Plant recognition based on intersecting cortical model. - Zhaobin Wang; Xiaoguang Sun; Yide Ma; Hongjuan Zhang; Yurun Ma; Weiying Xie; Yaonan Zhang (IJCNN, 2014)

Breast mass classification in digital mammography based on extreme learning machine. - Weiying Xie; Yunsong Li 001; Yide Ma (Neurocomputing, 2016)

A spatial constraint and deep learning based hyperspectral image super-resolution method. - Jing Hu 005; Yunsong Li 001; Xi Zhao; Weiying Xie (IGARSS, 2017)

Hyperspectral image super-resolution using deep convolutional neural network. - Yunsong Li 001; Jing Hu 005; Xi Zhao; Weiying Xie; Jiaojiao Li 001 (Neurocomputing, 2017)

Hyperspectral image filtering with adaptive manifold for classification. - Weiying Xie; Yunsong Li 001; Weiping Zhou (J. Electronic Imaging, 2017)

Hyperspectral Image Super-Resolution by Spectral Difference Learning and Spatial Error Correction. - Jing Hu 005; Yunsong Li 001; Weiying Xie (IEEE Geosci. Remote. Sens. Lett., 2017)

Hyperspectral Imagery Denoising by Deep Learning With Trainable Nonlinearity Function. - Weiying Xie; Yunsong Li 001 (IEEE Geosci. Remote. Sens. Lett., 2017)

Hyperspectral image reconstruction by deep convolutional neural network for classification. - Yunsong Li 001; Weiying Xie; Huaqing Li 003 (Pattern Recognit., 2017)

Deep convolutional networks with residual learning for accurate spectral-spatial denoising. - Weiying Xie; Yunsong Li 001; Xiuping Jia (Neurocomputing, 2018)

Efficient coarse-to-fine spectral rectification for hyperspectral image. - Weiying Xie; Yunsong Li 001; Weiping Zhou; Yuxuan Zheng (Neurocomputing, 2018)

Trainable spectral difference learning with spatial starting for hyperspectral image denoising. - Weiying Xie; Yunsong Li 001; Jing Hu 005; Duan-Yu Chen (Neural Networks, 2018)

SOON: Specifically Optimized One-Stage Network for Object Detection in Remote Sensing Imagery. - Zhuo Wang; Haonan Qin; Yunsong Li 001; Jie Lei 001; Weiying Xie (ICTAI, 2019)

Spectral constraint adversarial autoencoders approach to feature representation in hyperspectral anomaly detection. - Weiying Xie; Jie Lei 001; Baozhu Liu; Yunsong Li 001; Xiuping Jia (Neural Networks, 2019)

High-quality spectral-spatial reconstruction using saliency detection and deep feature enhancement. - Weiying Xie; Yanzi Shi; Yunsong Li 001; Xiuping Jia; Jie Lei 001 (Pattern Recognit., 2019)

Hyperspectral Pansharpening Based on Spectral Constrained Adversarial Autoencoder. - Gang He 002; Jiaping Zhong; Jie Lei 001; Yunsong Li 001; Weiying Xie (Remote. Sens., 2019)

A Novel FPGA-Based Architecture for Fast Automatic Target Detection in Hyperspectral Images. - Jie Lei 001; Lingyun Wu; Yunsong Li 001; Weiying Xie; Chein-I Chang; Jintao Zhang; Biying Huang (Remote. Sens., 2019)

A Novel Effectively Optimized One-Stage Network for Object Detection in Remote Sensing Imagery. - Weiying Xie; Haonan Qin; Yunsong Li 001; Zhuo Wang; Jie Lei 001 (Remote. Sens., 2019)

Spectral-Spatial Feature Extraction for Hyperspectral Anomaly Detection. - Jie Lei 001; Weiying Xie; Jian Yang; Yunsong Li 001; Chein-I Chang (IEEE Trans. Geosci. Remote. Sens., 2019)

DDLPS: Detail-Based Deep Laplacian Pansharpening for Hyperspectral Imagery. - Kaiyan Li 002; Weiying Xie; Qian Du 001; Yunsong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2019)

Structure Tensor and Guided Filtering-Based Algorithm for Hyperspectral Anomaly Detection. - Weiying Xie; Tao Jiang 031; Yunsong Li 001; Xiuping Jia; Jie Lei 001 (IEEE Trans. Geosci. Remote. Sens., 2019)

Hyperspectral Image Super-Resolution Using Deep Feature Matrix Factorization. - Weiying Xie; Xiuping Jia; Yunsong Li 001; Jie Lei 001 (IEEE Trans. Geosci. Remote. Sens., 2019)

