Cross-covariance regularized autoencoders for nonredundant sparse feature representation. - Jie Chen 035; ZhongCheng Wu; Jun Zhang 034; Fang Li; Wenjing Li 005; Ziheng Wu (Neurocomputing, 2018)

Driver identification based on hidden feature extraction by using adaptive nonnegativity-constrained autoencoder. - Jie Chen 035; ZhongCheng Wu; Jun Zhang 034 (Appl. Soft Comput., 2019)

Mutual information-based dropout: Learning deep relevant feature representation architectures. - Jie Chen 035; ZhongCheng Wu; Jun Zhang 034 (Neurocomputing, 2019)

A Deep Learning Framework for Driving Behavior Identification on In-Vehicle CAN-BUS Sensor Data. - Jun Zhang 034; ZhongCheng Wu; Fang Li; Chengjun Xie; Tingting Ren; Jie Chen 035; Liu Liu 012 (Sensors, 2019)

Driving Safety Risk Prediction Using Cost-Sensitive With Nonnegativity-Constrained Autoencoders Based on Imbalanced Naturalistic Driving Data. - Jie Chen 035; ZhongCheng Wu; Jun Zhang 034 (IEEE Trans. Intell. Transp. Syst., 2019)

Feasibility Study on Hyperspectral LiDAR for Ancient Huizhou-Style Architecture Preservation. - Hui Shao; Yuwei Chen; Zhirong Yang; Changhui Jiang; Wei Li 095; Haohao Wu; Shaowei Wang; Fan Yang; Jie Chen 035; Eetu Puttonen; Juha Hyyppä (Remote. Sens., 2020)

The Recognition Framework of Deep Kernel Learning for Enclosed Remote Sensing Objects. - Long Sun; Jie Chen 035; Dazheng Feng; Mengdao Xing (IEEE Access, 2021)

Lightweight Channel Attention and Multiscale Feature Fusion Discrimination for Remote Sensing Scene Classification. - Huiyao Wan; Jie Chen 035; Zhixiang Huang; Yun Feng; Zheng Zhou; Xiaoping Liu; Baidong Yao; Tao Xu (IEEE Access, 2021)

Parallel Ensemble Deep Learning for Real-Time Remote Sensing Video Multi-Target Detection. - Long Sun; Jie Chen 035; Dazheng Feng; Mengdao Xing (Remote. Sens., 2021)

Fine-Grained Detection of Driver Distraction Based on Neural Architecture Search. - Jie Chen 035; Yanan Jiang; Zhixiang Huang; Xiaohui Guo; Bocai Wu; Long Sun; Tao Wu (IEEE Trans. Intell. Transp. Syst., 2021)

A Lightweight Position-Enhanced Anchor-Free Algorithm for SAR Ship Detection. - Yun Feng; Jie Chen 035; Zhixiang Huang; Huiyao Wan; Runfan Xia; Bocai Wu; Long Sun; Mengdao Xing (Remote. Sens., 2022)

CRTransSar: A Visual Transformer Based on Contextual Joint Representation Learning for SAR Ship Detection. - Runfan Xia; Jie Chen 035; Zhixiang Huang; Huiyao Wan; Bocai Wu; Long Sun; Baidong Yao; Haibing Xiang; Mengdao Xing (Remote. Sens., 2022)

Feasibility Study of Wood-Leaf Separation Based on Hyperspectral LiDAR Technology in Indoor Circumstances. - Hui Shao; Zheng Cao; Wei Li 095; Yuwei Chen; Changhui Jiang; Juha Hyyppä; Jie Chen 035; Long Sun (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

AFSar: An Anchor-Free SAR Target Detection Algorithm Based on Multiscale Enhancement Representation Learning. - Huiyao Wan; Jie Chen 035; Zhixiang Huang; Runfan Xia; Bocai Wu; Long Sun; Baidong Yao; Xiaoping Liu; Mengdao Xing (IEEE Trans. Geosci. Remote. Sens., 2022)

FSODS: A Lightweight Metalearning Method for Few-Shot Object Detection on SAR Images. - Zheng Zhou; Jie Chen 035; Zhixiang Huang; Huiyao Wan; Pei Chang; Zhao Li; Baidong Yao; Bocai Wu; Long Sun; Mengdao Xing (IEEE Trans. Geosci. Remote. Sens., 2022)

A New Unsupervised Deep Learning Algorithm for Fine-Grained Detection of Driver Distraction. - Bing Li; Jie Chen 035; Zhixiang Huang; Haitao Wang; Jianming Lv; Jingmin Xi; Jun Zhang 034; Zhongcheng Wu (IEEE Trans. Intell. Transp. Syst., 2022)

