarial Network With Local and Global Attention Mechanisms. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Xuying Yang, Feng Zhang, Peng Sun, Xiaofan Li, Zhenhong Du, Renyi Liu
A spatio-temporal graph-guided convolutional LSTM for tropical cyclones precipitation nowcasting. Appl. Soft Comput. 124 (2022)
Linshu Hu, Feng Zhang, Mengjiao Qin, Zhiyi Fu, Zhende Chen, Zhenhong Du, Renyi Liu
A Dynamic Pyramid Tilling Method for Traffic Data Stream Based on Flink. IEEE Trans. Intell. Transp. Syst. 23 (7) (2022)
Yurong Chen, Feng Zhang, Xinba Li, Chuanrong Zhang, Ninghua Chen, Zhenhong Du, Renyi Liu, Bo Wang
Deep Understanding of Urban Dynamics from Imprint Urban Toponymic Data Using a Spatial-Temporal-Semantic Analysis Approach. ISPRS Int. J. Geo Inf. 10 (5) (2021)
Linshu Hu, Mengjiao Qin, Feng Zhang, Zhenhong Du, Renyi Liu
RSCNN: A CNN-Based Method to Enhance Low-Light Remote-Sensing Images. Remote. Sens. 13 (1) (2021)
Chuyi Wu, Feng Zhang, Junshi Xia, Yichen Xu, Guoqing Li, Jibo Xie, Zhenhong Du, Renyi Liu
Building Damage Detection Using U-Net with Attention Mechanism from Pre- and Post-Disaster Remote Sensing Datasets. Remote. Sens. 13 (5) (2021)
Sensen Wu, Zhongyi Wang, Zhenhong Du, Bo Huang, Feng Zhang, Renyi Liu
Geographically and temporally neural network weighted regression for modeling spatiotemporal non-stationary relationships. Int. J. Geogr. Inf. Sci. 35 (3) (2021)
Jingtao Sun, Sensen Wu, Zhen Yan, Yadong Li, Cheng Yan, Feng Zhang, Renyi Liu, Zhenhong Du
Using Geographically Weighted Regression to Study the Seasonal Influence of Potential Risk Factors on the Incidence of HFMD on the Chinese Mainland. ISPRS Int. J. Geo Inf. 10 (7) (2021)
Liangang Wang, Feng Zhang, Zhenhong Du, Yongpei Chen, Chuanrong Zhang, Renyi Liu
A Hybrid Semantic Similarity Measurement for Geospatial Entities. Microprocess. Microsystems 80 (2021)
Lingfei Shi, Feng Zhang, Junshi Xia, Jibo Xie, Zhe Zhang, Zhenhong Du, Renyi Liu
Identifying Damaged Buildings in Aerial Images Using the Object Detection Method. Remote. Sens. 13 (21) (2021)
Xuying Yang, Peng Sun, Feng Zhang, Zhenhong Du, Renyi Liu
Multi-Task Collaboration Deep Learning Framework for Infrared Precipitation Estimation. Remote. Sens. 13 (12) (2021)
Weihao Xuan, Feng Zhang, Hongye Zhou, Zhenhong Du, Renyi Liu
Improving Geographically Weighted Regression Considering Directional Nonstationary for Ground-Level PM2.5 Estimation. ISPRS Int. J. Geo Inf. 10 (6) (2021)
Yijun Chen, Sensen Wu, Yuanyuan Wang, Feng Zhang, Renyi Liu, Zhenhong Du
Satellite-Based Mapping of High-Resolution Ground-Level PM2.5 with VIIRS IP AOD in China through Spatially Neural Network Weighted Regression. Remote. Sens. 13 (10) (2021)
Zhiyi Fu, Fangfang Wu, Zhengliang Zhang, Linshu Hu, Feng Zhang, Bifeng Hu, Zhenhong Du, Zhou Shi, Renyi Liu
Sea Surface Salinity Estimation and Spatial-Temporal Heterogeneity Analysis in the Gulf of Mexico. Remote. Sens. 13 (5) (2021)
Chao Wang, Zhenhong Du, Yuhua Gu, Feng Zhang, Renyi Liu
STME: An effective method for discovering spatiotemporal multi-type clusters containing events with different densities. Trans. GIS 24 (6) (2020)
Zhenhong Du, Zhongyi Wang, Sensen Wu, Feng Zhang, Renyi Liu
Geographically neural network weighted regression for the accurate estimation of spatial non-stationarity. Int. J. Geogr. Inf. Sci. 34 (7) (2020)
Shuyu Zhang, Chuanrong Li, Shi Qiu, Caixia Gao, Feng Zhang, Zhenhong Du, Renyi Liu
EMMCNN: An ETPS-Based Multi-Scale and Multi-Feature Method Using CNN for High Spatial Resolution Image Land-Cover Classification. Remote. Sens. 12 (1) (2020)
Zhenhong Du, Xiaoyi Zhang, Wenwen Li, Feng Zhang, Renyi Liu
A multi-modal transportation data-driven approach to identify urban functional zones: An exploration based on Hangzhou City, China. Trans. GIS 24 (1) (2020)
Weiwen Ye, Feng Zhang, Xianqiang He, Yan Bai, Renyi Liu, Zhenhong Du
A Tile-Based Framework with a Spatial-Aware Feature for Easy Access and Efficient Analysis of Marine Remote Sensing Data. Remote. Sens. 12 (12) (2020)
Mengjiao Qin, Linshu Hu, Zhenhong Du, Yi Gao, Lianjie Qin, Feng Zhang, Renyi Liu
Achieving Higher Resolution Lake Area from Remote Sensing Images Through an Unsupervised Deep Learning Super-Resolution Method. Remote. Sens. 12 (12) (2020)
Liuchang Xu, Zhenhong Du, Ruichen Mao, Feng Zhang, Renyi Liu
