Unsupervised Spectral-Spatial Feature Learning With Stacked Sparse Autoencoder for Hyperspectral Imagery Classification. - Chao Tao 001; Hong-Bo Pan; Yansheng Li 001; Zhengrou Zou (IEEE Geosci. Remote. Sens. Lett., 2015)

A vehicle detection method taking shadow areas into account for high resolution aerial imagery. - Jiaxing Zhang; Chao Tao 001; Zhengrong Zou; Hong-Bo Pan (IGARSS, 2016)

Queue Theory based Response Time Analyses for Geo-Information Processing Chain. - Jie Chen 048; Jian Peng 009; Min Deng; Chao Tao 001; Haifeng Li 007 (CoRR, 2016)

Unsupervised Multilayer Feature Learning for Satellite Image Scene Classification. - Yansheng Li 001; Chao Tao 001; Yihua Tan; Ke Shang; Jinwen Tian (IEEE Geosci. Remote. Sens. Lett., 2016)

Content-Based High-Resolution Remote Sensing Image Retrieval via Unsupervised Feature Learning and Collaborative Affinity Metric Fusion. - Yansheng Li 001; Yongjun Zhang 002; Chao Tao 001; Hu Zhu (Remote. Sens., 2016)

What do We Learn by Semantic Scene Understanding for Remote Sensing imagery in CNN framework? - Haifeng Li 007; Jian Peng 009; Chao Tao 001; Jie Chen 048; Min Deng (CoRR, 2017)

RSI-CB: A Large Scale Remote Sensing Image Classification Benchmark via Crowdsource Data. - Haifeng Li 007; Chao Tao 001; Zhixiang Wu; Jie Chen 048; Jianya Gong; Min Deng (CoRR, 2017)

On the Selective and Invariant Representation of DCNN for High-Resolution Remote Sensing Image Recognition. - Jie Chen 048; Chao Yuan; Min Deng; Chao Tao 001; Jian Peng 009; Haifeng Li 007 (CoRR, 2017)

Multiple Feature Hashing Learning for Large-Scale Remote Sensing Image Retrieval. - Dongjie Ye; Yansheng Li 001; Chao Tao 001; Xunwei Xie; Xiang Wang (ISPRS Int. J. Geo Inf., 2017)

An On-Road Vehicle Detection Method for High-Resolution Aerial Images Based on Local and Global Structure Learning. - Jiaxing Zhang; Chao Tao 001; Zhengrong Zou (IEEE Geosci. Remote. Sens. Lett., 2017)

Spatial Information Inference Net: Road Extraction Using Road-Specific Contextual Information. - Ji Qi 001; Chao Tao 001; Hao Wang 069; Yuqi Tang; Zhenqi Cui (IGARSS, 2019)

Semi-Supervised Variational Generative Adversarial Networks for Hyperspectral Image Classification. - Hao Wang 069; Chao Tao 001; Ji Qi 001; Haifeng Li 007; Yuqi Tang (IGARSS, 2019)

Scene Context-Driven Vehicle Detection in High-Resolution Aerial Images. - Chao Tao 001; Li Mi; Yansheng Li 001; Ji Qi 001; Yuan Xiao; Jiaxing Zhang (IEEE Trans. Geosci. Remote. Sens., 2019)

A Transfer Learning Approach Utilizing Combined Artificial Samples for Improved Robustness of Model to Estimate Heavy Metal Contamination in Soil. - Yajin Wang; Chao Tao 001; Bin Zou (IEEE Access, 2020)

RS-MetaNet: Deep meta metric learning for few-shot remote sensing scene classification. - Haifeng Li 007; Zhenqi Cui; Zhiqing Zhu; Li Chen 025; Jiawei Zhu; Haozhe Huang; Chao Tao 001 (CoRR, 2020)

AST-GCN: Attribute-Augmented Spatiotemporal Graph Convolutional Network for Traffic Forecasting. - Jiawei Zhu; Chao Tao 001; Hanhan Deng; Ling Zhao 005; Pu Wang 005; Tao Lin 008; Haifeng Li 007 (CoRR, 2020)

