Publications

中文列表

2026

An improved LSS bird’s eye view generation algorithm for urban traffic scenarios

Yanqing Huang; Junwei Zhou; Qi Chen; Ziyang Xiong; Yi Han; Yi Zhong

Industrial Robot, 1-12(在线发表)

CODIC: Distributed Image Compression with Distortion-Perception Co-Optimization

Guojun Xu; Cheng Tan; Jianwen Xiang; Junwei Zhou

IEEE Transactions on Multimedia, Early Access,待正式卷期页码

Distributed Image Compression with Multimodal Side Information at Extremely Low Bitrates

Guojun Xu; Mingyang ZHANG; Jianwen Xiang; Cheng Tan; Yanchao Yang; Junwei Zhou

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2026), accepted; proceedings pages pending

SHRD: A Scalable Scheme for Hierarchical File Sharing With Rank-Aware Dissemination

Shulan Wang; Jinghong Gan; Chenbin Zhao; Fuyi Wang; Junwei Zhou; H X Liu; Kaitai Liang

IEEE Transactions on Information Forensics and Security, 21:7032-7047

Generation of Hard SAT Instances and Its Application in Negative Databases for Privacy Enhancement

Dongdong Zhao; Pang Chen; Changtian Song; Jianwen Xiang; Junwei Zhou; Zebo Tang; Baogang Song

IEEE Transactions on Big Data, 12(2):643-660

2025

Oracle character recognition using universal inverted bottleneck and inverse image frequency

Junwei Zhou; Qingpeng Tu; Guojun Xu

International Journal on Document Analysis and Recognition, 28(4):609-622

RSTSIC: Reparameterized Swin Transformer Stereo Image Compression

Yuxuan Zhao; Junwei Zhou; Jiaxin Li; Cheng Tan; Jianwen Xiang

Proceedings of Machine Learning Research / ACML 2025, 304:766-781

AMDIC: Adaptive Multi-Granularity Joint Context Transfer for Distributed Image Coding

Benyi Zhang; Junwei Zhou; Yanchao Yang; Jianwen Xiang

Lecture Notes in Computer Science / PRCV 2025, 462-476

Asymmetric image encryption-hiding scheme based on reversible neural network

Min Liu; Guodong Ye; Junwei Zhou

Science China Technological Sciences, 68(9)

Credit Card Fraud Detection with Imbalanced Small Data Using TabTransformer and Cost-Sensitive Learning

Alimamy Alpha Conteh; Junwei Zhou

Communications in computer and information science, 35-50

Cross-Project Aging-Related Bug Prediction Based on Transfer Learning and Class Imbalance Learning

Bin Xu; Dongdong Zhao; Junwei Zhou; Wenzhi Xie; Kai Jia; Jing Tian; Jianwen Xiang

IEEE Transactions on Dependable and Secure Computing, 22(5):5549-5566

DDVC: Deep Distributed Video Coding Using Quality Enhancement Network

Junwei Zhou; Ye Zhuang; Xiangbo Yi; Weijian Zhang; Qiuzhen Lin; Jianwen Xiang

IEEE Transactions on Circuits and Systems for Video Technology, 35(10):10530-10543

DRLLog: Deep Reinforcement Learning for Online Log Anomaly Detection

Junwei Zhou; Yuyang Gao; Ying Zhu; Xiangtian Yu; Yanchao Yang; Cheng Tan; Jianwen Xiang

IEEE Transactions on Network and Service Management, 22(3):2382-2395

DVSTdetector: Dual-View Spatio-Temporal Representation Learning for Intrusion Detection in Industrial Control System

Xue-min Zhang; Qianrong Zheng; Rui Hao; Zhe Xia; Junwei Zhou; Jianwen Xiang

2025 IEEE 36th International Symposium on Software Reliability Engineering (ISSRE), 37-48

Fast Encrypted Image Classification Based on Approximate Matrix Multiplication Without Multiplying

Junwei Zhou; Kai Song; Botian Lei

Communications in computer and information science, 219-233

Jpeg stereo image lossy recompression with mutual information enhancement

Junwei Zhou; Benyi Zhang; Shengping Wu; Lei Zhou; Yanchao Yang; Jianwen Xiang

Multimedia Systems, 31(5)

LogDLR: Unsupervised Cross-System Log Anomaly Detection Through Domain-Invariant Latent Representation

Junwei Zhou; Shaowen Ying; Shulan Wang; Dongdong Zhao; Jianwen Xiang; Kaitai Liang; Peng Liu

IEEE Transactions on Dependable and Secure Computing, 22(4):4456-4471

Poster: GLog: Self-Evolving Log Anomaly Type Prediction via Instruction-Tuned LLM and Clustering