A Video Compression Framework Using an Overfitted Restoration Neural Network. - Gang He 002; Chang Wu 001; Lei Li; Jinjia Zhou; Xianglin Wang; Yunfei Zheng; Bing Yu; Weiying Xie (CVPR Workshops, 2020)

Discriminative Semi-Supervised Generative Adversarial Network for Hyperspectral Anomaly Detection. - Tao Jiang 031; Weiying Xie; Yunsong Li 001; Qian Du 001 (IGARSS, 2020)

Unsupervised spectral mapping and feature selection for hyperspectral anomaly detection. - Weiying Xie; Yunsong Li 001; Jie Lei 001; Jian Yang; Jiaojiao Li 001; Xiuping Jia; Zhen Li (Neural Networks, 2020)

Discriminative Feature Learning Constrained Unsupervised Network for Cloud Detection in Remote Sensing Imagery. - Weiying Xie; Jian Yang; Yunsong Li 001; Jie Lei 001; Jiaping Zhong; Jiaojiao Li 001 (Remote. Sens., 2020)

An Improved Pulse-Coupled Neural Network Model for Pansharpening. - Xiaojun Li; Haowen Yan; Weiying Xie; Lu Kang; Yi Tian (Sensors, 2020)

Background Learning Based on Target Suppression Constraint for Hyperspectral Target Detection. - Weiying Xie; Xin Zhang 092; Yunsong Li 001; Keyan Wang; Qian Du 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

Discriminative Reconstruction Constrained Generative Adversarial Network for Hyperspectral Anomaly Detection. - Tao Jiang 031; Yunsong Li 001; Weiying Xie; Qian Du 001 (IEEE Trans. Geosci. Remote. Sens., 2020)

Semisupervised Spectral Learning With Generative Adversarial Network for Hyperspectral Anomaly Detection. - Kai Jiang; Weiying Xie; Yunsong Li 001; Jie Lei 001; Gang He 002; Qian Du 001 (IEEE Trans. Geosci. Remote. Sens., 2020)

Discriminative Reconstruction for Hyperspectral Anomaly Detection With Spectral Learning. - Jie Lei 001; Shuo Fang; Weiying Xie; Yunsong Li 001; Chein-I Chang (IEEE Trans. Geosci. Remote. Sens., 2020)

Spectral Adversarial Feature Learning for Anomaly Detection in Hyperspectral Imagery. - Weiying Xie; Baozhu Liu; Yunsong Li 001; Jie Lei 001; Chein-I Chang; Gang He 002 (IEEE Trans. Geosci. Remote. Sens., 2020)

Autoencoder and Adversarial-Learning-Based Semisupervised Background Estimation for Hyperspectral Anomaly Detection. - Weiying Xie; Baozhu Liu; Yunsong Li 001; Jie Lei 001; Qian Du 001 (IEEE Trans. Geosci. Remote. Sens., 2020)

Hyperspectral Band Selection for Spectral-Spatial Anomaly Detection. - Weiying Xie; Yunsong Li 001; Jie Lei 001; Jian Yang; Chein-I Chang; Zhen Li (IEEE Trans. Geosci. Remote. Sens., 2020)

Deep Latent Spectral Representation Learning-Based Hyperspectral Band Selection for Target Detection. - Weiying Xie; Jie Lei 001; Jian Yang; Yunsong Li 001; Qian Du 001; Zhen Li (IEEE Trans. Geosci. Remote. Sens., 2020)

SRUN: Spectral Regularized Unsupervised Networks for Hyperspectral Target Detection. - Weiying Xie; Jian Yang; Jie Lei 001; Yunsong Li 001; Qian Du 001; Gang He 002 (IEEE Trans. Geosci. Remote. Sens., 2020)

Hyperspectral Pansharpening With Deep Priors. - Weiying Xie; Jie Lei 001; Yuhang Cui; Yunsong Li 001; Qian Du 001 (IEEE Trans. Neural Networks Learn. Syst., 2020)

LREN: Low-Rank Embedded Network for Sample-Free Hyperspectral Anomaly Detection. - Kai Jiang; Weiying Xie; Jie Lei 001; Tao Jiang 031; Yunsong Li 001 (AAAI, 2021)

PTGAN: A Proposal-Weighted Two-Stage GAN with Attention for Hyperspectral Target Detection. - Haonan Qin; Weiying Xie; Yunsong Li 001; Kai Jiang; Jie Lei 001; Qian Du 001 (IGARSS, 2021)

An Efficient Video Coding System With an Adaptive Overfitted Multi-Scale Attention Network. - Gang He 002; Chang Wu 001; Li Xu 008; Lei Li; Ziyao Xu 005; Weiying Xie; Yunsong Li 001 (IEEE Access, 2021)