KST-GCN: A Knowledge-Driven Spatial-Temporal Graph Convolutional Network for Traffic Forecasting. - Jiawei Zhu; Xin Han; Hanhan Deng; Chao Tao 001; Ling Zhao 005; Lin Tao; Haifeng Li 007 (CoRR, 2020)

RSI-CB: A Large-Scale Remote Sensing Image Classification Benchmark Using Crowdsourced Data. - Haifeng Li 007; Xin Dou; Chao Tao 001; Zhixiang Wu; Jie Chen 048; Jian Peng 009; Min Deng; Ling Zhao 005 (Sensors, 2020)

CLRS: Continual Learning Benchmark for Remote Sensing Image Scene Classification. - Haifeng Li 007; Hao Jiang 020; Xin Gu; Jian Peng 009; Wenbo Li 004; Liang Hong; Chao Tao 001 (Sensors, 2020)

Semisupervised Variational Generative Adversarial Networks for Hyperspectral Image Classification. - Chao Tao 001; Hao Wang 069; Ji Qi 001; Haifeng Li 007 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

AST-GCN: Attribute-Augmented Spatiotemporal Graph Convolutional Network for Traffic Forecasting. - Jiawei Zhu; Qiongjie Wang; Chao Tao 001; Hanhan Deng; Ling Zhao 005; Haifeng Li 007 (IEEE Access, 2021)

Remote Sensing Images Semantic Segmentation with General Remote Sensing Vision Model via a Self-Supervised Contrastive Learning Method. - Haifeng Li 007; Yi Li; Guo Zhang 001; Ruoyun Liu; Haozhe Huang; Qing Zhu; Chao Tao 001 (CoRR, 2021)

Learning by Active Forgetting for Neural Networks. - Jian Peng 009; Xian Sun; Min Deng; Chao Tao 001; Bo Tang 011; Wenbo Li 004; Guohua Wu 001; Qing Zhu; Yu Liu 003; Tao Lin 008; Haifeng Li 007 (CoRR, 2021)

A Multiple Subspaces-Based Model: Interpreting Urban Functional Regions with Big Geospatial Data. - Jiawei Zhu; Chao Tao 001; Xin Lin; Jian Peng 009; Haozhe Huang; Li Chen 025; Qiongjie Wang (ISPRS Int. J. Geo Inf., 2021)

SCAttNet: Semantic Segmentation Network With Spatial and Channel Attention Mechanism for High-Resolution Remote Sensing Images. - Haifeng Li 007; Kaijian Qiu; Li Chen 025; Xiaoming Mei; Liang Hong; Chao Tao 001 (IEEE Geosci. Remote. Sens. Lett., 2021)

Spatial Information Considered Network for Scene Classification. - Chao Tao 001; Weipeng Lu; Ji Qi 001; Hao Wang 069 (IEEE Geosci. Remote. Sens. Lett., 2021)

Semi-Supervised Convolutional Long Short-Term Memory Neural Networks for Time Series Land Cover Classification. - Jing Shen; Chao Tao 001; Ji Qi 001; Hao Wang 069 (Remote. Sens., 2021)

RS-MetaNet: Deep Metametric Learning for Few-Shot Remote Sensing Scene Classification. - Haifeng Li 007; Zhenqi Cui; Zhiqiang Zhu; Li Chen 025; Jiawei Zhu; Haozhe Huang; Chao Tao 001 (IEEE Trans. Geosci. Remote. Sens., 2021)

TOV: The Original Vision Model for Optical Remote Sensing Image Understanding via Self-supervised Learning. - Chao Tao 001; Ji Qia; Guo Zhang 001; Qing Zhu; Weipeng Lu; Haifeng Li 007 (CoRR, 2022)