GSAM: A deep neural network model for extracting computational representations of Chinese addresses fused with geospatial feature. Comput. Environ. Urban Syst. 81 (2020)
Yiming Yan, Yuanyuan Wang, Zhenhong Du, Feng Zhang, Renyi Liu, Xinyue Ye
Where Urban Youth Work and Live: A Data-Driven Approach to Identify Urban Functional Areas at a Fine Scale. ISPRS Int. J. Geo Inf. 9 (1) (2020)
Xiuxiu Chen, Feng Zhang, Zhenhong Du, Renyi Liu
An Unsupervised Urban Extent Extraction Method from NPP-VIIRS Nighttime Light Data. Remote. Sens. 12 (22) (2020)
Mengjiao Qin, Sébastien Mavromatis, Linshu Hu, Feng Zhang, Renyi Liu, Jean Sequeira, Zhenhong Du
Remote Sensing Single-Image Resolution Improvement Using A Deep Gradient-Aware Network with Image-Specific Enhancement. Remote. Sens. 12 (5) (2020)
Feng Zhang, Ruichen Mao, Zhenhong Du, Renyi Liu
Spatial and temporal processes visualization for marine environmental data using particle system. Comput. Geosci. 127 (2019)
Mengjiao Qin, Zhenhong Du, Feng Zhang, Renyi Liu
A matrix completion-based multiview learning method for imputing missing values in buoy monitoring data. Inf. Sci. 487 (2019)
Weiwen Ye, Feng Zhang, Yan Bai, Zhenhong Du, Renyi Liu
A tile service-driven architecture for online climate analysis with an application to estimation of ocean carbon flux. Environ. Model. Softw. 118 (2019)
Zhenhong Du, Sensen Wu, Mei-Po Kwan, Chuanrong Zhang, Feng Zhang, Renyi Liu
A spatiotemporal regression-kriging model for space-time interpolation: a case study of chlorophyll-a prediction in the coastal areas of Zhejiang, China. Int. J. Geogr. Inf. Sci. 32 (10) (2018)
Zhenhong Du, Yuhua Gu, Chuanrong Zhang, Feng Zhang, Renyi Liu, Jean Sequeira
DBSTC: an effective method for discovering cluster features with different spatiotemporal densities. Int. J. Digit. Earth 11 (6) (2018)
Zhenhong Du, Sensen Wu, Feng Zhang, Renyi Liu, Yan Zhou
Extending geographically and temporally weighted regression to account for both spatiotemporal heterogeneity and seasonal variations in coastal seas. Ecol. Informatics 43 (2018)
Xiaoyi Zhang, Wenwen Li, Feng Zhang, Renyi Liu, Zhenhong Du
Identifying Urban Functional Zones Using Public Bicycle Rental Records and Point-of-Interest Data. ISPRS Int. J. Geo Inf. 7 (12) (2018)
Zhenhong Du, Mengjiao Qin, Feng Zhang, Renyi Liu
using a wavelet nonlinear autoregressive network. Knowl. Based Syst. 160 (2018)
Hua Jiang, Junfeng Kang, Zhenhong Du, Feng Zhang, Xiangzhi Huang, Renyi Liu, Xuanting Zhang
Vector Spatial Big Data Storage and Optimized Query Based on the Multi-Level Hilbert Grid Index in HBase. Inf. 9 (5) (2018)
Zhenhong Du, Xianwei Zhao, Xinyue Ye, Jingwei Zhou, Feng Zhang, Renyi Liu
An Effective High-Performance Multiway Spatial Join Algorithm with Spark. ISPRS Int. J. Geo Inf. 6 (4) (2017)
Feng Zhang, Xiaoxiao Sun, Yan Zhou, Congjiao Zhao, Zhenhong Du, Renyi Liu
Ecosystem health assessment in coastal waters by considering spatio-temporal variations with intense anthropogenic disturbance. Environ. Model. Softw. 96 (2017)
Zhenhong Du, Yuhua Gu, Chuanrong Zhang, Feng Zhang, Renyi Liu, Jean Sequeira, Weidong Li
ParSymG: a parallel clustering approach for unsupervised classification of remotely sensed imagery. Int. J. Digit. Earth 10 (5) (2017)
Feng Zhang, Ye Zheng, Dengping Xu, Zhenhong Du, Yingzhi Wang, Renyi Liu, Xinyue Ye
Real-Time Spatial Queries for Moving Objects Using Storm Topology. ISPRS Int. J. Geo Inf. 5 (10) (2016)
Chuan Jiang, Chao Chen, Ziyue Huang, Renyi Liu, Jerome Verdier
ITIS, a bioinformatics tool for accurate identification of transposon insertion sites using next-generation sequencing data. BMC Bioinform. 16 (2015)
Zhenhong Du, Lei Fang, Yan Bai, Feng Zhang, Renyi Liu
flux and carbon budget using volume rendering. Comput. Geosci. 77 (2015)
Zhi Zeng, Zhenhong Du, Renyi Liu
An Object-Level Feature Representation Model for the Multi-target Retrieval of Remote Sensing Images. J. Comput. Sci. Eng. 8 (2) (2014)
Jeremy D. DeBarry, Renyi Liu, Jeffrey Bennetzen
Discovery and assembly of repeat family pseudomolecules from sparse genomic sequence data using the Assisted Automated Assembler of Repeat Families (AAARF) algorithm. BMC Bioinform. 9 (2008)
Xiaojun Jiang, Nan Liu, Renyi Liu, Tianhe Yin
Study and Implementation of the Methods of the Side-scan Sonar Image Processing. CSSE (6) (2008)