Spectral mapping with adversarial learning for unsupervised hyperspectral change detection. - Jie Lei 001; Meiqi Li; Weiying Xie; Yunsong Li 001; Xiuping Jia (Neurocomputing, 2021)

A Specially Optimized One-Stage Network for Object Detection in Remote Sensing Images. - Haonan Qin; Yunsong Li 001; Jie Lei 001; Weiying Xie; Zhuo Wang (IEEE Geosci. Remote. Sens. Lett., 2021)

Self-spectral learning with GAN based spectral-spatial target detection for hyperspectral image. - Weiying Xie; Jiaqing Zhang; Jie Lei 001; Yunsong Li 001; Xiuping Jia (Neural Networks, 2021)

Parallel and Distributed Computing for Anomaly Detection From Hyperspectral Remote Sensing Imagery. - Qian Du 001; Bo Tang 011; Weiying Xie; Wei Li 032 (Proc. IEEE, 2021)

Dual feature extraction network for hyperspectral image analysis. - Weiying Xie; Jie Lei 001; Shuo Fang; Yunsong Li 001; Xiuping Jia; Mingsuo Li (Pattern Recognit., 2021)

Residual Augmented Attentional U-Shaped Network for Spectral Reconstruction from RGB Images. - Jiaojiao Li 001; Chaoxiong Wu; Rui Song 003; Yunsong Li 001; Weiying Xie (Remote. Sens., 2021)

A Low-Complexity Hyperspectral Anomaly Detection Algorithm and Its FPGA Implementation. - Jie Lei 001; Geng Yang; Weiying Xie; Yunsong Li 001; Xiuping Jia (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Weakly Supervised Low-Rank Representation for Hyperspectral Anomaly Detection. - Weiying Xie; Xin Zhang 092; Yunsong Li 001; Jie Lei 001; Jiaojiao Li 001; Qian Du 001 (IEEE Trans. Cybern., 2021)

Hybrid 2-D-3-D Deep Residual Attentional Network With Structure Tensor Constraints for Spectral Super-Resolution of RGB Images. - Jiaojiao Li 001; Chaoxiong Wu; Rui Song 003; Weiying Xie; Chiru Ge; Bo Li 090; Yunsong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2021)

HPGAN: Hyperspectral Pansharpening Using 3-D Generative Adversarial Networks. - Weiying Xie; Yuhang Cui; Yunsong Li 001; Jie Lei 001; Qian Du 001; Jiaojiao Li 001 (IEEE Trans. Geosci. Remote. Sens., 2021)

Characterization of Background-Anomaly Separability With Generative Adversarial Network for Hyperspectral Anomaly Detection. - Jiaping Zhong; Weiying Xie; Yunsong Li 001; Jie Lei 001; Qian Du 001 (IEEE Trans. Geosci. Remote. Sens., 2021)

Transcoded Video Restoration by Temporal Spatial Auxiliary Network. - Li Xu 008; Gang He 002; Jinjia Zhou; Jie Lei 001; Weiying Xie; Yunsong Li 001; Yu-Wing Tai (AAAI, 2022)

HTD-VIT: Spectral-Spatial Joint Hyperspectral Target Detection with Vision Transformer. - Haonan Qin; Weiying Xie; Yunsong Li 001; Qian Du 001 (IGARSS, 2022)

Optical Remote Sensing Image Understanding with Weak Supervision: Concepts, Methods, and Perspectives. - Jun Yue; Leyuan Fang; Pedram Ghamisi; Weiying Xie; Jun Li 009; Jocelyn Chanussot; Antonio J. Plaza (CoRR, 2022)

Spatial-Spectral Cross-Correlation Embedded Dual-Transfer Network for Object Tracking Using Hyperspectral Videos. - Jie Lei 001; Pan Liu; Weiying Xie; Long Gao; Yunsong Li 001; Qian Du 001 (Remote. Sens., 2022)

Multi-Prior Twin Least-Square Network for Anomaly Detection of Hyperspectral Imagery. - Jiaping Zhong; Yunsong Li 001; Weiying Xie; Jie Lei 001; Xiuping Jia (Remote. Sens., 2022)

Interlayer Restoration Deep Neural Network for Scalable High Efficiency Video Coding. - Gang He 002; Li Xu 008; Jie Lei 001; Weiying Xie; Yunsong Li 001; Yibo Fan; Jinjia Zhou (IEEE Trans. Circuits Syst. Video Technol., 2022)

E2E-LIADE: End-to-End Local Invariant Autoencoding Density Estimation Model for Anomaly Target Detection in Hyperspectral Image. - Kai Jiang; Weiying Xie; Jie Lei 001; Zan Li 001; Yunsong Li 001; Tao Jiang 031; Qian Du 001 (IEEE Trans. Cybern., 2022)

