Stacked Sparse Autoencoder (SSAE) based framework for nuclei patch classification on breast cancer histopathology. - Jun Xu 005; Lei Xiang; Renlong Hang; Jianzhong Wu (ISBI, 2014)

Learning Multi-Scale Deep Features for High-Resolution Satellite Image Classification. - Qingshan Liu 001; Renlong Hang; Huihui Song; Zhi Li (CoRR, 2016)

Adaptive Deep Pyramid Matching for Remote Sensing Scene Classification. - Qingshan Liu 001; Renlong Hang; Huihui Song; Fuping Zhu; Javier Plaza; Antonio Plaza (CoRR, 2016)

Graph Regularized Low Rank Representation for Aerosol Optical Depth Retrieval. - Yubao Sun; Renlong Hang; Qingshan Liu 001; Fuping Zhu; Hucheng Pei (CoRR, 2016)

Matrix-Based Discriminant Subspace Ensemble for Hyperspectral Image Spatial-Spectral Feature Fusion. - Renlong Hang; Qingshan Liu 001; Huihui Song; Yubao Sun (IEEE Trans. Geosci. Remote. Sens., 2016)

Multicore implementation of the multi-scale adaptive deep pyramid matching model for remotely sensed image classification. - Mercedes Eugenia Paoletti; Juan Mario Haut; Javier Plaza; Antonio Plaza; Qingshan Liu 001; Renlong Hang (IGARSS, 2017)

Bidirectional-Convolutional LSTM Based Spectral-Spatial Feature Learning for Hyperspectral Image Classification. - Qingshan Liu 001; Feng Zhou 006; Renlong Hang; Xiaotong Yuan (Remote. Sens., 2017)

Hypergraph Embedding for Spatial-Spectral Joint Feature Extraction in Hyperspectral Images. - Yubao Sun; Sujuan Wang; Qingshan Liu 001; Renlong Hang; Guangcan Liu (Remote. Sens., 2017)

Spatial-Spectral Locality-Constrained Low-Rank Representation with Semi-Supervised Hypergraph Learning for Hyperspectral Image Classification. - Qingshan Liu 001; Yubao Sun; Renlong Hang; Huihui Song (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Graph Regularized Nonlinear Ridge Regression for Remote Sensing Data Analysis. - Renlong Hang; Qingshan Liu 001; Huihui Song; Yubao Sun; Fuping Zhu; Hucheng Pei (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Robust Matrix Discriminative Analysis for Feature Extraction From Hyperspectral Images. - Renlong Hang; Qingshan Liu 001; Yubao Sun; Xiaotong Yuan; Hucheng Pei; Javier Plaza; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Integrating Convolutional Neural Network and Gated Recurrent Unit for Hyperspectral Image Spectral-Spatial Classification. - Feng Zhou 006; Renlong Hang; Qingshan Liu 001; Xiaotong Yuan (PRCV (4), 2018)

Multi-component group sparse RPCA model for motion object detection under complex dynamic background. - Min Wu; Yubao Sun; Renlong Hang; Qingshan Liu 001; Guangcan Liu (Neurocomputing, 2018)

Comparing the Performance of Neural Network and Deep Convolutional Neural Network in Estimating Soil Moisture from Satellite Observations. - Lingling Ge; Renlong Hang; Yi Liu 046; Qingshan Liu 001 (Remote. Sens., 2018)

Dimensionality Reduction of Hyperspectral Image Using Spatial Regularized Local Graph Discriminant Embedding. - Renlong Hang; Qingshan Liu 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Spatiotemporal Satellite Image Fusion Using Deep Convolutional Neural Networks. - Huihui Song; Qingshan Liu 001; Guojie Wang; Renlong Hang; Bo Huang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Learning Multiscale Deep Features for High-Resolution Satellite Image Scene Classification. - Qingshan Liu 001; Renlong Hang; Huihui Song; Zhi Li (IEEE Trans. Geosci. Remote. Sens., 2018)

Nonlinear Low-Rank Matrix Completion for Human Motion Recovery. - Guiyu Xia; Huaijiang Sun; Beijia Chen; Qingshan Liu 001; Lei Feng 003; Guoqing Zhang 002; Renlong Hang (IEEE Trans. Image Process., 2018)

Low Resolution Recognition of Aerial Images. - Raghunath Sai Puttagunta; Renlong Hang; Zhu Li 001; Shuvra S. Bhattacharyya (VCIP, 2019)

Privacy-Preserving Fall Detection with Deep Learning on mmWave Radar Signal. - Yangfan Sun; Renlong Hang; Zhu Li 001; Mouqing Jin; Kelvin Xu (VCIP, 2019)

Hyperspectral image classification using spectral-spatial LSTMs. - Feng Zhou 006; Renlong Hang; Qingshan Liu 001; Xiaotong Yuan (Neurocomputing, 2019)

Retrieving Soil Moisture Over Continental U.S. via Multi-View Multi-Task Learning. - Lingling Ge; Renlong Hang; Qingshan Liu 001 (IEEE Geosci. Remote. Sens. Lett., 2019)

