Application of Chaos in Network Video Security. - Zhenxin Zhang; Jigang Tong; Zengqiang Chen 001; W. H. Ip; Ching-Yuen Chan; Kai-Leung Yung (ICICA (LNCS), 2010)

Triangular-prism-based algorithm on urban flood inundation simulation by employing dichotomy numerical solution. - Zhifeng Li; Lixin Wu; Zhenxin Zhang; Zhihua Xu; Zhi Wang 009 (IGARSS, 2013)

A Three-Step Approach for TLS Point Cloud Classification. - Zhuqiang Li; Liqiang Zhang 001; Xiaohua Tong; Bo Du 001; Yuebin Wang; Liang Zhang 023; Zhenxin Zhang; Hao Liu; Jie Mei 004; Xiaoyue Xing; P. Takis Mathiopoulos (IEEE Trans. Geosci. Remote. Sens., 2016)

A Three-Layered Graph-Based Learning Approach for Remote Sensing Image Retrieval. - Yuebin Wang; Liqiang Zhang 001; Xiaohua Tong; Liang Zhang 023; Zhenxin Zhang; Hao Liu; Xiaoyue Xing; P. Takis Mathiopoulos (IEEE Trans. Geosci. Remote. Sens., 2016)

Discriminative-Dictionary-Learning-Based Multilevel Point-Cluster Features for ALS Point-Cloud Classification. - Zhenxin Zhang; Liqiang Zhang 001; Xiaohua Tong; Bo Guo; Liang Zhang 023; Xiaoyue Xing (IEEE Trans. Geosci. Remote. Sens., 2016)

A Multilevel Point-Cluster-Based Discriminative Feature for ALS Point Cloud Classification. - Zhenxin Zhang; Liqiang Zhang 001; Xiaohua Tong; P. Takis Mathiopoulos; Bo Guo; Xianfeng Huang; Zhen Wang 032; Yuebin Wang (IEEE Trans. Geosci. Remote. Sens., 2016)

Classification of Urban Point Clouds: A Robust Supervised Approach With Automatically Generating Training Data. - Zhuqiang Li; Liqiang Zhang 001; Ruofei Zhong; Tian Fang; Liang Zhang 023; Zhenxin Zhang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Reflectance Reference for Intra-Frame Coding of Surveillance Video. - Dong Liu 002; Zhenxin Zhang; Fangdong Chen; Houqiang Li; Feng Wu 001 (PCM (1), 2018)

Urban Land Use and Land Cover Classification Using Novel Deep Learning Models Based on High Spatial Resolution Satellite Imagery. - Pengbin Zhang; Yinghai Ke; Zhenxin Zhang; Mingli Wang 005; Peng Li; Shuangyue Zhang (Sensors, 2018)

Multilevel Building Detection Framework in Remote Sensing Images Based on Convolutional Neural Networks. - Yibo Liu; Zhenxin Zhang; Ruofei Zhong; Dong Chen 009; Yinghai Ke; Jiju Peethambaran; Chuqun Chen; Lan Sun (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Joint Discriminative Dictionary and Classifier Learning for ALS Point Cloud Classification. - Zhenxin Zhang; Liqiang Zhang 001; Yumin Tan; Liang Zhang 023; Fangyu Liu 001; Ruofei Zhong (IEEE Trans. Geosci. Remote. Sens., 2018)

An Image-Based Hierarchical Deep Learning Framework for Coal and Gangue Detection. - Dongjun Li; Zhenxin Zhang; Zhihua Xu; Lili Xu; Guoying Meng; Zhen Li 022; Siyun Chen (IEEE Access, 2019)

Optimization of Line Extraction Based on an Affine Camera Model. - Qiang Wang 017; Yongsheng Zhang; Yanyan Li; Zhenxin Zhang; Tiejun Cui; Lei Yan (IEEE Access, 2019)

Multiscale Sparse Features Embedded 4-Points Congruent Sets for Global Registration of TLS Point Clouds. - Zhihua Xu; Ershuai Xu; Zhenxin Zhang; Lixin Wu (IEEE Geosci. Remote. Sens. Lett., 2019)

3-D Deep Feature Construction for Mobile Laser Scanning Point Cloud Registration. - Zhenxin Zhang; Lan Sun; Ruofei Zhong; Dong Chen 009; Zhihua Xu; Cheng Wang 016; Cheng-Zhi Qin 001; Haili Sun; Roujing Li (IEEE Geosci. Remote. Sens. Lett., 2019)

