| 2026 | AAAI | MaRS: A Multi-modality Very-high-resolution Remote Sensing Foundation Model with Cross-Granularity Meta-Modality Learning. | Ruoyu Yang, Yinhe Liu, Heng Yan, Yiheng Zhou, Yihan Fu, Han Luo, Yanfei Zhong |
| 2025 | CVPR | HyperFree: A Channel-adaptive and Tuning-free Foundation Model for Hyperspectral Remote Sensing Imagery. | Jingtao Li, Yingyi Liu, Xinyu Wang, Yunning Peng, Chen Sun, Shaoyu Wang, Zhendong Sun, Tian Ke, Xiao Jiang, Tangwei Lu, Anran Zhao, Yanfei Zhong |
| 2024 | AAAI | EarthVQA: Towards Queryable Earth via Relational Reasoning-Based Remote Sensing Visual Question Answering. | Junjue Wang, Zhuo Zheng, Zihang Chen, Ailong Ma, Yanfei Zhong |
| 2024 | IGARSS | Self-Supporting Adaptive Prototype Learning for Remote Sensing Few-Shot Semantic Segmentation. | Weihao Shen, Yanfei Zhong, Ailong Ma |
| 2024 | IGARSS | MVDC: A Multi-View Domain Confusion Strategy for Cross Domain Change Detection. | Zhendong Sun, Yanfei Zhong, Xinyu Wang |
| 2024 | IGARSS | A Saliency-Aware Deep Network for Narrow Road Extraction of High-Resolution Remote Sensing Imagery. | Ningjing Wang, Yang Pan, Xinyu Wang, Wanqiang Yao, Yanfei Zhong |
| 2024 | IGARSS | Large-Scale Tidal Wetland Classification Based on Label Augmentation and Error Correction. | Yingxin Wu, Yinhe Liu, Xian Xu, Yanfei Zhong |
| 2024 | IGARSS | Spliting Road Network to Road Segment Instances for Vector Road Mapping. | Ruoyu Yang, Yinhe Liu, Yanfei Zhong |
| 2024 | IGARSS | Urban Land-Use Classification with Multi-Source Self-Supervised Representation Learning and Correlation Modeling. | Ruiyi Yang, Yu Su, Yanfei Zhong |
| 2024 | IGARSS | Amalgamating Convolutional and Graph Neural Networks for Fast Multimodal Remote Sensing Image Registration. | Heng Yan, Ailong Ma, Yanfei Zhong |
| 2024 | IGARSS | Historical Product Driven Large-Scale High-Resolution Land Cover and Wetland Classification. | Siqi Zeng, Xueying Huang, Yingxin Wu, Xian Xu, Yinhe Liu, Ailong Ma, Yanfei Zhong |
| 2024 | IGARSS | Decoupling Features for Remote Sensing Missing Modality Learning. | Yiheng Zhou, Ailong Ma, Junjue Wang, Zihang Chen, Yanfei Zhong |
| 2024 | IGARSS | A Multi-Level Fine-Grained Crop Classification Method Based on Multi-Expert Knowledge Distill. | Lei Lei, Yang Pan, Xinyu Wang, Yanfei Zhong, Liangpei Zhang |
| 2024 | IGARSS | MapChange: Enhancing Semantic Change Detection with Temporal-Invariant Historical Maps Based on Deep Triplet Network. | Yinhe Liu, Sunan Shi, Zhuo Zheng, Jue Wang, Shiqi Tian, Yanfei Zhong |
| 2024 | IGARSS | Remote Sensing Image Land Cover Classification with Label Noise Based on Deep Reinforcement Learning. | Yinhe Liu, Xian Xu, Sunan Shi, Ruoyu Yang, Yanfei Zhong |
| 2023 | AAAI | Anomaly Segmentation for High-Resolution Remote Sensing Images Based on Pixel Descriptors. | Jingtao Li, Xinyu Wang, Hengwei Zhao, Shaoyu Wang, Yanfei Zhong |
| 2023 | ICCV | Seeing Beyond the Patch: Scale-Adaptive Semantic Segmentation of High-resolution Remote Sensing Imagery based on Reinforcement Learning. | Yinhe Liu, Sunan Shi, Junjue Wang, Yanfei Zhong |
| 2023 | ICCV | Class Prior-Free Positive-Unlabeled Learning with Taylor Variational Loss for Hyperspectral Remote Sensing Imagery. | Hengwei Zhao, Xinyu Wang, Jingtao Li, Yanfei Zhong |