Oceanic Eddy Identification Using an AI Scheme. - Guangjun Xu; Cheng Cheng; Wenxian Yang; Wenhong Xie; Lingmei Kong; Renlong Hang; Furong Ma; Changming Dong; Jingsong Yang (Remote. Sens., 2019)

Pyramid Fully Convolutional Network for Hyperspectral and Multispectral Image Fusion. - Feng Zhou 006; Renlong Hang; Qingshan Liu 001; Xiaotong Yuan (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

Cascaded Recurrent Neural Networks for Hyperspectral Image Classification. - Renlong Hang; Qingshan Liu 001; Danfeng Hong; Pedram Ghamisi (IEEE Trans. Geosci. Remote. Sens., 2019)

Learning-Based Sphere Nonlinear Interpolation for Motion Synthesis. - Guiyu Xia; Huaijiang Sun; Qingshan Liu 001; Renlong Hang (IEEE Trans. Ind. Informatics, 2019)

Spectral Super Resolution with DCT Decomposition and Deep Residual Learning. - Raghunath Sai Puttagunta; Renlong Hang; Zhu Li 001; Shuvra S. Bhattacharyya; George York (DDDAS, 2020)

Prinet: A Prior Driven Spectral Super-Resolution Network. - Renlong Hang; Zhu Li 001; Qingshan Liu 001; Shuvra S. Bhattacharyya (ICME, 2020)

Locally Linear Reconstruction for Spectral Enhancement Using Limited Pixel-to-Pixel Multispectral and Hyperspectral Data. - Danfeng Hong; Jing Yao 002; Renlong Hang; Jocelyn Chanussot (IGARSS, 2020)

Feature Extraction for Hyperspectral Imagery: The Evolution from Shallow to Deep. - Behnood Rasti; Danfeng Hong; Renlong Hang; Pedram Ghamisi; Xudong Kang; Jocelyn Chanussot; Jón Atli Benediktsson (CoRR, 2020)

Classification of Hyperspectral and LiDAR Data Using Coupled CNNs. - Renlong Hang; Zhu Li 001; Pedram Ghamisi; Danfeng Hong; Guiyu Xia; Qingshan Liu 001 (IEEE Trans. Geosci. Remote. Sens., 2020)

Tropical Cyclone Intensity Estimation Using Two-Branch Convolutional Neural Network From Infrared and Water Vapor Images. - Rui Zhang 049; Qingshan Liu 001; Renlong Hang (IEEE Trans. Geosci. Remote. Sens., 2020)

EMFNet: Enhanced Multisource Fusion Network for Land Cover Classification. - Chengxiang Li; Renlong Hang; Behnood Rasti (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Hyperspectral Image Classification With Attention-Aided CNNs. - Renlong Hang; Zhu Li 001; Qingshan Liu 001; Pedram Ghamisi; Shuvra S. Bhattacharyya (IEEE Trans. Geosci. Remote. Sens., 2021)

Classification of Hyperspectral Images via Multitask Generative Adversarial Networks. - Renlong Hang; Feng Zhou 006; Qingshan Liu 001; Pedram Ghamisi (IEEE Trans. Geosci. Remote. Sens., 2021)

Class-Guided Feature Decoupling Network for Airborne Image Segmentation. - Feng Zhou 006; Renlong Hang; Qingshan Liu 001 (IEEE Trans. Geosci. Remote. Sens., 2021)

Spectral Super-Resolution Network Guided by Intrinsic Properties of Hyperspectral Imagery. - Renlong Hang; Qingshan Liu 001; Zhu Li 001 (IEEE Trans. Image Process., 2021)

ReX: An Efficient Approach to Reducing Memory Cost in Image Classification. - Xuwei Qian; Renlong Hang; Qingshan Liu 001 (AAAI, 2022)

SITS-Former: A pre-trained spatio-spectral-temporal representation model for Sentinel-2 time series classification. - Yuan Yuan 026; Lei Lin 002; Qingshan Liu 001; Renlong Hang; Zengguang Zhou (Int. J. Appl. Earth Obs. Geoinformation, 2022)

Deep Encoder-Decoder Networks for Classification of Hyperspectral and LiDAR Data. - Danfeng Hong; Lianru Gao; Renlong Hang; Bing Zhang 001; Jocelyn Chanussot (IEEE Geosci. Remote. Sens. Lett., 2022)

Spectral-Spatial Correlation Exploration for Hyperspectral Image Classification via Self-Mutual Attention Network. - Feng Zhou 006; Renlong Hang; Juan Li; Xinyu Zhang; Chao Xu (IEEE Geosci. Remote. Sens. Lett., 2022)