Junwei Zhou; Yuyang Gao; Cheng Tan; Yanchao Yang; Jianwen Xiang

2025 ACM SIGSAC Conference on Computer and Communications Security (CCS), 4791-4793

Poster: LogCADA: Cross-System Log Anomaly Detection based on Two-Stage Multi-Source Domain Adaptation

Junwei Zhou; Zhu Ying; L. Wang; Jianwen Xiang; Cheng Tan; Yanchao Yang

2025 ACM SIGSAC Conference on Computer and Communications Security (CCS), 4821-4823

Practical Lossless Recompression of JPEG Images Using Transform Domain Prediction

Long Chen; Wenhua Hu; Rui Hao; Junwei Zhou; Jianwen Xiang

2025 32nd Asia-Pacific Software Engineering Conference (APSEC), 623-633

2024

AEDD:Anomaly Edge Detection Defense for Visual Recognition in Autonomous Vehicle Systems

Lihao Wang; Junwei Zhou; Dongdong Zhao; Dongqing Liao; Mengjie Wang; Jianwen Xiang

2024 27th International Conference on Computer Supported Cooperative Work in Design (CSCWD), 1722-1727

Block-Feature Fusion for Privacy-Protected Iris Recognition

Wiraj Udara Wickramaarachchi; Junwei Zhou; Dongdong Zhao; Jianwen Xiang

2024 IEEE 23rd International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), 2133-2141

CIDF:Combined Intrusion Detection Framework in Industrial Control Systems based on Packet Signature and Enhanced FSFDP

Jianwen Xiang; Xue-min Zhang; Qianrong Zheng; Longmin Deng; Dongdong Zhao; Junwei Zhou

Proceedings of the 15th Asia-Pacific Symposium on Internetware, 417-426

Evolutionary Optimization with a Simplified Helper Task for High-Dimensional Expensive Multiobjective Problems

Xunfeng Wu; Qiuzhen Lin; Junwei Zhou; Songbai Liu; Carlos A. Coello Coello; Victor C. M. Leung

ACM Transactions on Evolutionary Learning and Optimization, 4(4):1-32

Learning-Based Directional Improvement Prediction for Dynamic Multiobjective Optimization

Yulong Ye; Songbai Liu; Junwei Zhou; Qiuzhen Lin; Min Jiang; Kay Chen Tan

IEEE Transactions on Evolutionary Computation, 29(4):948-962

Lightweight Autoencoder for Efficient Image Compression

Junwei Zhou; Qiao Huang; Xiang Tian; Lei Zhou; Yanchao Yang; Jianwen Xiang

SSRN Electronic Journal

Lightweight Autoencoder with Hierarchical Priors for Learned Image Compression

Junwei Zhou; Qiao Huang; Xiang Tian; Lei Zhou; Yanchao Yang; Jianwen Xiang

2024 IEEE International Conference on High Performance Computing and Communications (HPCC), 24-33

Pattern-Driven Privacy: Columnar Binary Transformation for Robust Iris Recognition

Wiraj Udara Wickramaarachchi; Dongdong Zhao; Junwei Zhou; Jianwen Xiang

2024 International Research Conference on Smart Computing and Systems Engineering (SCSE), 1-8

Neural Net-Enhanced Competitive Swarm Optimizer for Large-Scale Multiobjective Optimization

Lingjie Li; Yongfeng Li; Qiuzhen Lin; Songbai Liu; Junwei Zhou; Zhong Ming; Carlos A. Coello Coello

IEEE Transactions on Cybernetics, 54(6):3502-3515

2023

A New Dataset for Intrusion Detection in Industrial Control System: A Gas Pipeline Testbed Study

Longmin Deng; Xuemin Zhang; Qianrong Zheng; Dongdong Zhao; Junwei Zhou; Jianwen Xiang

2023 IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA), 887-892

An effective iris biometric privacy protection scheme with renewability

Wiraj Udara Wickramaarachchi; Dongdong Zhao; Junwei Zhou; Jianwen Xiang

Journal of Information Security and Applications, 80:103684-103684

Deep Wyner-Ziv Decoding Using Auxiliary Hierarchical Features

Junwei Zhou; Xiangbo Yi

Journal of Physics Conference Series, 2522(1):012016-012016

Improving effort-aware defect prediction by directly learning to rank software modules

Xiao Yu; Jiqing Rao; Lei Liu; Guancheng Lin; Wenhua Hu; Jacky Keung; Junwei Zhou; Jianwen Xiang

Information and Software Technology, 165:107250-107250

2022

AugLog: System Log Anomaly Detection Based on Contrastive Learning and Data Augmentation

Junwei Zhou; Yijia Qian

2022 5th International Conference on Data Science and Information Technology (DSIT), 1-7