Fusion of Hyperspectral and Panchromatic Images Using Generative Adversarial Network and Image Segmentation. - Wenqian Dong; Yufei Yang; Jiahui Qu; Weiying Xie; Yunsong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Boundary Extraction Constrained Siamese Network for Remote Sensing Image Change Detection. - Jie Lei 001; Yijie Gu; Weiying Xie; Yunsong Li 001; Qian Du 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Sparse Coding-Inspired GAN for Hyperspectral Anomaly Detection in Weakly Supervised Learning. - Yunsong Li 001; Tao Jiang 031; Weiying Xie; Jie Lei 001; Qian Du 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Structure-Guided Feature Transform Hybrid Residual Network for Remote Sensing Object Detection. - Jiaojiao Li 001; Huanqing Zhang; Rui Song 003; Weiying Xie; Yunsong Li 001; Qian Du 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Dual-Frequency Autoencoder for Anomaly Detection in Transformed Hyperspectral Imagery. - Yidan Liu; Weiying Xie; Yunsong Li 001; Zan Li 001; Qian Du 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

A Multilevel Encoder-Decoder Attention Network for Change Detection in Hyperspectral Images. - Jiahui Qu; Shaoxiong Hou; Wenqian Dong; Yunsong Li 001; Weiying Xie (IEEE Trans. Geosci. Remote. Sens., 2022)

MSSL: Hyperspectral and Panchromatic Images Fusion via Multiresolution Spatial-Spectral Feature Learning Networks. - Jiahui Qu; Yanzi Shi; Weiying Xie; Yunsong Li 001; Xianyun Wu; Qian Du 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Spectral Distribution-Aware Estimation Network for Hyperspectral Anomaly Detection. - Weiying Xie; Shuran Fan; Jiahui Qu; Xianyun Wu; Yanli Lu; Qian Du 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Algorithm/Hardware Codesign for Real-Time On-Satellite CNN-Based Ship Detection in SAR Imagery. - Geng Yang; Jie Lei 001; Weiying Xie; Zhenman Fang; Yunsong Li 001; Jiaxuan Wang; Xin Zhang 092 (IEEE Trans. Geosci. Remote. Sens., 2022)

Rank-Aware Generative Adversarial Network for Hyperspectral Band Selection. - Xin Zhang 092; Weiying Xie; Yunsong Li 001; Jie Lei 001; Qian Du 001; Geng Yang (IEEE Trans. Geosci. Remote. Sens., 2022)

Weakly Supervised Discriminative Learning With Spectral Constrained Generative Adversarial Network for Hyperspectral Anomaly Detection. - Tao Jiang 031; Weiying Xie; Yunsong Li 001; Jie Lei 001; Qian Du 001 (IEEE Trans. Neural Networks Learn. Syst., 2022)

Toward Stable, Interpretable, and Lightweight Hyperspectral Super-Resolution. - Wen-jin Guo; Weiying Xie; Kai Jiang; Yunsong Li 001; Jie Lei 001; Leyuan Fang (CVPR, 2023)

Journal Track Paper ICFPT 2023 : HyBNN: Quantifying and Optimizing Hardware Efficiency of Binary Neural Networks. - Geng Yang; Jie Lei 001; Zhenman Fang; Yunsong Li 001; Jiaqing Zhang; Weiying Xie (ICFPT, 2023)

Guided Hybrid Quantization for Object detection in Multimodal Remote Sensing Imagery via One-to-one Self-teaching. - Jiaqing Zhang; Jie Lei 001; Weiying Xie; Yunsong Li 001; Xiuping Jia (CoRR, 2023)

Towards Accurate and Reliable Change Detection of Remote Sensing Images via Knowledge Review and Online Uncertainty Estimation. - Zhenglai Li; Chang Tang; Xianju Li; Weiying Xie; Kun Sun 002; Xinzhong Zhu (CoRR, 2023)

BSDM: Background Suppression Diffusion Model for Hyperspectral Anomaly Detection. - Jitao Ma; Weiying Xie; Yunsong Li 001; Leyuan Fang (CoRR, 2023)

Physics Inspired Criterion for Pruning-Quantization Joint Learning. - Weiying Xie; Xiaoyi Fan 002; Xin Zhang 092; Yunsong Li 001; Jie Lei 001; Leyuan Fang (CoRR, 2023)

SAR-Net: Multi-scale Direction-aware SAR Network via Global Information Fusion. - Mingxiang Cao; Jie Lei 001; Weiying Xie; Jiaqing Zhang; Daixun Li; Yunsong Li 001 (CoRR, 2023)

Weakly supervised adversarial learning via latent space for hyperspectral target detection. - Haonan Qin; Weiying Xie; Yunsong Li 001; Kai Jiang; Jie Lei 001; Qian Du 001 (Pattern Recognit., 2023)

