Hyperspectral image classification via contextual deep learning. - Xiaorui Ma; Jie Geng; Hongyu Wang 001 (EURASIP J. Image Video Process., 2015)

High-Resolution SAR Image Classification via Deep Convolutional Autoencoders. - Jie Geng; Jianchao Fan; Hongyu Wang 001; Xiaorui Ma; Baoming Li; Fuliang Chen (IEEE Geosci. Remote. Sens. Lett., 2015)

Research on the Algorithm of Converting Files Generated by CALPOST to AVS/Express Platform. - Xiaofei Shi; Yunfeng Ma; Qi Wang; Tingshuai Wang; Ping Wang; Shuai Wang; Xuezong Xu; Weike Xu; Zhongyi Wei; Nan Xiao; Caina Zhang; Xiaorui Ma; et al. (GRMSE (2), 2016)

An iterative low-rank representation for SAR image despeckling. - Jie Geng; Jianchao Fan; Xiaorui Ma; Hongyu Wang 001; Ke Cao (IGARSS, 2016)

Hyperspectral image classification with small training set by deep network and relative distance prior. - Xiaorui Ma; Hongyu Wang 001; Jie Geng; Jie Wang 003 (IGARSS, 2016)

Device-free wireless localization and activity recognition with deep learning. - Xiao Zhang; Jie Wang 003; Qinghua Gao; Xiaorui Ma; Hongyu Wang 001 (PerCom Workshops, 2016)

Spectral-Spatial Classification of Hyperspectral Image Based on Deep Auto-Encoder. - Xiaorui Ma; Hongyu Wang 001; Jie Geng (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Change detection of marine reclamation using multispectral images via patch-based recurrent neural network. - Jie Geng; Jianchao Fan; Hongyu Wang 001; Xiaorui Ma (IGARSS, 2017)

Classification of fusing SAR and multispectral image via deep bimodal autoencoders. - Jie Geng; Hongyu Wang 001; Jianchao Fan; Xiaorui Ma (IGARSS, 2017)

Person re-identification by multiple instance metric learning with impostor rejection. - Xiaokai Liu; Hongyu Wang 001; Jie Wang 003; Xiaorui Ma (Pattern Recognit., 2017)

Deep Supervised and Contractive Neural Network for SAR Image Classification. - Jie Geng; Hongyu Wang 001; Jianchao Fan; Xiaorui Ma (IEEE Trans. Geosci. Remote. Sens., 2017)

CSI-Based Device-Free Wireless Localization and Activity Recognition Using Radio Image Features. - Qinhua Gao; Jie Wang 003; Xiaorui Ma; Xueyan Feng; Hongyu Wang 001 (IEEE Trans. Veh. Technol., 2017)

Device-Free Simultaneous Wireless Localization and Activity Recognition With Wavelet Feature. - Jie Wang 003; Xiao Zhang; Qinghua Gao; Xiaorui Ma; Xueyan Feng; Hongyu Wang 001 (IEEE Trans. Veh. Technol., 2017)

Classification of Hyperspectral Image Based on Hybrid Neural Networks. - Anyan Fu; Xiaorui Ma; Hongyu Wang 001 (IGARSS, 2018)

Semisupervised Classification of Polarimetric SAR Image via Superpixel Restrained Deep Neural Network. - Jie Geng; Xiaorui Ma; Jianchao Fan; Hongyu Wang 001 (IEEE Geosci. Remote. Sens. Lett., 2018)

M3L: Multi-modality mining for metric learning in person re-Identification. - Xiaokai Liu; Xiaorui Ma; Jie Wang 003; Hongyu Wang 001 (Pattern Recognit., 2018)

SAR Image Classification via Deep Recurrent Encoding Neural Networks. - Jie Geng; Hongyu Wang 001; Jianchao Fan; Xiaorui Ma (IEEE Trans. Geosci. Remote. Sens., 2018)

Hyperspectral Image Classification Based on Deep Deconvolution Network With Skip Architecture. - Xiaorui Ma; Anyan Fu; Jie Wang 003; Hongyu Wang 001; Baocai Yin (IEEE Trans. Geosci. Remote. Sens., 2018)

Device-Free Identification Using Intrinsic CSI Features. - Jie Wang 003; Yunong Zhao; Xinxin Fan; Qinghua Gao; Xiaorui Ma; Hongyu Wang 001 (IEEE Trans. Veh. Technol., 2018)

DeFi: Robust Training-Free Device-Free Wireless Localization With WiFi. - Lingyan Zhang; Qinghua Gao; Xiaorui Ma; Jie Wang 003; Tingting Yang 001; Hongyu Wang 001 (IEEE Trans. Veh. Technol., 2018)