A Flexible Architecture for Extracting Metro Tunnel Cross Sections from Terrestrial Laser Scanning Point Clouds. - Zhen Cao; Dong Chen 009; Yufeng Shi; Zhenxin Zhang; Fengxiang Jin; Ting Yun; Sheng Xu 003; Zhizhong Kang; Liqiang Zhang 001 (Remote. Sens., 2019)

Analysis of the Spatiotemporal Variation in Land Subsidence on the Beijing Plain, China. - Lin Guo; Huili Gong; Feng Zhu; Lin Zhu; Zhenxin Zhang; Chaofan Zhou; Mingliang Gao 002; Yike Sun (Remote. Sens., 2019)

Point Set Multi-Level Aggregation Feature Extraction Based on Multi-Scale Max Pooling and LDA for Point Cloud Classification. - Guofeng Tong; Yong Li 028; Weilong Zhang; Dong Chen 009; Zhenxin Zhang; Jingchao Yang; Jianjun Zhang (Remote. Sens., 2019)

Content-Sensitive Multilevel Point Cluster Construction for ALS Point Cloud Classification. - Zongxia Xu; Zhenxin Zhang; Ruofei Zhong; Dong Chen 009; Taochun Sun; Xin Deng; Zhen Li 022; Cheng-Zhi Qin 001 (Remote. Sens., 2019)

3DMGNet: 3D Model Generation Network Based on Multi-Modal Data Constraints and Multi-Level Feature Fusion. - Ende Wang; Lei Xue; Yong Li 028; Zhenxin Zhang; Xukui Hou (Sensors, 2020)

Gray Adversarial Attack Algorithm based on Multi-Scale Grid Search. - Chunlong Fan; Jici Zhang; Cailong Li; Zhenxin Zhang; Yiping Teng; Jianzhong Qiao (TrustCom, 2021)

GACM: A Graph Attention Capsule Model for the Registration of TLS Point Clouds in the Urban Scene. - Jianjun Zou; Zhenxin Zhang; Dong Chen 009; Qinghua Li; Lan Sun; Ruofei Zhong; Liqiang Zhang 001; Jinghan Sha (Remote. Sens., 2021)

Tunnel Reconstruction With Block Level Precision by Combining Data-Driven Segmentation and Model-Driven Assembly. - Zhen Cao; Dong Chen 009; Jiju Peethambaran; Zhenxin Zhang; Shaobo Xia; Liqiang Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2021)

A Dense Feature Pyramid Network-Based Deep Learning Model for Road Marking Instance Segmentation Using MLS Point Clouds. - Siyun Chen; Zhenxin Zhang; Ruofei Zhong; Liqiang Zhang 001; Hao Ma; Lirong Liu (IEEE Trans. Geosci. Remote. Sens., 2021)

Hierarchical Aggregated Deep Features for ALS Point Cloud Classification. - Zhenxin Zhang; Lan Sun; Ruofei Zhong; Dong Chen 009; Liqiang Zhang 001; Xiaojuan Li 001; Qiang Wang 017; Siyun Chen (IEEE Trans. Geosci. Remote. Sens., 2021)

Dynamic Momentum for Deep Learning with Differential Privacy. - Guanbiao Lin; Hu Li; Yingying Zhang; Shiyu Peng; Yufeng Wang; Zhenxin Zhang; Jin Li (ML4CS (2), 2022)

Squeeze-Loss: A Utility-Free Defense Against Membership Inference Attacks. - Yingying Zhang; Hongyang Yan; Guanbiao Lin; Shiyu Peng; Zhenxin Zhang; Yufeng Wang (SocialSec, 2022)

A self-attention based global feature enhancing network for semantic segmentation of large-scale urban street-level point clouds. - Qi Chen; Zhenxin Zhang; Siyun Chen; Siyuan Wen; Hao Ma; Zhihua Xu (Int. J. Appl. Earth Obs. Geoinformation, 2022)

KD-GAN: An effective membership inference attacks defence framework. - Zhenxin Zhang; Guanbiao Lin; Lishan Ke; Shiyu Peng; Li Hu; Hongyang Yan (Int. J. Intell. Syst., 2022)

MFNet: Multi-Level Feature Extraction and Fusion Network for Large-Scale Point Cloud Classification. - Yong Li 028; Qi Lin; Zhenxin Zhang; Liqiang Zhang 001; Dong Chen 009; Feng Shuang 002 (Remote. Sens., 2022)