| 2023 | ICCV | Scalable Multi-Temporal Remote Sensing Change Data Generation via Simulating Stochastic Change Process. | Zhuo Zheng, Shiqi Tian, Ailong Ma, Liangpei Zhang, Yanfei Zhong |
| 2023 | IGARSS | High-Resolution Fine-Grained Wetland Mapping Based on Class-Balanced Deep Semantic Segmentation Networks. | Yingxin Wu, Yinhe Liu, Sunan Shi, Yanfei Zhong |
| 2022 | IGARSS | Semantic Change Detection Based on a New Chinese Satellite Dataset and a Deep Conditional Random Field Framework. | Sunan Shi, Yanfei Zhong, Yinhe Liu, Jue Wang, Deren Li |
| 2022 | IGARSS | Capformer: Pure Transformer for Remote Sensing Image Caption. | Junjue Wang, Zihang Chen, Ailong Ma, Yanfei Zhong |
| 2022 | IGARSS | Mae-Net: A Micro Network Architecture Evolutionary Search Method for Remote Sensing Image Scene Classification. | Yuting Wan, Yanfei Zhong, Ailong Ma, JunJue Wang, Liangpei Zhang |
| 2022 | IGARSS | HFGAN: A Heterogeneous Fusion Generative Adversarial Network for Sar-to-Optical Image Translation. | Ning Yu, Ailong Ma, Yanfei Zhong, Xiaodong Gong |
| 2022 | ICPR | AutoLC: Search Lightweight and Top-Performing Architecture for Remote Sensing Image Land-Cover Classification. | Chenyu Zheng, Junjue Wang, Ailong Ma, Yanfei Zhong |
| 2022 | IGARSS | Graph Laplacian Regularized Spectral-Spatial-Sparse Unmixing for Hyperspectral Imagery. | Zhi Li, Ruyi Feng, Yichang Shi, Lizhe Wang, Yanfei Zhong, Liangpei Zhang, Tieyong Zeng |
| 2022 | IGARSS | High Resolution Remote Sensing Image Semantic Segmentation Based on Ultra-Lightweight Fully Convolution Neural Network. | Bo Li, Pengyuan Lv, Yanfei Zhong, Liangpei Zhang |
| 2022 | IGARSS | Remote Sensing Image Super-Resolution via Dilated Convolution Network with Gradient Prior. | Ziyu Liu, Ruyi Feng, Lizhe Wang, Yanfei Zhong, Liangpei Zhang, Tieyong Zeng |
| 2022 | IGARSS | GRE and Beyond: A Global Road Extraction Dataset. | Xiaoyan Lu, Yanfei Zhong, Zhuo Zheng, Dingyuan Chen |
| 2022 | IGARSS | Review of Vision Transformer Models for Remote Sensing Image Scene Classification. | Pengyuan Lv, Wenjun Wu, Yanfei Zhong, Liangpei Zhang |
| 2021 | ICCV | Change is Everywhere: Single-Temporal Supervised Object Change Detection in Remote Sensing Imagery. | Zhuo Zheng, Ailong Ma, Liangpei Zhang, Yanfei Zhong |
| 2021 | IGARSS | Sensor-Specific Adversarial Network for Transferable Land-Cover Classification. | Junjue Wang, Yanfei Zhong, Zhuo Zheng, Ailong Ma |
| 2021 | IGARSS | Weakly Supervised Semantic Change Detection via Label Refinement Framework. | Zhuo Zheng, Yinhe Liu, Shiqi Tian, Junjue Wang, Ailong Ma, Yanfei Zhong |
| 2021 | IGARSS | Weakly Supervised Convolutional Neural Networks for Hyperspectral Unmixing. | Jiayu Bai, Ruyi Feng, Lizhe Wang, Yanfei Zhong, Liangpei Zhang |
| 2021 | IGARSS | Large-Scale Urban Road Vectorization Mapping Via A Road Node Proposal Network for High-Resolution Remote Sensing Imagery. | Dingyuan Chen, Yanfei Zhong, Ailong Ma |
| 2021 | IGARSS | Rethinking the High Frequency Components in Deep Sub-Pixel Mapping Network. | Da He, Yanfei Zhong, Qian Shi, Xiaoping Liu |
| 2021 | IGARSS | Deep One-Class Crop Extraction Framework for Multi-Modal Remote Sensing Imagery. | Lei Lei, Xinyu Wang, Hengwei Zhao, Xin Hu, Chang Luo, Yanfei Zhong |
| 2021 | IGARSS | Low-Rank Representation Incorporating Local Spatial Constraint for Hyperspectral Anomaly Detection. | Hao Li, Ruyi Feng, Lizhe Wang, Yanfei Zhong, Liangpei Zhang, Lifei Wei |