MDANet: Unsupervised, Mixed-Domain Adaptation for Semantic Segmentation of Remote Sensing Images. - Hao Cui 002; Guo Zhang 001; Ji Qi 001; Haifeng Li 007; Chao Tao 001; Xue Li; Shasha Hou; Deren Li (IEEE Geosci. Remote. Sens. Lett., 2022)

Remote Sensing Image Scene Classification With Self-Supervised Paradigm Under Limited Labeled Samples. - Chao Tao 001; Ji Qi 001; Weipeng Lu; Hao Wang 069; Haifeng Li 007 (IEEE Geosci. Remote. Sens. Lett., 2022)

Cross-Sensor Remote-Sensing Images Scene Understanding Based on Transfer Learning Between Heterogeneous Networks. - Yuze Wang 005; Rong Xiao; Ji Qi 001; Chao Tao 001 (IEEE Geosci. Remote. Sens. Lett., 2022)

Fine-Grained Road Scene Understanding From Aerial Images Based on Semisupervised Semantic Segmentation Networks. - Rong Xiao; Yuze Wang 005; Chao Tao 001 (IEEE Geosci. Remote. Sens. Lett., 2022)

FALSE: False Negative Samples Aware Contrastive Learning for Semantic Segmentation of High-Resolution Remote Sensing Image. - Zhaoyang Zhang; Xuying Wang; Xiaoming Mei; Chao Tao 001; Haifeng Li 007 (IEEE Geosci. Remote. Sens. Lett., 2022)

Comprehensive Geographic Networks Analysis: Statistical, Geometric and Algebraic Perspectives. - Jiawei Zhu; Xinqiang Ma; Hemeng Yang; Yan Li; Chao Tao 001; Haifeng Li 007 (Symmetry, 2022)

Contextual Information-Preserved Architecture Learning for Remote-Sensing Scene Classification. - Jie Chen 048; Haozhe Huang; Jian Peng 009; Jiawei Zhu; Li Chen 025; Chao Tao 001; Haifeng Li 007 (IEEE Trans. Geosci. Remote. Sens., 2022)

Thick Cloud Removal in Optical Remote Sensing Images Using a Texture Complexity Guided Self-Paced Learning Method. - Chao Tao 001; Siyang Fu; Ji Qi 001; Haifeng Li 007 (IEEE Trans. Geosci. Remote. Sens., 2022)

Avoiding Negative Transfer for Semantic Segmentation of Remote Sensing Images. - Hao Wang 069; Chao Tao 001; Ji Qi 001; Rong Xiao; Haifeng Li 007 (IEEE Trans. Geosci. Remote. Sens., 2022)

KST-GCN: A Knowledge-Driven Spatial-Temporal Graph Convolutional Network for Traffic Forecasting. - Jiawei Zhu; Xing Han; Hanhan Deng; Chao Tao 001; Ling Zhao 005; Pu Wang 005; Tao Lin 008; Haifeng Li 007 (IEEE Trans. Intell. Transp. Syst., 2022)

Using Global Land Cover Product as Prompt for Cropland Mapping via Visual Foundation Model. - Chao Tao 001; Aoran Hu; Rong Xiao; Haifeng Li 007; Yuze Wang 005 (CoRR, 2023)

TOV: The Original Vision Model for Optical Remote Sensing Image Understanding via Self-Supervised Learning. - Chao Tao 001; Ji Qi 001; Guo Zhang 001; Qing Zhu; Weipeng Lu; Haifeng Li 007 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

A General Transitive Transfer Learning Framework for Cross-Optical Sensor Remote Sensing Image Scene Understanding. - Chao Tao 001; Rong Xiao; Yuze Wang 005; Ji Qi 001; Haifeng Li 007 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Self-Supervised Remote Sensing Feature Learning: Learning Paradigms, Challenges, and Future Works. - Chao Tao 001; Ji Qi 001; Mingning Guo; Qing Zhu; Haifeng Li 007 (IEEE Trans. Geosci. Remote. Sens., 2023)