MSIDA-Net: Point Cloud Semantic Segmentation via Multi-Spatial Information and Dual Adaptive Blocks. - Feng Shuang 002; Pei Li; Yong Li 028; Zhenxin Zhang; Xu Li 025 (Remote. Sens., 2022)

A Robust and Effective Identification Method for Point-Distributed Coded Targets in Digital Close-Range Photogrammetry. - Qiang Wang 017; Yang Liu; Yuhan Guo 006; Shun Wang; Zhenxin Zhang; Ximin Cui; Hu Zhang 001 (Remote. Sens., 2022)

Deep Feature Migration for Real-Time Mapping of Urban Street Shading Coverage Index Based on Street-Level Panorama Images. - Ning Yue; Zhenxin Zhang; Shan Jiang; Siyun Chen (Remote. Sens., 2022)

HCRB-MSAN: Horizontally Connected Residual Blocks-Based Multiscale Attention Network for Semantic Segmentation of Buildings in HSR Remote Sensing Images. - Zhen Li 022; Zhenxin Zhang; Dong Chen 009; Liqiang Zhang 001; Lin Zhu; Qiang Wang 017; Siyun Chen; Xueli Peng (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

DenseKPNET: Dense Kernel Point Convolutional Neural Networks for Point Cloud Semantic Segmentation. - Yong Li 028; Xu Li 025; Zhenxin Zhang; Feng Shuang 002; Qi Lin; Jincheng Jiang (IEEE Trans. Geosci. Remote. Sens., 2022)

A Multiscale Deep Feature for the Instance Segmentation of Water Leakages in Tunnel Using MLS Point Cloud Intensity Images. - Shuang Liu; Haili Sun; Zhenxin Zhang; Yuqi Li; Ruofei Zhong; Jincheng Li; Siyun Chen (IEEE Trans. Geosci. Remote. Sens., 2022)

A Weakly Supervised Graph Deep Learning Framework for Point Cloud Registration. - Lan Sun; Zhenxin Zhang; Ruofei Zhong; Dong Chen 009; Liqiang Zhang 001; Lin Zhu; Qiang Wang 017; Guo Wang; Jianjun Zou; Yu Wang (IEEE Trans. Geosci. Remote. Sens., 2022)

JSMNet Improving Indoor Point Cloud Semantic and Instance Segmentation through Self-Attention and Multiscale. - Shuochen Xu; Zhenxin Zhang (CoRR, 2023)

Research on self-cross transformer model of point cloud change detecter. - Xiaoxu Ren; Haili Sun; Zhenxin Zhang (CoRR, 2023)

Defending Against Membership Inference Attacks With High Utility by GAN. - Li Hu; Jin Li 002; Guanbiao Lin; Shiyu Peng; Zhenxin Zhang; Yingying Zhang; Changyu Dong (IEEE Trans. Dependable Secur. Comput., 2023)

A Content-Adaptive Hierarchical Deep Learning Model for Detecting Arbitrary-Oriented Road Surface Elements Using MLS Point Clouds. - Siyun Chen; Zhenxin Zhang; Hao Ma; Liqiang Zhang 001; Ruofei Zhong (IEEE Trans. Geosci. Remote. Sens., 2023)

SFL-NET: Slight Filter Learning Network for Point Cloud Semantic Segmentation. - Xu Li 025; Zhenxin Zhang; Yong Li 028; Mingmin Huang; Jiaxin Zhang (IEEE Trans. Geosci. Remote. Sens., 2023)

MC-UNet: Martian Crater Segmentation at Semantic and Instance Levels Using U-Net-Based Convolutional Neural Network. - Dong Chen 009; Fan Hu; P. Takis Mathiopoulos; Zhenxin Zhang; Jiju Peethambaran (Remote. Sens., 2023)

3D LiDAR and multi-technology collaboration for preservation of built heritage in China: A review. - Yuan Li 010; Long Zhao; Yiping Chen; Na Zhang; Hongchao Fan; Zhenxin Zhang (Int. J. Appl. Earth Obs. Geoinformation, 2023)

P-Swin: Parallel Swin transformer multi-scale semantic segmentation network for land cover classification. - Di Wang; Ronghao Yang; Zhenxin Zhang; Hanhu Liu; Junxiang Tan; Shaoda Li; Xiaoxia Yang; Xiao Wang; Kangqi Tang; Yichun Qiao; Po Su (Comput. Geosci., 2023)