Cross-Scene Hyperspectral Image Classification Based on Deep Conditional Distribution Adaptation Networks. - Jie Geng; Xiaorui Ma; Wen Jiang 002; Xiaoyu Hu; Dawei Wang 001; Hongyu Wang 001 (IGARSS, 2019)

Hyperspectral Image Classification by Parameters Prediction Networks. - Sheng Ji; Xiaorui Ma; Weibin Wang; Li Yu; Jie Geng; Hongyu Wang 001 (IGARSS, 2019)

Knowledge Guided Classification Of Hyperspectral Image Based on Hierarchical Class Tree. - Xiaorui Ma; Hongyu Wang 001; Yi Liu; Sheng Ji; Qinghua Gao; Jie Wang 003 (IGARSS, 2019)

Multi-Instance Convolutional Neural Network for multi-shot person re-identification. - Xiaokai Liu; Sheng Bi; Xiaorui Ma; Jie Wang 003 (Neurocomputing, 2019)

Saliency-Guided Deep Neural Networks for SAR Image Change Detection. - Jie Geng; Xiaorui Ma; Xiaojun Zhou; Hongyu Wang 001 (IEEE Trans. Geosci. Remote. Sens., 2019)

Hyperspectral Image Classification Based on Two-Phase Relation Learning Network. - Xiaorui Ma; Sheng Ji; Jie Wang 003; Jie Geng; Hongyu Wang 001 (IEEE Trans. Geosci. Remote. Sens., 2019)

Cross-Data Set Hyperspectral Image Classification Based on Deep Domain Adaptation. - Xiaorui Ma; Xuerong Mou; Jie Wang 003; Xiaokai Liu; Hongyu Wang 001; Baocai Yin (IEEE Trans. Geosci. Remote. Sens., 2019)

A Dynamic Differential Phase Analysis Method for Wireless Sensing. - Jie Wang 003; Jingyu Tong; Xinxin Fan; Xiaorui Ma; Qinghua Gao; Xiaoxia Huang (IEEE Trans. Veh. Technol., 2019)

SAR Image Ship Detection Based on Scene Interpretation. - Shilong Hou; Xiaorui Ma; Xinrong Wang; Zanhao Fu; Jie Wang 003; Hongyu Wang 001 (IGARSS, 2020)

Device-Free Human Gesture Recognition With Generative Adversarial Networks. - Jie Wang 003; Liang Zhang; Changcheng Wang; Xiaorui Ma; Qinghua Gao; Bin Lin 001 (IEEE Internet Things J., 2020)

Transfer Learning for SAR Image Classification Via Deep Joint Distribution Adaptation Networks. - Jie Geng; Xinyang Deng; Xiaorui Ma; Wen Jiang 002 (IEEE Trans. Geosci. Remote. Sens., 2020)

Practical Device-Free Gesture Recognition Using WiFi Signals Based on Metalearning. - Xiaorui Ma; Yunong Zhao; Liang Zhang; Qinghua Gao; Miao Pan; Jie Wang 003 (IEEE Trans. Ind. Informatics, 2020)

Pseudo-3D Vision-Inertia Based Underwater Self-Localization for AUVs. - Yangyang Wang 005; Xiaorui Ma; Jie Wang 003; Hongyu Wang 001 (IEEE Trans. Veh. Technol., 2020)

Cross-Scenario Device-Free Activity Recognition Based on Deep Adversarial Networks. - Jie Wang 003; Yunong Zhao; Xiaorui Ma; Qinghua Gao; Miao Pan; Hongyu Wang 001 (IEEE Trans. Veh. Technol., 2020)

Learning to Sense: Deep Learning for Wireless Sensing with Less Training Efforts. - Jie Wang 003; Qinhua Gao; Xiaorui Ma; Yunong Zhao; Yuguang Fang (IEEE Wirel. Commun., 2020)

DSDet: A Lightweight Densely Connected Sparsely Activated Detector for Ship Target Detection in High-Resolution SAR Images. - Kun Sun; Yi Liang; Xiaorui Ma; Yuanyuan Huai; Mengdao Xing (Remote. Sens., 2021)

Classification of Hyperspectral Image Based on Task-Specific Learning Network. - Xiaorui Ma; Sheng Ji; Jie Wang 003; Xiaokai Liu; Hongyu Wang 001 (IEEE Trans. Geosci. Remote. Sens., 2021)

Cross-Dataset Hyperspectral Image Classification Based on Adversarial Domain Adaptation. - Xiaorui Ma; Xuerong Mou; Jie Wang 003; Xiaokai Liu; Jie Geng; Hongyu Wang 001 (IEEE Trans. Geosci. Remote. Sens., 2021)

A Dual Sparsity Constrained Approach for Hyperspectral Target Detection. - Dunbin Shen; Xiaorui Ma; Hongyu Wang 001; Jianjun Liu (IGARSS, 2022)