GraSS: Contrastive Learning With Gradient-Guided Sampling Strategy for Remote Sensing Image Semantic Segmentation. - Zhaoyang Zhang; Zhen Ren; Chao Tao 001; Yunsheng Zhang; Chengli Peng; Haifeng Li 007 (IEEE Trans. Geosci. Remote. Sens., 2023)

GFCNet: Contrastive Learning Network with Geography Feature Space Joint Negative Sample Correction for Land Cover Classification. - Zhaoyang Zhang; Wenxuan Jing; Haifeng Li 007; Chao Tao 001; Yunsheng Zhang (Remote. Sens., 2023)

MSINet: Mining scale information from digital surface models for semantic segmentation of aerial images. - Chengli Peng; Haifeng Li 007; Chao Tao 001; Yansheng Li 001; Jiayi Ma 001 (Pattern Recognit., 2023)

HSONet: A Siamese foreground association-driven hard case sample optimization network for high-resolution remote sensing image change detection. - Chao Tao 001; Dongsheng Kuang; Zhenyang Huang; Chengli Peng; Haifeng Li 007 (CoRR, 2024)

Homogeneous Tokenizer Matters: Homogeneous Visual Tokenizer for Remote Sensing Image Understanding. - Run Shao; Zhaoyang Zhang; Chao Tao 001; Yunsheng Zhang; Chengli Peng; Haifeng Li 007 (CoRR, 2024)

Weakly Supervised Framework Considering Multi-temporal Information for Large-scale Cropland Mapping with Satellite Imagery. - Yuze Wang 005; Aoran Hu; Ji Qi 001; Yang Liu; Chao Tao 001 (CoRR, 2024)

Global-Local Coupled Style Transfer for Semantic Segmentation of Bitemporal Remote Sensing Images. - Hao Wang 069; Mingning Guo; Shaoxian Li; Haifeng Li 007; Chao Tao 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Scale Snapshot Topology Distance: Quantifying the Spatial Scale Effect From a Topological Perspective. - Jiawei Zhu; Song Gao 001; Chao Tao 001; Yu Liu 003; Haifeng Li 007 (Trans. GIS, 2025)

HASNet: A Foreground Association-Driven Siamese Network With Hard Sample Optimization for Remote Sensing Image Change Detection. - Chao Tao 001; Dongsheng Kuang; Zhenyang Huang; Chengli Peng; Haifeng Li 007 (IEEE Trans. Geosci. Remote. Sens., 2025)

FSVLM: A Vision-Language Model for Remote Sensing Farmland Segmentation. - Haiyang Wu; Zhuofei Du; Dandan Zhong; Yuze Wang 005; Chao Tao 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

Enhancing Scene Classification in Cloudy Image Scenarios: A Collaborative Transfer Method with Information Regulation Mechanism using Optical Cloud-Covered and SAR Remote Sensing Images. - Yuze Wang 005; Rong Xiao; Haifeng Li 007; Mariana Belgiu; Chao Tao 001 (CoRR, 2025)

A large-scale image-text dataset benchmark for farmland segmentation. - Chao Tao 001; Dandan Zhong; Weiliang Mu; Zhuofei Du; Haiyang Wu (CoRR, 2025)

A Joint Learning Framework with Feature Reconstruction and Prediction for Incomplete Satellite Image Time Series in Agricultural Semantic Segmentation. - Yuze Wang 005; Mariana Belgiu; Haiyang Wu; Dandan Zhong; Yangyang Cao; Chao Tao 001 (CoRR, 2025)

MEET: A Million-Scale Dataset for Fine-Grained Geospatial Scene Classification With Zoom-Free Remote Sensing Imagery. - Yansheng Li 001; Yuning Wu; Gong Cheng 003; Chao Tao 001; Bo Dang 002; Yu Wang 222; Jiahao Zhang; Chuge Zhang; Yiting Liu; Xu Tang; Jiayi Ma 001; Yongjun Zhang 002 (IEEE CAA J. Autom. Sinica, 2025)