DMSC-Net: A deep Multi-Scale context network for 3D object detection of indoor point clouds. - Zhenxin Zhang; Dixiang Xu; P. Takis Mathiopoulos; Qiang Wang 017; Liqiang Zhang 001; Zhihua Xu; Jincheng Jiang; Zhen Li 022 (Int. J. Appl. Earth Obs. Geoinformation, 2023)

Temperature-Based Watermarking and Detection for Large Language Models. - Weitong Chen; Zhenxin Zhang; Huali Ren; Pei-Gen Ye; Zhengdao Li; Shanshan Huang (ICA3PP (1), 2024)

ColorMesh: Surface and texture reconstruction of large-scale scenes from unstructured colorful point clouds with adaptive automatic viewpoint selection. - Mubai Li; Zhenxin Zhang; Siyun Chen; Liqiang Zhang; Zhihua Xu; Xiaoxu Ren; Jinlan Liu; Peng Sun (Int. J. Appl. Earth Obs. Geoinformation, 2024)

Are You Copying My Prompt? Protecting the Copyright of Vision Prompt for VPaaS via Watermark. - Huali Ren; Anli Yan; Chong-zhi Gao; Hongyang Yan; Zhenxin Zhang; Jin Li 002 (CoRR, 2024)

SA-MVSNet: Self-attention-based multi-view stereo network for 3D reconstruction of images with weak texture. - Ronghao Yang; Wang Miao; Zhenxin Zhang; Zhenlong Liu; Mubai Li; Bin Lin (Eng. Appl. Artif. Intell., 2024)

A point contextual transformer network for point cloud completion. - Siyi Leng; Zhenxin Zhang; Liqiang Zhang (Expert Syst. Appl., 2024)

Pseudo unlearning via sample swapping with hash. - Lang Li; Xiaojun Ren; Hongyang Yan; Xiaozhang Liu; Zhenxin Zhang (Inf. Sci., 2024)

Optimizing resource allocation in UAV-assisted ultra-dense networks for enhanced performance and security. - Pei-Gen Ye; Jun Zheng; Xiaojun Ren; Jinbin Huang; Zhenxin Zhang; Yan Pang; Guang Kou (Inf. Sci., 2024)

Revealing the mobile sensing powers of semi-random and deterministic "drive-by" vehicle fleets. - Jincheng Jiang; Junjie Wang; Hongming Yao; Zhenxin Zhang; Zhihua Xu (Trans. GIS, 2024)

A Semi-Supervised Learning Framework Combining CNN and Multiscale Transformer for Traffic Sign Detection and Recognition. - Siyun Chen; Zhenxin Zhang; Liqiang Zhang 001; Rixing He; Zhen Li 022; Mengbing Xu; Hao Ma (IEEE Internet Things J., 2024)

Dual Fine-Grained network with frequency Transformer for change detection on remote sensing images. - Zhen Li 022; Zhenxin Zhang; Mengmeng Li; Liqiang Zhang 001; Xueli Peng; Rixing He; Leidong Shi (Int. J. Appl. Earth Obs. Geoinformation, 2025)

Novel UAV-based 3D reconstruction using dense LiDAR point cloud and imagery: A geometry-aware 3D gaussian splatting approach. - Kai Qin; Jing Li; Sisi Zlatanova; Haitao Wu; Yin Gao; Yuchen Li; Sizhe Shen; Xiangjun Qu; Zhiyuan Yang; Zhenxin Zhang; Banghui Yang; Shaoyi Wang (Int. J. Appl. Earth Obs. Geoinformation, 2025)

Finetune and Label Reversal: Privacy-preserving unlearning strategies for GAN models in cloud computing. - Lang Li; Pei-gen Ye; Zhengdao Li; Zuopeng Yang; Zhenxin Zhang (Comput. Stand. Interfaces, 2025)

Are you copying my prompt? Protecting the copyright of vision prompt for VPaaS via watermarking. - Huali Ren; Anli Yan; Lang Li; Zhenxin Zhang; Ning Li; Chong-zhi Gao (Comput. Stand. Interfaces, 2025)

Periodic watermarking for copyright protection of large language models in cloud computing security. - Pei-Gen Ye; Zhengdao Li; Zuopeng Yang; Pengyu Chen; Zhenxin Zhang; Ning Li; Jun Zheng (Comput. Stand. Interfaces, 2025)