Change Detection of High-Resolution Remote Sensing Image Based on Semi-Supervised Segmentation and Adversarial Learning. - Shengnan Yang; Shilong Hou; Yifan Zhang; Hongyu Wang 001; Xiaorui Ma (IGARSS, 2022)

Few-Shot Class Incremental Learning for Hyperspectral Image Classification Based on Constantly Updated Classifier. - Yuanyuan Zhao; Lin Ha; Hongyu Wang 001; Xiaorui Ma (IGARSS, 2022)

Hyperspectral Image Classification Based on Class-Incremental Learning with Knowledge Distillation. - Meng Xu; Yuanyuan Zhao; Yajun Liang; Xiaorui Ma (Remote. Sens., 2022)

Multiscale and Dense Ship Detection in SAR Images Based on Key-Point Estimation and Attention Mechanism. - Xiaorui Ma; Shilong Hou; Yangyang Wang 005; Jie Wang 003; Hongyu Wang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Robust AUV Visual Loop-Closure Detection Based on Variational Autoencoder Network. - Yangyang Wang 005; Xiaorui Ma; Jie Wang 003; Shilong Hou; Ju Dai; Dongbing Gu; Hongyu Wang 001 (IEEE Trans. Ind. Informatics, 2022)

Influence Study of Learners' Independent Learning Ability on Learning Performance in Online Learning. - Xiaorui Ma (Int. J. Emerg. Technol. Learn., 2022)

Hyperspectral Target Detection Based on Low-Rank Background Subspace Learning and Graph Laplacian Regularization. - Dunbin Shen; Xiaorui Ma; Wenfeng Kong; Jiacheng Tian; Hongyu Wang 001 (CoRR, 2023)

LAE-Net: A locally-adaptive embedding network for low-light image enhancement. - Xiaokai Liu; Weihao Ma; Xiaorui Ma; Jie Wang 003 (Pattern Recognit., 2023)

Hyperspectral Target Detection Based on Interpretable Representation Network. - Dunbin Shen; Xiaorui Ma; Wenfeng Kong; Jianjun Liu; Jie Wang 003; Hongyu Wang 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Lightweight Device-Free Wireless Sensing Using Information-for-Complexity Strategy. - Jie Wang 003; Fan Li; Xiaorui Ma; Ye Sun; Zhengdong Yin; Qinghua Gao (IEEE Trans. Ind. Informatics, 2023)

Robust Real-Time AUV Self-Localization Based on Stereo Vision-Inertia. - Yangyang Wang 005; Dongbing Gu; Xiaorui Ma; Jie Wang 003; Hongyu Wang 001 (IEEE Trans. Veh. Technol., 2023)

Multi-Scale Graph-Based Cross-Attention Transformer for Whole Slide Image Classification. - Jiayu Wan; Yingguang Hao; Xiaorui Ma; Hongyu Wang 001 (ICARCV, 2024)

Dual Data- and Knowledge-Driven Land Cover Mapping Framework for Monitoring Annual and Near-Real-Time Changes. - Zhenrong Du; Le Yu 001; Damien Arvor; Xiyu Li; Xin Cao 002; Liheng Zhong; Qiang Zhao 008; Xiaorui Ma; Hongyu Wang 001; Xiaoxuan Liu; Mingjuan Zhang; Bing Xu 001; et al. (IEEE Trans. Geosci. Remote. Sens., 2024)

WiVi-GR: Wireless-Visual Joint Representation-Based Accurate Gesture Recognition. - Xiaokai Liu; Shi Tang; Boyi Zhang; Jingmiao Wu; Xiaorui Ma; Jie Wang 003 (IEEE Internet Things J., 2024)

Cross-Modality Gesture Recognition With Complete Representation Projection. - Xiaokai Liu; Mingyue Li; Boyi Zhang; Luyuan Hao; Xiaorui Ma; Jie Wang 003 (IEEE Internet Things J., 2024)

Hyperspectral Target Detection Based on Macro-Micro Spectrum Contrastive Learning. - Jiacheng Tian; Dunbin Shen; Wenfeng Kong; Min Li; Hongyu Wang 001; Xiaorui Ma (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Hyperspectral Anomaly Detection Based on Tensor Approximation With Tensor Double Nuclear Norm. - Wenfeng Kong; Dunbin Shen; Min Li; Xiaorui Ma; Hongyu Wang 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

HTD-Mamba: Efficient Hyperspectral Target Detection With Pyramid State Space Model. - Dunbin Shen; Xuanbing Zhu; Jiacheng Tian; Jianjun Liu; Zhenrong Du; Hongyu Wang 001; Xiaorui Ma (IEEE Trans. Geosci. Remote. Sens., 2025)

Efficiently Integrate Large Language Models with Visual Perception: A Survey from the Training Paradigm Perspective. - Xiaorui Ma; Haoran Xie 001; S. Joe Qin (Inf. Fusion, 2026)