Classifiction for hyperspectral imagery based on nonlocal weighted joint sparsity model. - Jiayi Li 001; Hongyan Zhang 001; Yuancheng Huang; Liangpei Zhang 001 (WHISPERS, 2012)

A nonlinear regression classification algorithm with small sample set for hyperspectral image. - Jiayi Li 001; Hongyan Zhang 001; Liangpei Zhang 001 (IGARSS, 2013)

Background joint sparse representation for hyperspectral image subpixel anomaly detection. - Jiayi Li 001; Hongyan Zhang 001; Liangpei Zhang 001 (IGARSS, 2014)

Supervised Segmentation of Very High Resolution Images by the Use of Extended Morphological Attribute Profiles and a Sparse Transform. - Jiayi Li 001; Hongyan Zhang 001; Liangpei Zhang 001 (IEEE Geosci. Remote. Sens. Lett., 2014)

A Nonlocal Weighted Joint Sparse Representation Classification Method for Hyperspectral Imagery. - Hongyan Zhang 001; Jiayi Li 001; Yuancheng Huang; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

An Online Coupled Dictionary Learning Approach for Remote Sensing Image Fusion. - Min Guo; Hongyan Zhang 001; Jiayi Li 001; Liangpei Zhang 001; Huanfeng Shen (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Hyperspectral Image Classification by Nonlocal Joint Collaborative Representation With a Locally Adaptive Dictionary. - Jiayi Li 001; Hongyan Zhang 001; Yuancheng Huang; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2014)

Efficient superpixel-oriented multi-task joint sparse representation classification for hyperspectral imagery. - Jiayi Li 001; Hongyan Zhang 001; Liangpei Zhang 001 (IGARSS, 2015)

A Nonlinear Multiple Feature Learning Classifier for Hyperspectral Images With Limited Training Samples. - Jiayi Li 001; Hongyan Zhang 001; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Hyperspectral Anomaly Detection by the Use of Background Joint Sparse Representation. - Jiayi Li 001; Hongyan Zhang 001; Liangpei Zhang 001; Li Ma (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Efficient Superpixel-Level Multitask Joint Sparse Representation for Hyperspectral Image Classification. - Jiayi Li 001; Hongyan Zhang 001; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2015)

Semi-supervised sparse relearning representation classification for high-resolution remote sensing imagery. - Jiayi Li 001; Xin Huang 002; Liangpei Zhang 001 (IGARSS, 2016)

Active learning approach for remote sensing imagery classification using spatial information. - Qian Shi 001; Xin Huang 002; Jiayi Li 001; Liangpei Zhang 001 (IGARSS, 2016)

Generalization of spectral fidelity with flexible measures for the sparse representation classification of hyperspectral images. - Bo Wu 019; Yong Zhu; Xin Huang 002; Jiayi Li 001 (Int. J. Appl. Earth Obs. Geoinformation, 2016)

Assessing and Improving the Accuracy of GlobeLand30 Data for Urban Area Delineation by Combining Multisource Remote Sensing Data. - Xin Huang 002; Qingyu Li; Hui Liu; Jiayi Li 001 (IEEE Geosci. Remote. Sens. Lett., 2016)

Multi-level change detection in urban areas using ZY-3 multi-temporal stereo imagery. - Dawei Wen; Hui Liu; Jiayi Li 001; Xin Huang 002 (JURSE, 2017)

Information extraction from remote sensing imagery. - Xin Huang 002; Jiayi Li 001; Wenzhi Liao; Jocelyn Chanussot (Geo spatial Inf. Sci., 2017)

Quantifying the Spatiotemporal Trends of Canopy Layer Heat Island (CLHI) and Its Driving Factors over Wuhan, China with Satellite Remote Sensing. - Long Li 004; Xin Huang 002; Jiayi Li 001; Dawei Wen (Remote. Sens., 2017)

The Use of Landscape Metrics and Transfer Learning to Explore Urban Villages in China. - Hui Liu; Xin Huang 002; Dawei Wen; Jiayi Li 001 (Remote. Sens., 2017)

A New Building Extraction Postprocessing Framework for High-Spatial-Resolution Remote-Sensing Imagery. - Xin Huang 002; Wenliang Yuan; Jiayi Li 001; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Urban Building Density Estimation From High-Resolution Imagery Using Multiple Features and Support Vector Regression. - Tao Zhang 040; Xin Huang 002; Dawei Wen; Jiayi Li 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