| 2021 | IGARSS | A Nov Al Global-Local Adversarial Network for Unsupervised Cross-Domain Road Detection. | Xiaoyan Lu, Yanfei Zhong |
| 2020 | CVPR | Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing Imagery. | Zhuo Zheng, Yanfei Zhong, Junjue Wang, Ailong Ma |
| 2020 | IGARSS | Semi-Automatic Fully Sparse Semantic Modeling Framework for Hyperspectral Unmixing. | Linlin Wang, Qiqi Zhu, Wen Zeng, Yanfei Zhong, Qingfeng Guan, Liangpei Zhang, Deren Li |
| 2020 | IGARSS | RSSM-Net: Remote Sensing Image Scene Classification Based on Multi-Objective Neural Architecture Search. | Yuting Wan, Yanfei Zhong, Ailong Ma, JunJue Wang, Ruyi Feng |
| 2020 | IGARSS | A Modified D-Linknet with Transfer Learning for Road Extraction from High-Resolution Remote Sensing. | Yanan Zhang, Qiqi Zhu, Yanfei Zhong, Qingfeng Guan, Liangpei Zhang, Deren Li |
| 2020 | IGARSS | Mapping Local Climate Zones with Circled Similarity Propagation Based Domain Adaptation. | Nan Zhao, Yanfei Zhong, Ailong Ma |
| 2020 | IGARSS | Super Resolution Generative Adversarial Network Based Image Augmentation for Scene Classification of Remote Sensing Images. | Qiqi Zhu, Xin Fan, Yanfei Zhong, Qingfeng Guan, Liangpei Zhang, Deren Li |
| 2020 | IGARSS | Topic Model for Remote Sensing Data: A Comprehensive Review. | Qiqi Zhu, Jiangqin Wan, Yanfei Zhong, Qingfeng Guan, Liangpei Zhang, Deren Li |
| 2020 | IGARSS | Semi-Supervised Hyperspectral Unmixing with Very Deep Convolutional Neural Networks. | Jiayu Bai, Ruyi Feng, Lizhe Wang, Hao Li, Fengpeng Li, Yanfei Zhong, Liangpei Zhang |
| 2020 | IGARSS | Dense Greenhouse Extraction in High Spatial Resolution Remote Sensing Imagery. | Dingyuan Chen, Yanfei Zhong, Ailong Ma, Liqin Cao |
| 2020 | IGARSS | Urban Scenes Change Detection Based on Multi-Scale Irregular Bag of Visual Features for High Spatial Resolution Imagery. | Jiale Chen, Qiqi Zhu, Yanfei Zhong, Qingfeng Guan, Liangpei Zhang, Deren Li |
| 2020 | IGARSS | Cropnet: Deep Spatial-Temporal-Spectral Feature Learning Network for Crop Classification from Time-Series Multi-Spectral Images. | Chang Luo, Shiyao Meng, Xin Hu, Xinyu Wang, Yanfei Zhong |
| 2020 | IGARSS | A Novel Global-Aware Deep Network for Road Detection of Very High Resolution Remote Sensing Imagery. | Xiaoyan Lu, Yanfei Zhong, Zhuo Zheng |
| 2019 | IGARSS | Sub-Pixel Mapping with Multiple Shifted Hyperspectral Images Based on Multiobjective Evolutionary Algorithm. | Mi Song, Yanfei Zhong, Ailong Ma, Qiqi Zhu, Liqin Cao, Liangpei Zhang |
| 2019 | IGARSS | Tailings Reservoir Disaster and Environmental Monitoring Using the UAV-ground Hyperspectral Joint Observation and Processing: A Case of Study in Xinjiang, the Belt and Road. | Yuting Wan, Xin Hu, Yanfei Zhong, Ailong Ma, Lifei Wei, Liangpei Zhang |
| 2019 | IGARSS | Hyperspectral Remote Sensing Image Band Selection Via Multi-Objective Sine Cosine Algorithm. | Yuting Wan, Yanfei Zhong, Ailong Ma, Liangpei Zhang |
| 2019 | IGARSS | S3NET: Towards Real-Time Hyperspectral Imagery Classification. | Zhuo Zheng, Yanfei Zhong |
| 2019 | IGARSS | Pop-Net: Encoder-Dual Decoder for Semantic Segmentation and Single-View Height Estimation. | Zhuo Zheng, Yanfei Zhong, Junjue Wang |
| 2019 | IGARSS | High-Resolution Remote Sensing Image Scene Understanding: A Review. | Qiqi Zhu, Xiongli Sun, Yanfei Zhong, Liangpei Zhang |