A Transformer-Based Network for Hyperspectral Object Tracking. - Long Gao; Langkun Chen; Pan Liu; Yan Jiang; Weiying Xie; Yunsong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

CBFF-Net: A New Framework for Efficient and Accurate Hyperspectral Object Tracking. - Long Gao; Pan Liu; Yan Jiang; Weiying Xie; Jie Lei 001; Yunsong Li 001; Qian Du 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

A Semantic Transferred Priori for Hyperspectral Target Detection With Spatial-Spectral Association. - Jie Lei 001; Simin Xu; Weiying Xie; Jiaqing Zhang; Yunsong Li 001; Qian Du 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

A Model-Driven Deep Mixture Network for Robust Hyperspectral Anomaly Detection. - Yunsong Li 001; Kai Jiang; Weiying Xie; Jie Lei 001; Xin Zhang 092; Qian Du 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

HTDFormer: Hyperspectral Target Detection Based on Transformer With Distributed Learning. - Yunsong Li 001; Haonan Qin; Weiying Xie (IEEE Trans. Geosci. Remote. Sens., 2023)

Spatial and Spectral Structure Preserved Self-Representation for Unsupervised Hyperspectral Band Selection. - Chang Tang; Jun Wang 118; Xiao Zheng; Xinwang Liu 002; Weiying Xie; Xianju Li; Xinzhong Zhu (IEEE Trans. Geosci. Remote. Sens., 2023)

Co-Compression via Superior Gene for Remote Sensing Scene Classification. - Weiying Xie; Xiaoyi Fan 002; Xin Zhang 092; Yunsong Li 001; Min Sheng; Leyuan Fang (IEEE Trans. Geosci. Remote. Sens., 2023)

SuperYOLO: Super Resolution Assisted Object Detection in Multimodal Remote Sensing Imagery. - Jiaqing Zhang; Jie Lei 001; Weiying Xie; Zhenman Fang; Yunsong Li 001; Qian Du 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Guided Hybrid Quantization for Object Detection in Remote Sensing Imagery via One-to-One Self-Teaching. - Jiaqing Zhang; Jie Lei 001; Weiying Xie; Yunsong Li 001; Geng Yang; Xiuping Jia (IEEE Trans. Geosci. Remote. Sens., 2023)

REAF: Remembering Enhancement and Entropy-Based Asymptotic Forgetting for Filter Pruning. - Xin Zhang 092; Weiying Xie; Yunsong Li 001; Kai Jiang; Leyuan Fang (IEEE Trans. Image Process., 2023)

Deep Hybrid 2-D-3-D CNN Based on Dual Second-Order Attention With Camera Spectral Sensitivity Prior for Spectral Super-Resolution. - Jiaojiao Li 001; Chaoxiong Wu; Rui Song 003; Yunsong Li 001; Weiying Xie; Lihuo He; Xinbo Gao 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Filter Pruning via Learned Representation Median in the Frequency Domain. - Xin Zhang 092; Weiying Xie; Yunsong Li 001; Jie Lei 001; Qian Du 001 (IEEE Trans. Cybern., 2023)

Invariant Attribute-Driven Binary Bi-Branch Classification of Hyperspectral and LiDAR Images. - Jiaqing Zhang; Jie Lei 001; Weiying Xie; Daixun Li (Remote. Sens., 2023)

MDFL: Multi-Domain Diffusion-Driven Feature Learning. - Daixun Li; Weiying Xie; Jiaqing Zhang; Yunsong Li 001 (AAAI, 2024)

JointSQ: Joint Sparsification-Quantization for Distributed Learning. - Weiying Xie; Haowei Li; Jitao Ma; Yunsong Li 001; Jie Lei 001; Donglai Liu; Leyuan Fang (CVPR, 2024)

Spanning Training Progress: Temporal Dual-Depth Scoring (TDDS) for Enhanced Dataset Pruning. - Xin Zhang 092; Jiawei Du; Yunsong Li 001; Weiying Xie; Joey Tianyi Zhou (CVPR, 2024)

DA-BEV: Unsupervised Domain Adaptation for Bird's Eye View Perception. - Kai Jiang; Jiaxing Huang 001; Weiying Xie; Jie Lei 001; Yunsong Li 001; Ling Shao 001; Shijian Lu (ECCV (82), 2024)

E4SA: An Ultra-Efficient Systolic Array Architecture for 4-Bit Convolutional Neural Networks. - Geng Yang; Jie Lei 001; Zhenman Fang; Jiaqing Zhang; Junrong Zhang 002; Weiying Xie; Yunsong Li 001 (FPGA, 2024)