A Novel Building Detection Method Using zy-3 Multi-Angle Imagery Over Urban Areas. - Huijun Chen; Xin Huang 002; Jiayi Li 001; Jianya Gong; Chun Liu (IGARSS, 2018)

Mapping Urban Areas in China Using Multisource Data With a Novel Ensemble SVM Method. - Xin Huang 002; Ting Hu 003; Jiayi Li 001; Qing Wang 058; Jón Atli Benediktsson (IEEE Trans. Geosci. Remote. Sens., 2018)

A Semi-Supervised Approach Towards Land Cover Mapping with Sentinel-2 Desnse Time-Series Imagery. - Ting Hu 003; Xin Huang 002; Jiayi Li 001; Jón Atli Benediktsson; Jiansi Yang; Jianya Gong (IGARSS, 2019)

Special Section Guest Editorial: Change Detection Using Multi-Source Remotely Sensed Imagery. - Xin Huang 002; Jiayi Li 001; Francesca Bovolo; Qi Wang 009 (Remote. Sens., 2019)

A Novel Unsupervised Sample Collection Method for Urban Land-Cover Mapping Using Landsat Imagery. - Jiayi Li 001; Xin Huang 002; Ting Hu 003; Xiuping Jia; Jón Atli Benediktsson (IEEE Trans. Geosci. Remote. Sens., 2019)

Impact of land-cover layout on particulate matter 2.5 in urban areas of China. - Jiayi Li 001; Xin Huang 002 (Int. J. Digit. Earth, 2020)

High-Resolution Land Cover Change Detection Using Low-Resolution Labels via a Semi-Supervised Deep Learning Approach - 2021 IEEE Data Fusion Contest Track MSD. - Lilin Tu; Jiayi Li 001; Xin Huang 002 (IGARSS, 2021)

An updated MODIS global urban extent product (MGUP) from 2001 to 2018 based on an automated mapping approach. - Xin Huang 002; Jiongyi Huang; Dawei Wen; Jiayi Li 001 (Int. J. Appl. Earth Obs. Geoinformation, 2021)

Mapping and analyzing the local climate zones in China's 32 major cities using Landsat imagery based on a novel convolutional neural network. - Xin Huang 002; Anling Liu; Jiayi Li 001 (Geo spatial Inf. Sci., 2021)

A Multispectral and Multiangle 3-D Convolutional Neural Network for the Classification of ZY-3 Satellite Images Over Urban Areas. - Xin Huang 002; Shuang Li; Jiayi Li 001; Xiuping Jia; Jun Li 009; Xiao Xiang Zhu 001; Jón Atli Benediktsson (IEEE Trans. Geosci. Remote. Sens., 2021)

Dual-Branch Fusion Network for Residential Area Extraction from a Ziyuan-3 Multi-Spectral and Multi-View Data Set. - Dongrui Li; Jiayi Li 001; Xin Huang 002 (IGARSS, 2022)

Toward accurate mapping of 30-m time-series global impervious surface area (GISA). - Xin Huang 002; Yihong Song; Jie Yang; Wenrui Wang; Huiqun Ren; Mengjie Dong; Yujin Feng; Haidan Yin; Jiayi Li 001 (Int. J. Appl. Earth Obs. Geoinformation, 2022)

WHU-OHS: A benchmark dataset for large-scale Hersepctral Image classification. - Jiayi Li 001; Xin Huang 002; Lilin Tu (Int. J. Appl. Earth Obs. Geoinformation, 2022)

A hierarchical category structure based convolutional recurrent neural network (HCS-ConvRNN) for Land-Cover classification using dense MODIS Time-Series data. - Jiayi Li 001; Ben Zhang; Xin Huang 002 (Int. J. Appl. Earth Obs. Geoinformation, 2022)

The Outcome of the 2021 IEEE GRSS Data Fusion Contest - Track MSD: Multitemporal Semantic Change Detection. - Zhuohong Li; Fangxiao Lu; Hongyan Zhang 001; Lilin Tu; Jiayi Li 001; Xin Huang 002; Caleb Robinson; Nikolay Malkin; Nebojsa Jojic; Pedram Ghamisi; Ronny Hänsch; Naoto Yokoya (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

A 3-D-Swin Transformer-Based Hierarchical Contrastive Learning Method for Hyperspectral Image Classification. - Xin Huang 002; Mengjie Dong; Jiayi Li 001; Xian Guo (IEEE Trans. Geosci. Remote. Sens., 2022)