| 2019 | IGARSS | A Novel Robust Feature Descriptor for Multi-Source Remote Sensing Image Registration. | Song Cui, Yanfei Zhong, Ailong Ma, Liangpei Zhang |
| 2019 | IGARSS | Local Block Grouping with Napca Spatial Preprocessing for Hyperspectral Remote Sensing Imagery Sparse Unmixing. | Ruyi Feng, Lizhe Wang, Yanfei Zhong |
| 2019 | IGARSS | SPNet: A Spectral Patching Network for End-To-End Hyperspectral Image Classification. | Xin Hu, Xinyu Wang, Yanfei Zhong, Ji Zhao, Chang Luo, Lifei Wei |
| 2019 | IGARSS | D-Resunet: Resunet and Dilated Convolution for High Resolution Satellite Imagery Road Extraction. | Zhiqun Liu, Ruyi Feng, Lizhe Wang, Yanfei Zhong, Liqin Cao |
| 2019 | IGARSS | Multi-Scale Enhanced Deep Network for Road Detection. | Xiaoyan Lu, Yanfei Zhong, Ji Zhao |
| 2018 | IGARSS | Color: Cycling Offline Learning and Online Representing for Remote Sensing Dataflow. | Zhuo Zheng, Yanfei Zhong |
| 2018 | IGARSS | Blind Spectral Unmixing Considering the Adjacent Effect. | Xinyu Wang, Yanfei Zhong, Liangpei Zhang, Yanyan Xu |
| 2018 | IGARSS | Urban Land Use/Land Cover Classification Based on Feature Fusion Fusing Hyperspectral Image and Lidar Data. | Qiong Cao, Yanfei Zhong, Ailong Ma, Liangpei Zhang |
| 2018 | IGARSS | Land Cover Change Detection Based on Spatial-Temporal Sub-Pixel Evolution Mapping: A Case Study for Urban Expansion. | Da He, Yanfei Zhong, Liangpei Zhang |
| 2017 | IGARSS | Saliency-based endmember detection for hyperspectral imagery. | Xinyu Wang, Yanfei Zhong, Yao Xu, Liangpei Zhang, Yanyan Xu |
| 2017 | IGARSS | MINI-UAV borne hyperspectral remote sensing: A review. | Yanfei Zhong, Xinyu Wang, Yao Xu, Tianyi Jia, Song Cui, Lifei Wei, Ailong Ma, Liangpei Zhang |
| 2017 | IGARSS | Differentiable sparse unmixing based on Bregman divergence for hyperspectral remote sensing imagery. | Ruyi Feng, Lizhe Wang, Yanfei Zhong, Liangpei Zhang |
| 2017 | IGARSS | Robust geospatial object detection based on pre-trained faster R-CNN framework for high spatial resolution imagery. | Xiaobing Han, Yanfei Zhong, Ruyi Feng, Liangpei Zhang |
| 2017 | IGARSS | Sub-pixel intelligence mapping considering spatial-temoporal attraction for remote sensing imagery. | Da He, Yanfei Zhong, Ailong Ma, Liangpei Zhang |
| 2017 | IGARSS | Scene semantic classification based on scale invariance convolutional neural networks. | Yanfei Liu, Yanfei Zhong, Ji Zhao, Ailong Ma, Qianqing Qin |
| 2017 | IGARSS | Change detection based on structural conditional random field framework for high spatial resolution remote sensing imagery. | Pengyuan Lv, Yanfei Zhong, Ji Zhao, Ailong Ma, Liangpei Zhang |
| 2016 | IGARSS | Local spectral-spatial clustering for remote sensing imagery. | Ailong Ma, Yanfei Zhong, Hongzan Jiao, Liangpei Zhang |
| 2016 | IGARSS | Multi-object spatial relationship model for high spatial resolution scene classification. | Siqi Wu, Bei Zhao, Yanfei Zhong, Liangpei Zhang |
| 2016 | IGARSS | Hyperspectral image super resolution reconstruction with a joint spectral-spatial sub-pixel mapping model. | Xiong Xu, Xiaohua Tong, Jie Li, Huan Xie, Yanfei Zhong, Liangpei Zhang, Dongmei Song |
| 2016 | IGARSS | Thermal anomaly detection based on saliency computation for district heating system. | Yao Xu, Xinyu Wang, Yanfei Zhong, Liangpei Zhang |