SA4: A Comprehensive Analysis and Optimization of Systolic Array Architecture for 4-bit Convolutions. - Geng Yang; Jie Lei 001; Zhenman Fang; Jiaqing Zhang; Junrong Zhang 002; Weiying Xie; Yunsong Li 001 (FPL, 2024)

SDA: Low-Bit Stable Diffusion Acceleration on Edge FPGAs. - Geng Yang; Yanyue Xie; Zhong Jia Xue; Sung-En Chang; Yanyu Li; Peiyan Dong; Jie Lei 001; Weiying Xie; Yanzhi Wang; Xue Lin 001; Zhenman Fang (FPL, 2024)

Adaptive Hierarchical Aggregation for Federated Object Detection. - Ruofan Jia; Weiying Xie; Jie Lei 001; Yunsong Li 001 (ACM Multimedia, 2024)

FedSLS: Exploring Federated Aggregation in Saliency Latent Space. - Hengyi Wang; Weiying Xie; Jitao Ma; Daixun Li; Yunsong Li 001 (ACM Multimedia, 2024)

Adaptive Pruning of Channel Spatial Dependability in Convolutional Neural Networks. - Weiying Xie; Mei Yuan; Jitao Ma; Yunsong Li 001 (ACM Multimedia, 2024)

Domain Adaptation for Large-Vocabulary Object Detectors. - Kai Jiang; Jiaxing Huang 001; Weiying Xie; Jie Lei 001; Yunsong Li 001; Ling Shao 001; Shijian Lu (NeurIPS, 2024)

E2E-MFD: Towards End-to-End Synchronous Multimodal Fusion Detection. - Jiaqing Zhang; Mingxiang Cao; Weiying Xie; Jie Lei 001; Daixun Li; Wenbo Huang 001; Yunsong Li 001; Xue Yang (NeurIPS, 2024)

Hyperspectral Object Tracking with Low-Rank Adaptation. - Langkun Chen; Yunhe Zhang; Yuze Ke; Long Gao; Weiying Xie (WHISPERS, 2024)

Distribution-aware Interactive Attention Network and Large-scale Cloud Recognition Benchmark on FY-4A Satellite Image. - Jiaqing Zhang; Jie Lei 001; Weiying Xie; Kai Jiang; Mingxiang Cao; Yunsong Li 001 (CoRR, 2024)

Domain Adaptation for Large-Vocabulary Object Detectors. - Kai Jiang; Jiaxing Huang 001; Weiying Xie; Yunsong Li 001; Ling Shao 001; Shijian Lu (CoRR, 2024)

DA-BEV: Unsupervised Domain Adaptation for Bird's Eye View Perception. - Kai Jiang; Jiaxing Huang 001; Weiying Xie; Yunsong Li 001; Ling Shao 001; Shijian Lu (CoRR, 2024)

EfficientMFD: Towards More Efficient Multimodal Synchronous Fusion Detection. - Jiaqing Zhang; Mingxiang Cao; Xue Yang; Weiying Xie; Jie Lei 001; Daixun Li; Geng Yang; Wenbo Huang 001; Yunsong Li 001 (CoRR, 2024)

FoRA: Low-Rank Adaptation Model beyond Multimodal Siamese Network. - Weiying Xie; Yusi Zhang; Tianlin Hui; Jiaqing Zhang; Jie Lei 001; Yunsong Li 001 (CoRR, 2024)

Reducing Spurious Correlation for Federated Domain Generalization. - Shuran Ma; Weiying Xie; Daixun Li; Haowei Li; Yunsong Li 001 (CoRR, 2024)

FedFQ: Federated Learning with Fine-Grained Quantization. - Haowei Li; Weiying Xie; Hangyu Ye; Jitao Ma; Shuran Ma; Yunsong Li 001 (CoRR, 2024)

FusionSAM: Latent Space driven Segment Anything Model for Multimodal Fusion and Segmentation. - Daixun Li; Weiying Xie; Mingxiang Cao; Yunke Wang; Jiaqing Zhang; Yunsong Li 001; Leyuan Fang; Chang Xu 002 (CoRR, 2024)

Towards Accurate and Efficient Sub-8-Bit Integer Training. - Wenjin Guo; Donglai Liu; Weiying Xie; Yunsong Li 001; Xuefei Ning; Zihan Meng; Shulin Zeng; Jie Lei 001; Zhenman Fang; Yu Wang 002 (CoRR, 2024)

Towards Efficient Model-Heterogeneity Federated Learning for Large Models. - Ruofan Jia; Weiying Xie; Jie Lei 001; Haonan Qin; Jitao Ma; Leyuan Fang (CoRR, 2024)

Hyperspectral band selection via region-wise latent feature fusion and graph filter embedded subspace clustering. - Wei Feng; Minhui Wang; Chang Tang; Weiying Xie; Xianju Li; Xiao Zheng; Jiangfeng Xu (Eng. Appl. Artif. Intell., 2024)

