POL-SAR Image Classification Based on Wishart DBN and Local Spatial Information. - Fang Liu 034; Licheng Jiao; Biao Hou; Shuyuan Yang 001 (IEEE Trans. Geosci. Remote. Sens., 2016)

Wishart Deep Stacking Network for Fast POLSAR Image Classification. - Licheng Jiao; Fang Liu 034 (IEEE Trans. Image Process., 2016)

Task-Oriented GAN for PolSAR Image Classification and Clustering. - Fang Liu 034; Licheng Jiao; Xu Tang (IEEE Trans. Neural Networks Learn. Syst., 2019)

Local Restricted Convolutional Neural Network for Change Detection in Polarimetric SAR Images. - Fang Liu 034; Licheng Jiao; Xu Tang; Shuyuan Yang 001; Wenping Ma 001; Biao Hou (IEEE Trans. Neural Networks Learn. Syst., 2019)

Hyperspectral Image Classification Based on Multiscale Spatial and Spectral Feature Network. - Xu Tang; Fanbo Meng; Jingjing Ma 001; Xiangrong Zhang; Fang Liu 034; Qunnie Peng; Licheng Jiao (IGARSS, 2020)

Attention Consistent Network for Remote Sensing Scene Classification. - Xu Tang; Qiushuo Ma; Xiangrong Zhang; Fang Liu 034; Jingjing Ma 001; Licheng Jiao (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Deep Hash Learning for Remote Sensing Image Retrieval. - Chao Liu 042; Jingjing Ma 001; Xu Tang; Fang Liu 034; Xiangrong Zhang; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2021)

Large-Scope PolSAR Image Change Detection Based on Looking-Around-and-Into Mode. - Fang Liu 034; Xu Tang; Xiangrong Zhang; Licheng Jiao; Jia Liu 020 (IEEE Trans. Geosci. Remote. Sens., 2021)

Hyperspectral Image Classification Based on 3-D Octave Convolution With Spatial-Spectral Attention Network. - Xu Tang; Fanbo Meng; Xiangrong Zhang; Yiu-Ming Cheung; Jingjing Ma 001; Fang Liu 034; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2021)

Dual Unet: A Novel Siamese Network for Change Detection with Cascade Differential Fusion. - Kaixuan Jiang; Jia Liu 020; Fang Liu 034; Wenhua Zhang; Yangguang Liu; Jiao Shi (IGARSS, 2022)

Spatial-Adaptive and Feature-Enhanced Siamese Network for Change Detection. - Yangguang Liu; Fang Liu 034; Jia Liu 020; Xu Tang; Kaixuan Jiang; Liang Xiao 001 (IGARSS, 2022)

dual unet: a novel siamese network for change detection with cascade differential fusion. - Kaixuan Jiang; Ja Liu; Fang Liu 034; Wenhua Zhang; Yangguang Liu (CoRR, 2022)

Domain-Adaptive Few-Shot Learning for Hyperspectral Image Classification. - Andi Zhang 003; Fang Liu 034; Jia Liu 020; Xu Tang; Wenfei Gao; Donghui Li; Liang Xiao 001 (IEEE Geosci. Remote. Sens. Lett., 2022)

Evolving Connections in Group of Neurons for Robust Learning. - Jia Liu 020; Maoguo Gong; Liang Xiao 001; Wenhua Zhang; Fang Liu 034 (IEEE Trans. Cybern., 2022)

Joint Variation Learning of Fusion and Difference Features for Change Detection in Remote Sensing Images. - Kaixuan Jiang; Wenhua Zhang; Jia Liu 020; Fang Liu 034; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Adaptive Graph Convolutional Network for PolSAR Image Classification. - Fang Liu 034; Jingya Wang; Xu Tang; Jia Liu 020; Xiangrong Zhang; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

A Probabilistic Model Based on Bipartite Convolutional Neural Network for Unsupervised Change Detection. - Jia Liu 020; Wenhua Zhang; Fang Liu 034; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Class-Level Prototype Guided Multiscale Feature Learning for Remote Sensing Scene Classification With Limited Labels. - Xu Tang; Weiquan Lin; Jingjing Ma 001; Xiangrong Zhang; Fang Liu 034; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2022)

Meta-Hashing for Remote Sensing Image Retrieval. - Xu Tang; Yuqun Yang; Jingjing Ma 001; Yiu-Ming Cheung; Chao Liu 042; Fang Liu 034; Xiangrong Zhang; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2022)

An Unsupervised Remote Sensing Change Detection Method Based on Multiscale Graph Convolutional Network and Metric Learning. - Xu Tang; Huayu Zhang; Lichao Mou; Fang Liu 034; Xiangrong Zhang; Xiao Xiang Zhu 001; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2022)

AR2Det: An Accurate and Real-Time Rotational One-Stage Ship Detector in Remote Sensing Images. - Yuqun Yang; Xu Tang; Yiu-Ming Cheung; Xiangrong Zhang; Fang Liu 034; Jingjing Ma 001; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2022)

Stair Fusion Network for Remote Sensing Image Semantic Segmentation. - Wenyi Hua; Jia Liu 020; Fang Liu 034; Wenhua Zhang; Jiaqi An (IGARSS, 2023)

Adaptive Spatial and Difference Learning for Change Detection. - Yangguang Liu; Fang Liu 034; Jia Liu 020; Xu Tang; Liang Xiao 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Spatial-Spectral Adaptive Learning With Pixelwise Filtering for Hyperspectral Image Classification. - Wenfei Gao; Fang Liu 034; Jia Liu 020; Liang Xiao 001; Xu Tang (IEEE Trans. Geosci. Remote. Sens., 2023)