CBSDI: Cross-Architecture Binary Code Similarity Detection based on Index Table

Longmin Deng; Dongdong Zhao; Junwei Zhou; Zhe Xia; Jianwen Xiang

2022 IEEE 22nd International Conference on Software Quality, Reliability and Security (QRS), 527-536

DeepSyslog: Deep Anomaly Detection on Syslog Using Sentence Embedding and Metadata

Junwei Zhou; Yijia Qian; Qingtian Zou; Peng Liu; Jianwen Xiang

IEEE Transactions on Information Forensics and Security, 17:3051-3061

End-to-end Distributed Video Coding

Junwei Zhou; Ting Lv; Xiangbo Yi

2022 Data Compression Conference (DCC), 496-496

Face Template Protection Through Incremental Learning and Error-Correcting Codes

Junwei Zhou; Li Nie; Delong Shang; Xiangbo Yi

2022 7th International Conference on Signal and Image Processing (ICSIP), 30:637-644

Fast Multi-label Tumor Classification Based on Homomorphic Encryption

Junwei Zhou; Huile Lang; Botian Lei

2022 7th International Conference on Cloud Computing and Internet of Things (CCIOT), 1-7

Homomorphic multi-label classification of virus strains

Junwei Zhou; Botian Lei; Huile Lang

2022 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW), 289-294

Secure genotype imputation using homomorphic encryption

Junwei Zhou; Botian Lei; Huile Lang; Emmanouil Panaousis; Kaitai Liang; Jianwen Xiang

Journal of Information Security and Applications, 72:103386-103386

2021

A Cross-Project Aging-Related Bug Prediction Approach Based on Joint Probability Domain Adaptation and k-means SMOTE

Dimeng Li; Mengting Liang; Bin Xu; Xiao Yu; Junwei Zhou; Jianwen Xiang

2021 IEEE 21st International Conference on Software Quality, Reliability and Security Companion (QRS-C), 350-358

Accurate and Robust Stereo Direct Visual Odometry for Agricultural Environment

Yu Tao; Junwei Zhou; Liangliang Wang; Shengwu Xiong

2021 IEEE International Conference on Robotics and Automation (ICRA), 2480-2486

Face alignment using two-stage cascaded pose regression and mirror error correction

Ziye Tong; Junwei Zhou

Pattern Recognition, 115:107866-107866

Face Anti-Spoofing Based on Dynamic Color Texture Analysis Using Local Directional Number Pattern

Junwei Zhou; Ke Shu; Peng Liu; Jianwen Xiang; Shengwu Xiong

2020 25th International Conference on Pattern Recognition (ICPR), 4221-4228

Face Template Protection through Residual Learning Based Error-Correcting Codes

Junwei Zhou; Delong Shang; Huile Lang; Guodong Ye; Zhe Xia

2021 4th International Conference on Control and Computer Vision (ICCCV), 112-118

Learning to rank software modules for effort-aware defect prediction

Jiqing Rao; Yu Xiao; Chen Zhang; Junwei Zhou; Jianwen Xiang

2021 IEEE 21st International Conference on Software Quality, Reliability and Security Companion (QRS-C), 372-380

2020

Cross-Project Aging-Related Bug Prediction Based on Joint Distribution Adaptation and Improved Subclass Discriminant Analysis

Bin Xu; Dongdong Zhao; Kai Jia; Junwei Zhou; Jing Tian; Jianwen Xiang

2020 IEEE 31st International Symposium on Software Reliability Engineering (ISSRE), 325-334

Deep Binarized Convolutional Neural Network Inferences over Encrypted Data

Junwei Zhou; Junjiong Li; Emmanouil Panaousis; Kaitai Liang

2020 7th IEEE International Conference on Cyber Security and Cloud Computing (CSCloud), 160-167

Domain Adaptation Based Person-Specific Face Anti-spoofing Using Color Texture Features

Junwei Zhou; Ke Shu; Dongdong Zhao; Zhe Xia

2020 5th International Conference on Machine Learning and Applications (ICMLA), 79-85

Improved Metric Learning Algorithm for Person Re-Identification Based on Asymmetric Metric

Wenbi Rao; Menghan Xu; Junwei Zhou

2020 IEEE International Conference on Artificial Intelligence and Computer Applications (ICAICA), 212-216

Modified Decoding Metric Of Distributed Arithmetic Coding

Yanchao Yang; Mingwei Qi; Junwei Zhou; L.M. Cheng

2020 IEEE International Conference on Image Processing (ICIP), 1108-1112

2019

Distributed Arithmetic Coding for Memory Sources

Junwei Zhou; Mingwei Qi; Yanchao Yang; Shengwu Xiong

2019 International Conference on Image, Video and Signal Processing (IVSP), 128-132

Distributed video coding using interval overlapped arithmetic coding

Junwei Zhou; Yincheng Fu; Yanchao Yang; Anthony T. S. Ho

Signal Processing Image Communication, 76:118-124

Multi-Channel Embedding Convolutional Neural Network Model for Arabic Sentiment Classification