Decentralized Federated GAN for Hyperspectral Change Detection in Edge Computing. - Weiying Xie; Xiaohong Xu; Yunsong Li 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

MMIF: Interpretable Hyperspectral and Multispectral Image Fusion via Maximum Mutual Information. - Yunsong Li 001; Wen-jin Guo; Weiying Xie; Tao Jiang 031; Qian Du 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

FedFusion: Manifold-Driven Federated Learning for Multi-Satellite and Multi-Modality Fusion. - Daixun Li; Weiying Xie; Yunsong Li 001; Leyuan Fang (IEEE Trans. Geosci. Remote. Sens., 2024)

Diffusion Models Meet Remote Sensing: Principles, Methods, and Perspectives. - Yidan Liu; Jun Yue; Shaobo Xia; Pedram Ghamisi; Weiying Xie; Leyuan Fang (IEEE Trans. Geosci. Remote. Sens., 2024)

SwiMDiff: Scene-Wide Matching Contrastive Learning With Diffusion Constraint for Remote Sensing Image. - Jiayuan Tian; Jie Lei 001; Jiaqing Zhang; Weiying Xie; Yunsong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Ebbinghaus-Curve Guided Low-Rank Component-Induced Attention for Multisource Remote Sensing Classification. - Weiying Xie; Yibing Lu; Daixun Li; Yunsong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

RS-DGC: Exploring Neighborhood Statistics for Dynamic Gradient Compression on Remote Sensing Image Interpretation. - Weiying Xie; Zixuan Wang; Jitao Ma; Daixun Li; Yunsong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

When Vectorization Meets Change Detection. - Yinglong Yan; Jun Yue; Jiaxing Lin; Zhengyang Guo; Yi Fang; Zhenhao Li; Weiying Xie; Leyuan Fang (IEEE Trans. Geosci. Remote. Sens., 2024)

Distribution-Aware Interactive Attention Network and Large-Scale Cloud Recognition Benchmark on FY-4A Satellite Image. - Jiaqing Zhang; Jie Lei 001; Weiying Xie; Kai Jiang; Xin Zhang 092; Mingxiang Cao; Yunsong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

SemiRS-COC: Semi-Supervised Classification for Complex Remote Sensing Scenes With Cross-Object Consistency. - Qiang Liu; Jun Yue; Yang Kuang; Weiying Xie; Leyuan Fang (IEEE Trans. Image Process., 2024)

HyBNN: Quantifying and Optimizing Hardware Efficiency of Binary Neural Networks. - Geng Yang; Jie Lei 001; Zhenman Fang; Yunsong Li 001; Jiaqing Zhang; Weiying Xie (ACM Trans. Reconfigurable Technol. Syst., 2024)

Multimodal Informative ViT: Information Aggregation and Distribution for Hyperspectral and LiDAR Classification. - Jiaqing Zhang; Jie Lei 001; Weiying Xie; Geng Yang; Daixun Li; Yunsong Li 001 (IEEE Trans. Circuits Syst. Video Technol., 2024)

A Representation-Learning-Based Graph and Generative Network for Hyperspectral Small Target Detection. - Yunsong Li 001; Jiaping Zhong; Weiying Xie; Paolo Gamba (Remote. Sens., 2024)

FedDiff: Diffusion Model Driven Federated Learning for Multi-Modal and Multi-Clients. - Daixun Li; Weiying Xie; Zixuan Wang; Yibing Lu; Yunsong Li 001; Leyuan Fang (IEEE Trans. Circuits Syst. Video Technol., 2024)

HTD-TS3: Weakly Supervised Hyperspectral Target Detection Based on Transformer via Spectral-Spatial Similarity. - Haonan Qin; Weiying Xie; Yunsong Li 001; Qian Du 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Markov-PQ: Joint Pruning-Quantization via Learnable Markov Chain. - Yunsong Li 001; Xin Zhang 092; Weiying Xie; Jiaqing Zhang; Leyuan Fang; Jiawei Du (IEEE Trans. Circuits Syst. Video Technol., 2024)

Block-Wise Partner Learning for Model Compression. - Xin Zhang 092; Weiying Xie; Yunsong Li 001; Jie Lei 001; Kai Jiang; Leyuan Fang; Qian Du 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Aligning and Prompting Anything for Zero-Shot Generalized Anomaly Detection. - Jitao Ma; Weiying Xie; Hangyu Ye; Daixun Li; Leyuan Fang (AAAI, 2025)

AdaGK-SGD: Adaptive Global Knowledge Guided Distributed Stochastic Gradient Descent. - Hangyu Ye; Weiying Xie; Yunsong Li 001; Leyuan Fang (AAAI, 2025)