A Hierarchical Deformable Deep Neural Network and an Aerial Image Benchmark Dataset for Surface Multiview Stereo Reconstruction. - Jiayi Li 001; Xin Huang 002; Yujin Feng; Zhen Ji; Shulei Zhang; Dawei Wen (IEEE Trans. Geosci. Remote. Sens., 2023)

TD-SSCD: A Novel Network by Fusing Temporal and Differential Information for Self-Supervised Remote Sensing Image Change Detection. - Yang Qu; Jiayi Li 001; Xin Huang 002; Dawei Wen (IEEE Trans. Geosci. Remote. Sens., 2023)

DWin-HRFormer: A High-Resolution Transformer Model With Directional Windows for Semantic Segmentation of Urban Construction Land. - Zhen Zhang 067; Xin Huang 002; Jiayi Li 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Semisupervised Change Detection With Feature-Prediction Alignment. - Xueting Zhang; Xin Huang 002; Jiayi Li 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Joint Self-Training and Rebalanced Consistency Learning for Semi-Supervised Change Detection. - Xu Zhang; Xin Huang 002; Jiayi Li 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Luojia-HSSR: A high spatial-spectral resolution remote sensing dataset for land-cover classification with a new 3D-HRNet. - Yue Xu; Jianya Gong; Xin Huang 002; Xiangyun Hu; Jiayi Li 001; Qiang Li; Min Peng (Geo spatial Inf. Sci., 2023)

GBSS: A Global Building Semantic Segmentation Dataset for Large-Scale Remote Sensing Building Extraction. - Yuping Hu; Xin Huang 002; Jiayi Li 001; Zhen Zhang 067 (IGARSS, 2024)

Enhancing Inter-Class Discrimination for Domain Adaptation of Change Detection. - Xueting Zhang; Xin Huang 002; Jiayi Li 001; Jie Yang; Leiguang Wang; Xing Xie 001 (IGARSS, 2024)

CaSaFormer: A cross- and self-attention based lightweight network for large-scale building semantic segmentation. - Jiayi Li 001; Yuping Hu; Xin Huang 002 (Int. J. Appl. Earth Obs. Geoinformation, 2024)

Research on Foundation Model for Spatial Data Intelligence: China's 2024 White Paper on Strategic Development of Spatial Data Intelligence. - Shaohua Wang; Xing Xie 001; Yong Li 008; Danhuai Guo; Zhi Cai; Yu Liu 070; Yang Yue 001; Xiao Pan; Feng Lu 004; Huayi Wu; Zhipeng Gui; Zhiming Ding; et al. (CoRR, 2024)

A Stepwise Refining Image-Level Weakly Supervised Semantic Segmentation Method for Detecting Exposed Surface for Buildings (ESB) From Very High-Resolution Remote Sensing Images. - Xin Huang 002; Wenrui Wang; Jiayi Li 001; Leiguang Wang; Xing Xie 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

A Multitask Network for Multiview Stereo Reconstruction: When Semantic Consistency-Based Clustering Meets Depth Estimation Optimization. - Xin Huang 002; Shulei Zhang; Jiayi Li 001; Leiguang Wang (IEEE Trans. Geosci. Remote. Sens., 2024)

S2HM2: A Spectral-Spatial Hierarchical Masked Modeling Framework for Self-Supervised Feature Learning and Classification of Large-Scale Hyperspectral Images. - Lilin Tu; Jiayi Li 001; Xin Huang 002; Jianya Gong; Xing Xie 001; Leiguang Wang (IEEE Trans. Geosci. Remote. Sens., 2024)

A Cross-Angle Propagation Network for Built-Up Area Extraction by Fusing Spatial-Spectral-Angular Features From the ZY-3 Multiview Satellite Imagery: Dataset and Analysis of China's 41 Major Cities. - Renxiang Zuo; Xin Huang 002; Jiayi Li 001; Xiaofeng Pan (IEEE Trans. Geosci. Remote. Sens., 2024)

Spatio-temporal-text fusion for hierarchical multi-label crop classification based on time-series remote sensing imagery. - Xiyao Li; Jiayi Li 001; Jie Jiang; Xiaofeng Pan; Xin Huang 002 (Int. J. Appl. Earth Obs. Geoinformation, 2025)

STSNet: A cross-spatial resolution multi-modal remote sensing deep fusion network for high resolution land-cover segmentation. - Beibei Yu; Jiayi Li 001; Xin Huang 002 (Inf. Fusion, 2025)