成果/Result
- A Multiple-Layer Representation Learning Model for Network-Based Attack Detection被引量：57收藏
- 作者：Zhang, Xueqin Chen, Jiahao Zhou, Yue Han, Liangxiu Lin, Jiajun
- 机构：East China Univ Sci & Technol;Manchester Metropolitan Univ
- 来源：IEEE ACCESS 2019
- 关键词：Network intrusion detection convolutional neural networks deep random forests representation learning
- Attention and boundary guided salient object detection被引量：40收藏
- 作者：Zhang, Qing Shi, Yanjiao Zhang, Xueqin
- 机构：Shanghai Inst Technol;East China Univ Sci & Technol
- 来源：PATTERN RECOGNITION 2020
- 关键词：Salient object detection Visual saliency Feature learning Fully convolutional neural network
- Adversarial Examples Detection for XSS Attacks Based on Generative Adversarial Networks被引量：37收藏
- 作者：Zhang, Xueqin Zhou, Yue Pei, Songwen Zhuge, Jingjing Chen, Jiahao
- 机构：East China Univ Sci & Technol;Univ Shanghai Sci & Technol
- 来源：IEEE ACCESS 2020
- 关键词：Network intrusion detection generative adversarial network Monte Carlo tree convolutional neural networks
- Online multi-object tracking with pedestrian re-identification and occlusion processing被引量：30收藏
- 作者：Zhang, Xueqin Wang, Xiaoxiao Gu, Chunhua
- 机构：East China Univ Sci & Technol
- 来源：VISUAL COMPUTER 2021
- 关键词：Multi-object tracking Tracking-by-detection Pedestrian re-identification Data association
- Detection of Android Malware Based on Deep Forest and Feature Enhancement被引量：29收藏
- 作者：Zhang, Xueqin Wang, Jiyuan Xu, Jinyu Gu, Chunhua
- 机构：East China Univ Sci & Technol;Shanghai Key Lab Comp Software Evaluating & Testin;Hubei Univ Automot Technol
- 来源：IEEE ACCESS 2023
- 关键词：Android malware anomaly detection encrypted traffic feature enhancement deep forest
- Path planning of lunar robot based on dynamic adaptive ant colony algorithm and obstacle avoidance被引量：28收藏
- 作者：Zhu, Shinan Zhu, Weiyi Zhang, Xueqin Cao, Tao
- 机构：East China Univ Sci & Technol;Shanghai Aerosp Control Technol Inst
- 来源：INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS 2020
- 关键词：Lunar robot ant colony algorithm artificial potential field dynamic obstacle avoidance
- Dual Generative Adversarial Networks Based Unknown Encryption Ransomware Attack Detection被引量：24收藏
- 作者：Zhang, Xueqin Wang, Jiyuan Zhu, Shinan
- 机构：East China Univ Sci & Technol
- 来源：IEEE ACCESS 2022
- 关键词：Ransomware encrypted trafic anomaly detection GAN transfer learning
- Key node identification in social networks based on topological potential model被引量：16收藏
- 作者：Zhang, Xueqin Wang, Zhineng Liu, Gang Wang, Yan
- 机构：East China Univ Sci & Technol ECUST;Shanghai Key Lab Comp Software Testing & Evaluatin
- 来源：COMPUTER COMMUNICATIONS 2024
- 关键词：Social network Key node Information entropy Effective distance Topological potential model
- Deep-Forest-Based Encrypted Malicious Traffic Detection被引量：14收藏
- 作者：Zhang, Xueqin Zhao, Min Wang, Jiyuan Li, Shuang Zhou, Yue Zhu, Shinan
- 机构：East China Univ Sci & Technol;Fudan Univ;Shanghai Key Lab Comp Software Evaluating & Testi
- 来源：ELECTRONICS 2022
- 关键词：network intrusion detection encrypted malicious traffic SSL/TLS deep forest
- The whole slide breast histopathology image detection based on a fused model and heatmaps被引量：13收藏