SARNas: A Hardware-Aware SAR Target Detection Algorithm via Multi-Objective Neural Architecture Search. - Wentian Du; Jie Chen 035; Zhixiang Huang (IGARSS, 2023)

SARNas: A Hardware-Aware SAR Target Detection Algorithm via Multiobjective Neural Architecture Search. - Wentian Du; Jie Chen 035; Chaochen Zhang; Po Zhao; Huiyao Wan; Zheng Zhou; Yice Cao; Zhixiang Huang; Yingsong Li 001; Bocai Wu (IEEE Trans. Geosci. Remote. Sens., 2023)

Orientation Detector for Ship Targets in SAR Images Based on Semantic Flow Feature Alignment and Gaussian Label Matching. - Huiyao Wan; Jie Chen 035; Zhixiang Huang; Wentian Du; Feng Xu 001; Feng Wang 022; Bocai Wu (IEEE Trans. Geosci. Remote. Sens., 2023)

HRLE-SARDet: A Lightweight SAR Target Detection Algorithm Based on Hybrid Representation Learning Enhancement. - Zheng Zhou; Jie Chen 035; Zhixiang Huang; Jianming Lv; Jiaxing Song; Honglin Luo; Bocai Wu; Yingsong Li 001; Paulo S. R. Diniz (IEEE Trans. Geosci. Remote. Sens., 2023)

An Anchor-Free Detection Algorithm for SAR Ship Targets with Deep Saliency Representation. - Jianming Lv; Jie Chen 035; Zhixiang Huang; Huiyao Wan; Chunyan Zhou; Daoyuan Wang; Bocai Wu; Long Sun (Remote. Sens., 2023)

FPT: Fine-Grained Detection of Driver Distraction Based on the Feature Pyramid Vision Transformer. - Haitao Wang; Jie Chen 035; Zhixiang Huang; Bing Li; Jianming Lv; Jingmin Xi; Bocai Wu; Jun Zhang 034; Zhongcheng Wu (IEEE Trans. Intell. Transp. Syst., 2023)

Anomaly-Based Ship Detection Using SP Feature-Space Learning with False-Alarm Control in Sea-Surface SAR Images. - Xueli Pan; Nana Li; Lixia Yang; Zhixiang Huang; Jie Chen 035; Zhenhua Wu; Guoqing Zheng (Remote. Sens., 2023)

Remote Sensing Image Segmentation Using Vision Mamba and Multi-Scale Multi-Frequency Feature Fusion. - Yice Cao; Chenchen Liu; Zhenhua Wu; Wenxin Yao; Liu Xiong; Jie Chen 035; Zhixiang Huang (CoRR, 2024)

SARGap: A Full-Link General Decoupling Automatic Pruning Algorithm for Deep Learning-Based SAR Target Detectors. - Jingqian Yu; Jie Chen 035; Huiyao Wan; Zheng Zhou; Yice Cao; Zhixiang Huang; Yingsong Li 001; Bocai Wu; Baidong Yao (IEEE Trans. Geosci. Remote. Sens., 2024)

Unsupervised Domain-Adaptive SAR Ship Detection Based on Cross-Domain Feature Interaction and Data Contribution Balance. - Yanrui Yang; Jie Chen 035; Long Sun; Zheng Zhou; Zhixiang Huang; Bocai Wu (Remote. Sens., 2024)

VFL3D: A Single-Stage Fine-Grained Lightweight Point Cloud 3D Object Detection Algorithm Based on Voxels. - Bing Li; Jie Chen 035; Xinde Li; Rui Xu; Qian Li; Yice Cao; Jun Wu; Lei Qu; Yingsong Li 001; Paulo S. R. Diniz (IEEE Trans. Intell. Transp. Syst., 2024)

An automatic pruning method for SAR target detection based on multitask reinforcement learning. - Huiyao Wan; Jie Chen 035; Pazilat Nurmamat; Hong-Cheng Zeng 001; Wei Yang 004; Tao Xu; Bocai Wu; Jie Chen 009; Zhixiang Huang; Paulo S. R. Diniz (Int. J. Appl. Earth Obs. Geoinformation, 2025)

An Interpretable SAR Image Filtering Algorithm. - Pazilat Nurmamat; Huiyao Wan; Jie Chen 035; Zhongling Huang; Lixia Yang; Minquan Li; Wei Yang 004; Hong-cheng Zeng 001; Jie Chen 009; Paulo S. R. Diniz (IEEE Trans. Geosci. Remote. Sens., 2025)

Cross-Domain PolSAR Image Classification Using Complex-Valued Few-Shot Learning Network. - Yice Cao; Zhenhua Wu; Jie Chen 035; Zhixiang Huang; Lixia Yang (IEEE Trans. Aerosp. Electron. Syst., 2025)