An efficient VLSI architecture of parallel bit plane encoder based on CCSDS IDC. - Yi Lu; Jie Lei 001; Yunsong Li 001 (APSIPA, 2012)

A Novel VLSI Architecture of SPIHT Using Breadth First Search for Real-Time Applications. - Kai Liu 021; Jie Lei 001; Yunsong Li 001 (J. Signal Process. Syst., 2012)

Block-based two-dimensional wavelet transform running on graphics processing unit. - Changhe Song; Yunsong Li 001; Jie Guo 009; Jie Lei 001 (IET Comput. Digit. Tech., 2014)

A Novel High-Throughput Acceleration Engine for Read Alignment. - Yu-Ting Chen 003; Jason Cong; Jie Lei 001; Peng Wei 004 (FCCM, 2015)

When Spark Meets FPGAs: A Case Study for Next-Generation DNA Sequencing Acceleration. - Yu-Ting Chen 003; Jason Cong; Zhenman Fang; Jie Lei 001; Peng Wei 004 (FCCM, 2016)

A High-throughput Architecture for Lossless Decompression on FPGA Designed Using HLS (Abstract Only). - Jie Lei 001; Yu-Ting Chen 003; Yunsong Li 001; Jason Cong (FPGA, 2016)

Fast FPGA Implementation for Computing the Pixel Purity Index of Hyperspectral Images. - Jie Guo 009; Yunsong Li 001; Kai Liu 021; Jie Lei 001; Keyan Wang (J. Circuits Syst. Comput., 2018)

A Deep Pipelined Implementation of Hyperspectral Target Detection Algorithm on FPGA Using HLS. - Jie Lei 001; Yunsong Li 001; Dongsheng Zhao; Jing Xie; Chein-I Chang; Lingyun Wu; Xuepeng Li; Jintao Zhang; Wenguang Li (Remote. Sens., 2018)

Structure Tensor-Based Algorithm for Hyperspectral and Panchromatic Images Fusion. - Jiahui Qu; Jie Lei 001; Yunsong Li 001; Wenqian Dong; Zhiyong Zeng; Dunyu Chen (Remote. Sens., 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)

Discriminative Feature Learning With Distance Constrained Stacked Sparse Autoencoder for Hyperspectral Target Detection. - Yanzi Shi; Jie Lei 001; Yaping Yin; Kailang Cao; Yunsong Li 001; Chein-I Chang (IEEE Geosci. Remote. Sens. Lett., 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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)