MANet: An Efficient Multidimensional Attention-Aggregated Network for Remote Sensing Image Change Detection. - Kaixuan Jiang; Jia Liu 020; Wenhua Zhang; Fang Liu 034; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Adversarial Domain Alignment With Contrastive Learning for Hyperspectral Image Classification. - Fang Liu 034; Wenfei Gao; Jia Liu 020; Xu Tang; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Interacting-Enhancing Feature Transformer for Cross-Modal Remote-Sensing Image and Text Retrieval. - Xu Tang; Yijing Wang 004; Jingjing Ma 001; Xiangrong Zhang; Fang Liu 034; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2023)

Cross-Modal Graph Knowledge Representation and Distillation Learning for Land Cover Classification. - Wenzhen Wang; Fang Liu 034; Wenzhi Liao; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

A Cross-Modal Semantic Mapping Enhancement Model for Remote Sensing Visual Question Answering. - Dabiao Huang; Xu Tang; Xiangrong Zhang; Fang Liu 034; Jingjing Ma 001; Cheng Zhu; Licheng Jiao (IGARSS, 2024)

Stair Fusion Network With Context-Refined Attention for Remote Sensing Image Semantic Segmentation. - Jia Liu 020; Wenyi Hua; Wenhua Zhang; Fang Liu 034; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Conjoint Cross-Attention Modeling and Joint Feature Calibrating for Remote Sensing Image Change Detection via a Triple-Double Network. - Fang Liu 034; Jiaqi An; Jia Liu 020; Jingxiang Yang; Xu Tang; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Candidate-Aware and Change-Guided Learning for Remote Sensing Change Detection. - Fang Liu 034; Yangguang Liu; Jia Liu 020; Xu Tang; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Difference Guidance Learning With Feature Alignment for Change Detection. - Yangguang Liu; Fang Liu 034; Jia Liu 020; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Content-Guided and Class-Oriented Learning for VHR Image Semantic Segmentation. - Fang Liu 034; Keming Liu; Jia Liu 020; Jingxiang Yang; Xu Tang; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Spatial Pooling Transformer Network and Noise-Tolerant Learning for Noisy Hyperspectral Image Classification. - Jingjing Ma 001; Yizhou Zou; Xu Tang; Xiangrong Zhang; Fang Liu 034; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2024)

Prior-Experience-Based Vision-Language Model for Remote Sensing Image-Text Retrieval. - Xu Tang; Dabiao Huang; Jingjing Ma 001; Xiangrong Zhang; Fang Liu 034; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2024)

Multiple Information Collaborative Fusion Network for Joint Classification of Hyperspectral and LiDAR Data. - Xu Tang; Yizhou Zou; Jingjing Ma 001; Xiangrong Zhang; Fang Liu 034; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2024)

I2MEP-Net: Inter- and Intra-Modality Enhancing Prototypical Network for Few-Shot Hyperspectral Image Classification. - Wenzhen Wang; Fang Liu 034; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Hyperspectral Reconstruction From RGB Images via Physically Guided Graph Deep Prior Learning. - Haifeng Xu; Jingxiang Yang; Tian Lin; Jia Liu 020; Fang Liu 034; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Computational Oriented Proposal for Fine-Grained Ship Detection in Complex Remote Sensing Images. - Wenjing Zhan; Fang Liu 034; Yongke Li; Liang Xiao 001 (IEEE Trans. Instrum. Meas., 2024)

Semi-Supervised Multiscale Dynamic Graph Convolution Network for Hyperspectral Image Classification. - Yuqun Yang; Xu Tang; Xiangrong Zhang; Jingjing Ma 001; Fang Liu 034; Xiuping Jia; Licheng Jiao (IEEE Trans. Neural Networks Learn. Syst., 2024)

SIFANet: Spatial-Temporal Interaction and Frequency Adaptive Awareness Network for Change Detection in Remote Sensing Images. - Jia Liu 020; Kaixuan Jiang; Wenhua Zhang; Fang Liu 034; Liang Xiao 001; Puzhao Zhang; Chen Wu 003 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Semantic-Assisted Feature Integration Network for Multilabel Remote Sensing Scene Classification. - Ruiqi Du; Xu Tang; Jingjing Ma 001; Xiangrong Zhang; Fang Liu 034; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2025)

Edge-Object Co-Driven Learning for Remote Sensing Change Detection. - Yangguang Liu; Fang Liu 034; Jia Liu 020; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

Box2Change: A Novel Weakly Supervised Way for Change Detection via Consistency Instance Segmentation. - Fang Liu 034; Kanghua Yin; Jia Liu 020; Jingxiang Yang; Xu Tang; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

Background-Driven and Foreground-Refined Network for Weakly Supervised Change Detection. - Fang Liu 034; Peng Zhang; Jia Liu 020; Jingxiang Yang; Xu Tang; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

Multiscale Sparse Cross-Attention Network for Remote Sensing Scene Classification. - Jingjing Ma 001; Wei Jiang; Xu Tang; Xiangrong Zhang; Fang Liu 034; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2025)

Text-Driven Adaptive Semantic Alignment Network for Cross-Scene Hyperspectral Image Classification. - Wenzhen Wang; Fang Liu 034; Hongyuan Zhu; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

Cross-Modal Remote Sensing Image-Text Retrieval via Context and Uncertainty-Aware Prompt. - Yijing Wang 004; Xu Tang; Jingjing Ma 001; Xiangrong Zhang; Fang Liu 034; Licheng Jiao (IEEE Trans. Neural Networks Learn. Syst., 2025)

S3Diffuser: Frequency selected state space guided diffusion model for multimodal fusion classification. - Jiaxuan Zhao; Licheng Jiao; Lingling Li 002; Mengru Ma; Xu Liu 006; Chao Wang 099; Fang Liu 034; Wenping Ma 001; Shuyuan Yang 001 (Inf. Fusion, 2026)