Abdelghani Dahou; Shengwu Xiong; Junwei Zhou; Mohamed Abd Elaziz

ACM Transactions on Asian and Low-Resource Language Information Processing, 18(4):1-23

Robust Facial Landmark Localization Based on Two-Stage Cascaded Pose Regression

Ziye Tong; Junwei Zhou; Yanchao Yang; L.M. Cheng

Proceedings of the AAAI Conference on Artificial Intelligence, 33(01):10055-10056

2018

Abnormal driving behavior detection for bus based on the Bayesian classifier

Xinrong Wu; Junwei Zhou; Jinghe An; Yanchao Yang

2018 10th International Conference on Advanced Computational Intelligence (ICACI), 266-272

Face template protection using deep LDPC codes learning

Lingying Chen; Guanghui Zhao; Junwei Zhou; Anthony T. S. Ho; L.M. Cheng

IET Biometrics, 8(3):190-197

2017

A Modified Segmentation Approach for Overlapping Elliptical Objects with Various Sizes

Guanghui Zhao; Xingyan Zi; Kaitai Liang; Panyi Yun; Junwei Zhou

Lecture notes in computer science, 222-236

Image authentication using distributed arithmetic coding

Junwei Zhou; Fang Liu; L.M. Cheng

Multimedia Tools and Applications, 77(12):15505-15520

Real-Time Traffic Sign Classification Using Combined Convolutional Neural Networks

Lingying Chen; Guanghui Zhao; Junwei Zhou; Kuang Li

The 4th Asian Conference on Pattern Recognition, 1-6

Robust Facial Landmark Localization Using LBP Histogram Correlation Based Initialization

Yiyun Pan; Junwei Zhou; Yongsheng Gao; Jianwen Xiang; Shengwu Xiong; Yanchao Yang

2017 12th IEEE International Conference on Automatic Face & Gesture Recognition (FG), 619-625

Securing Outsourced Data in the Multi-Authority Cloud with Fine-Grained Access Control and Efficient Attribute Revocation

Junwei Zhou; Hui Fen Duan; Kaitai Liang; Qiao Yan; Fei Chen; F. Richard Yu; WU Jie-ming; Jianyong Chen

The Computer Journal, 60(8):1210-1222

2016

An Efficient File Hierarchy Attribute-Based Encryption Scheme in Cloud Computing

Shulan Wang; Junwei Zhou; Joseph K. Liu; Jianping Yu; Jianyong Chen; Weixin Xie

IEEE Transactions on Information Forensics and Security, 11(6):1265-1277

An Efficient Tool for Industrial Control System Security Analysis

Chuangming Xia; Jing Tian; Er‐Qing Li; Junwei Zhou; Jianwen Xiang; Jin Wang; Liang Bai; Yueying He

2016 IEEE DASC/PICom/DataCom/CyberSciTech, 424-427

Wave atom transform based image hashing using distributed source coding

Yanchao Yang; Junwei Zhou; Feipeng Duan; Fang Liu; L.M. Cheng

Journal of Information Security and Applications, 31:75-82

Word Embeddings and Convolutional Neural Network for Arabic Sentiment Classification

Abdelghani Dahou; Shengwu Xiong; Junwei Zhou; Mohamed Houcine Haddoud; Pengfei Duan

International Conference on Computational Linguistics, 2418-2427

2015

Distributed arithmetic coding with interval swapping

Junwei Zhou; Kwok‐Wo Wong; Yanchao Yang

Signal Processing, 116:29-37

Wave Atoms Based Image Authentication Using Slepian-Wolf Coding

Junwei Zhou; Fang Liu; Jianyong Chen; L.M. Cheng; Yanchao Yang; Pengfei Duan

DCIT, 1-6, 2:87-92

2014

A block chaotic image encryption scheme based on self-adaptive modelling

Guodong Ye; Junwei Zhou

Applied Soft Computing, 22:351-357

2012

Distributed source coding using chaos-based cryptosystem

Junwei Zhou; Kwok‐Wo Wong; Jianyong Chen

Communications in Nonlinear Science and Numerical Simulation, 17(12):5110-5116

2011

A Modified Chaos-Based Joint Compression and Encryption Scheme

Jianyong Chen; Junwei Zhou; Kwok‐Wo Wong

IEEE Transactions on Circuits & Systems II Express Briefs, 58(2):110-114

Chaos-based joint compression and encryption algorithm for generating variable length ciphertext

Oi-Yan Lui; Kwok‐Wo Wong; Jianyong Chen; Junwei Zhou

Applied Soft Computing, 12(1):125-132

Improvement of Security and Feasibility for Chaos-Based Multimedia Cryptosystem

Jianyong Chen; Junwei Zhou

Lecture notes in computer science, 604-618