Identifying Oceanic Eddy With an Edge-Enhanced Multiscale Convolutional Network. - Renlong Hang; Gang Li; Mei Xue; Changming Dong; Jianfen Wei (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Hierarchical Context Network for Airborne Image Segmentation. - Feng Zhou 006; Renlong Hang; Hui Shuai; Qingshan Liu 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Cross-Modality Contrastive Learning for Hyperspectral Image Classification. - Renlong Hang; Xuwei Qian; Qingshan Liu 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Multiscale Progressive Segmentation Network for High-Resolution Remote Sensing Imagery. - Renlong Hang; Ping Yang; Feng Zhou 006; Qingshan Liu 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Global Tropical Cyclone Precipitation Estimation via a Multitask Convolutional Neural Network Based on HURSAT-B1 Data. - Mei Xue; Renlong Hang; Xiao-Tong Yuan; Pengfei Xiao; Qingshan Liu 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Predicting Tropical Cyclogenesis Using a Deep Learning Method From Gridded Satellite and ERA5 Reanalysis Data in the Western North Pacific Basin. - Rui Zhang 049; Qingshan Liu 001; Renlong Hang; Guangcan Liu (IEEE Trans. Geosci. Remote. Sens., 2022)

Statistical Downscaling of Temperature Distributions in Southwest China by Using Terrain-Guided Attention Network. - Guangyu Liu 002; Rui Zhang 049; Renlong Hang; Lingling Ge; Chunxiang Shi; Qingshan Liu 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Mining Joint Intraimage and Interimage Context for Remote Sensing Change Detection. - Feng Zhou 006; Chao Xu; Renlong Hang; Rui Zhang 049; Qingshan Liu 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

MSNet: Multi-Resolution Synergistic Networks for Adaptive Inference. - Renlong Hang; Xuwei Qian; Qingshan Liu 001 (IEEE Trans. Circuits Syst. Video Technol., 2023)

DiFormer: A Difference Transformer Network for Remote Sensing Change Detection. - Hui Lin; Renlong Hang; Shanmin Wang; Qingshan Liu 001 (IEEE Geosci. Remote. Sens. Lett., 2024)

Deep Precipitation Nowcasting With Dual Regions Displacement Information and Global Spatiotemporal Representations Learning. - Zefeng Pan; Fanfan Ji; Yunlong Zhou; Renlong Hang; Qingshan Liu 001; Xiao-Tong Yuan (IEEE Geosci. Remote. Sens. Lett., 2024)

Convective Cloud Detection From Himawari-8 Advanced Himawari Imager Data Using a Dual-Branch Deformable Convolutional Network. - Renlong Hang; Jingquan Wang; Lingling Ge; Chunxiang Shi; Jianfen Wei (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Spatiotemporal Enhanced Adversarial Network for Precipitation Nowcasting. - Yunlong Zhou; Renlong Hang; Fanfan Ji; Zefeng Pan; Qingshan Liu 001; Xiao-Tong Yuan (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

A Regionally Indicated Visual Grounding Network for Remote Sensing Images. - Renlong Hang; Siqi Xu; Qingshan Liu 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

AANet: An Ambiguity-Aware Network for Remote-Sensing Image Change Detection. - Renlong Hang; Siqi Xu; Panli Yuan; Qingshan Liu 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

A Closed-Loop Circular Regression Network for 2-m Air Temperature Downscaling Over Southwestern China. - Guangyu Liu 002; Renlong Hang; Rui Zhang 049; Chunxiang Shi; Qingshan Liu 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

A Short-Long Term Sequence Learning Network for Precipitation Nowcasting. - Zefeng Pan; Renlong Hang; Qingshan Liu 001; Xiao-Tong Yuan (IEEE Trans. Geosci. Remote. Sens., 2024)

Estimating Tropical Cyclone Intensity Using an STIA Model From Himawari-8 Satellite Images in the Western North Pacific Basin. - Rui Zhang 049; Yingjie Liu; Luhui Yue; Qingshan Liu 001; Renlong Hang (IEEE Trans. Geosci. Remote. Sens., 2024)

Masked Spectral-Spatial Feature Prediction for Hyperspectral Image Classification. - Feng Zhou 006; Chao Xu; Guowei Yang 002; Renlong Hang; Qingshan Liu 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

A Remote Sensing Change Detection Network Using Visual-Prompt Enhanced CLIP. - Yuhao Liu; Zhiyong Zheng; Renlong Hang (IEEE Geosci. Remote. Sens. Lett., 2025)

Joint Intensity and Spatio-Temporal Representation Learning for Extreme Precipitation Nowcasting. - Zefeng Pan; Renlong Hang; Qingshan Liu 001; Chunxiang Shi; Zhiqiang Xu 003; Xiao-Tong Yuan (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Dual-Granularity Feature Alignment for Change Detection in Remote Sensing Images. - Feng Zhou 006; Xinyu Zhang; Hui Shuai; Renlong Hang; Shanshan Zhu; Tianyu Geng (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Text-Augmented Semantic Feature Extraction and Difference Information Learning for Remote Sensing Image Change Captioning. - Renlong Hang; Jinyu Luo; Hui Lin; Qingshan Liu 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

Remote Sensing Object Counting With Online Knowledge Learning. - Shengqin Jiang; Yuan Gao; Bowen Li; Fengna Cheng; Renlong Hang; Qingshan Liu 001 (IEEE Trans. Geosci. Remote. Sens., 2025)