| 2016 | IGARSS | Feature extraction framework in class space for hyperspectral image classification. | Ji Zhao, Yanfei Zhong, Rongrong Gao, Liangpei Zhang, Hong Shu |
| 2016 | IGARSS | Sparse representation based subpixel information extraction framework for hyperspectral remote sensing imagery. | Ruyi Feng, Da He, Yanfei Zhong, Liangpei Zhang |
| 2016 | IGARSS | Complete dictionary online learning for sparse unmixing. | Ruyi Feng, Yanfei Zhong, Liangpei Zhang |
| 2016 | IGARSS | Scene semantic classification based on random-scale stretched convolutional neural network for high-spatial resolution remote sensing imagery. | Yanfei Liu, Yanfei Zhong, Feng Fei, Liangpei Zhang |
| 2016 | IGARSS | Unsupervised change detection model based on hybrid conditional random field for high spatial resolution remote sensing imagery. | Pengyuan Lv, Yanfei Zhong, Ji Zhao, Liangpei Zhang |
| 2015 | ICNC | Unsupervised hierarchical convolutional sparse auto-encoder for high spatial resolution imagery scene classification. | Xiaobing Han, Yanfei Zhong, Bei Zhao, Liangpei Zhang |
| 2015 | IGARSS | Spectral-spatial DNA encoding discriminative classifier for hyperspectral remote sensing imagery. | Ailong Ma, Yanfei Zhong, Bei Zhao, Hongzan Jiao, Liangpei Zhang |
| 2015 | IGARSS | Sub-pixel mapping based on memetic algorithm for hyperspectral imagery. | Yipeng Zhang, Yanfei Zhong |
| 2015 | IGARSS | Spectral-spatial conditional random field classifier with location cues for high spatial resolution imagery. | Ji Zhao, Yanfei Zhong, Hong Shu, Liangpei Zhang |
| 2014 | CEC | Remote sensing imagery clustering using an adaptive bi-objective memetic method. | Ailong Ma, Yanfei Zhong, Liangpei Zhang |
| 2014 | IGARSS | Multi-feature probability topic scene classifier for high spatial resolution remote sensing imagery. | Qiqi Zhu, Yanfei Zhong, Liangpei Zhang |
| 2014 | IGARSS | Non-local euclidean medians sparse unmixing for hyperspectral remote sensing imagery. | Ruyi Feng, Yanfei Zhong, Liangpei Zhang |
| 2013 | IGARSS | Hybrid generative/discriminative scene classification strategy based on latent dirichlet allocation for high spatial resolution remote sensing imagery. | Bei Zhao, Yanfei Zhong, Liangpei Zhang |
| 2013 | IDEAL | Adaptive Differential Evolution Fuzzy Clustering Algorithm with Spatial Information and Kernel Metric for Remote Sensing Imagery. | Ailong Ma, Yanfei Zhong, Liangpei Zhang |
| 2013 | IGARSS | Subspace clustering based on decision fusion strategy for hyperspectral imagery. | Hongzan Jiao, Yanfei Zhong, Liangpei Zhang, Pingxiang Li |
| 2012 | IGARSS | Research on image reconstruction based and pixel unmixing based sub-pixel mapping methods. | Liangpei Zhang, Xiong Xu, Jie Li, Huanfeng Shen, Yanfei Zhong, Xin Huang |
| 2011 | ICNC | Unsupervised remote sensing image classification using an artificial DNA computing. | Hongzan Jiao, Yanfei Zhong, Liangpei Zhang, Pingxiang Li |
| 2011 | IGARSS | Sub-pixel mapping algorithm based on adaptive differential evolution for remote sensing imagery. | Yanfei Zhong, Liangpei Zhang |
| 2009 | IGARSS | A Sub-pixel Mapping Algorithm based on Artificial Immune Systems for Remote Sensing Imagery. | Yanfei Zhong, Liangpei Zhang, Pingxiang Li, Huanfeng Shen |
| 2005 | IGARSS | Multispectral remote sensing image classification based on simulated annealing clonal selection algorithm. | Yanfei Zhong, Liangpei Zhang, Pingxiang Li |