FedCS: Coreset Selection for Federated Learning. - Chenhe Hao; Weiying Xie; Daixun Li; Haonan Qin; Hangyu Ye; Leyuan Fang; Yunsong Li 001 (CVPR, 2025)

Hyperspectral anomaly detection with self-supervised anomaly prior. - Yidan Liu; Kai Jiang; Weiying Xie; Jiaqing Zhang; Yunsong Li 001; Leyuan Fang (Neural Networks, 2025)

Exploring hyperspectral anomaly detection with human vision: A small target aware detector. - Jitao Ma; Weiying Xie; Yunsong Li 001 (Neural Networks, 2025)

CMCD: A Consistency Model-Based Change Detection Method for Remote Sensing Images. - Xiongjie Li; Weiying Xie; Jiaqing Zhang; Yunsong Li 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Hyperspectral Target Detection Based on Generative Self-Supervised Learning With Wavelet Transform. - Haonan Qin; Shuai Wang 057; Yunsong Li 001; Weiying Xie; Kai Jiang; Kailang Cao (IEEE Trans. Geosci. Remote. Sens., 2025)

A Signature-Constrained Two-Stage Framework for Hyperspectral Target Detection Based on Generative Self-Supervised Learning. - Haonan Qin; Shuai Wang 057; Yunsong Li 001; Weiying Xie; Kai Jiang; Kailang Cao (IEEE Trans. Geosci. Remote. Sens., 2025)

MROD-YOLO: Multimodal Joint Representation for Small Object Detection in Remote Sensing Imagery via Multiscale Iterative Aggregation. - Siyu Wang; Xiaogang Yang; Ruitao Lu; Dingwen Zhang; Weiying Xie; Shuang Su; Zhenyu Zhang (IEEE Trans. Geosci. Remote. Sens., 2025)

RS-IML: Federated Intrinsic Mask Learning on Remote Sensing Image Interpretation. - Hangyu Ye; Weiying Xie; Xin Zhang 092; Yibing Lu; Yunsong Li 001; Leyuan Fang (IEEE Trans. Geosci. Remote. Sens., 2025)

Change Detection Meets Frequency Learning: A Coarse-to-Fine Dual-Domain Detection Network. - Wenbo Zhang; Wenjin Guo; Yunsong Li 001; Weiying Xie (IEEE Trans. Geosci. Remote. Sens., 2025)

HSLabeling: Toward Efficient Labeling for Large-Scale Remote Sensing Image Segmentation With Hybrid Sparse Labeling. - Jiaxing Lin; Zhen Yang 026; Qiang Liu; Yinglong Yan; Pedram Ghamisi; Weiying Xie; Leyuan Fang (IEEE Trans. Image Process., 2025)

M3amba: CLIP-driven Mamba Model for Multi-modal Remote Sensing Classification. - Mingxiang Cao; Weiying Xie; Xin Zhang 092; Jiaqing Zhang; Kai Jiang; Jie Lei 001; Yunsong Li 001 (CoRR, 2025)

Hyperspectral Adapter for Object Tracking based on Hyperspectral Video. - Long Gao; Yunhe Zhang; Langkun Chen; Yan Jiang; Weiying Xie; Yunsong Li 001 (CoRR, 2025)

MIFNet: Multi-Scale Interaction Fusion Network for Remote Sensing Image Change Detection. - Weiying Xie; Wenjie Shao; Daixun Li; Yunsong Li 001; Leyuan Fang (IEEE Trans. Circuits Syst. Video Technol., 2025)

SeaDATE: Remedy Dual-Attention Transformer With Semantic Alignment via Contrast Learning for Multimodal Object Detection. - Shuhan Dong; Weiying Xie; Danian Yang; Yunsong Li 001; Jiaqing Zhang; Jiayuan Tian; Jie Lei 001 (IEEE Trans. Circuits Syst. Video Technol., 2025)

Visual State Space Model With Graph-Based Feature Aggregation for No-Reference Image Quality Assessment. - Haozhi Shi; Weiying Xie; Haonan Qin; Yunsong Li 001; Leyuan Fang (IEEE Trans. Circuits Syst. Video Technol., 2025)

M³amba: CLIP-Driven Mamba Model for Multi-Modal Remote Sensing Classification. - Mingxiang Cao; Weiying Xie; Xin Zhang 092; Jiaqing Zhang; Kai Jiang; Jie Lei 001; Yunsong Li 001 (IEEE Trans. Circuits Syst. Video Technol., 2025)

Distributed Deep Learning With Gradient Compression for Big Remote Sensing Image Interpretation. - Weiying Xie; Jitao Ma; Tianen Lu; Yunsong Li 001; Jie Lei 001; Leyuan Fang; Qian Du 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)