- 作者：Zhang, Xueqin Liu, Chang Li, Tianren Zhou, Yunlan
- 机构：East China Univ Sci & Technol;Shanghai Jiao Tong Univ
- 来源：BIOMEDICAL SIGNAL PROCESSING AND CONTROL 2023
- 关键词：Breast cancer diagnosis Whole Slide Image DPN68 Swin-Transformer Heatmap SVM
- Residual attentive feature learning network for salient object detection被引量：13收藏
- 作者：Zhang, Qing Shi, Yanjiao Zhang, Xueqin Zhang, Liqian
- 机构：Shanghai Inst Technol;East China Univ Sci & Technol
- 来源：NEUROCOMPUTING 2022
- 关键词：Salient object detection Saliency detection Attention Residual learning Multi -level feature integration
- Graph attention automatic encoder based on contrastive learning for domain recognition of spatial transcriptomics被引量：12收藏
- 作者：Wang, Tianqi Zhu, Huitong Zhou, Yunlan Ding, Weihong Ding, Weichao Han, Liangxiu Zhang, Xueqin
- 机构：East China Univ Sci & Technol;Shanghai Jiao Tong Univ;Fudan Univ;Manchester Metropolitan Univ;Shanghai Key Lab Comp Software Evaluating & Testin
- 来源：COMMUNICATIONS BIOLOGY 2024
- Optimal linear combination of facial regions for improving identification performance被引量：11收藏
- 作者：Wong, Kin-Chung Lin, Wei-Yang Hu, Yu Hen Boston, Nigel Zhang, Xueqin
- 机构：Univ Wisconsin;Natl Chung Cheng Univ;E China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS 2007
- 关键词：face recognition Face Recognition Grand Challenge (FRGC) information fusion 3-D faces
- Boosting transferability of adversarial samples via saliency distribution and frequency domain enhancement被引量：6收藏
- 作者：Wang, Yixuan Hong, Wei Zhang, Xueqin Zhang, Qing Gu, Chunhua
- 机构：East China Univ Sci & Technol;Shanghai Key Lab Comp Software Evaluating & Testin;Shanghai Inst Technol
- 来源：KNOWLEDGE-BASED SYSTEMS 2024
- 关键词：Deep neural network Black-box attack Adversarial samples Transferability
- A review on multi-focus image fusion using deep learning被引量：4收藏
- 作者：Luo, Fei Zhao, Baojun Fuentes, Joel Zhang, Xueqin Ding, Weichao Gu, Chunhua Pino, Luis Rojas
- 机构：East China Univ Sci & Technol;Shanghai Dev Ctr Comp Software Technol;Univ Bio Bio;Univ San Sebastian
- 来源：NEUROCOMPUTING 2025
- 关键词：Image enhancement technique MFIF Deep learning Most-frequently-used datasets Statistics about evaluation metrics
- Attentive feature integration network for detecting salient objects in images被引量：3收藏
- 作者：Zhang, Qing Cui, Wenzhao Shi, Yanjiao Zhang, Xueqin Liu, Yunxiang
- 机构：Shanghai Inst Technol;East China Univ Sci & Technol
- 来源：NEUROCOMPUTING 2020
- 关键词：Salient object detection Saliency detection Channel-wise attention Deep supervision Multi-level feature integration
- The Location Privacy Preserving of Social Network Based on RCCAM Access Control被引量：2收藏
- 作者：Zhang, Xueqin Zhou, Qianru Gu, Chunhua Han, Liangxiu
- 机构：East China Univ Sci & Technol;Univ Shanghai Sci & Technol;Manchester Metropolitan Univ
- 来源：IETE TECHNICAL REVIEW 2018
- 关键词：Access control Location privacy Location sensitivity Privacy preservation Publishing strategy Social network
- WaveDiffUR: A Wavelet-Domain Diffusion Model for Ultraresolution in Remote Sensing被引量：1收藏
- 作者：Shi, Yue Han, Liangxiu Han, Lianghao Dancey, Darren Zhang, Xueqin
- 机构：Manchester Metropolitan Univ;Brunel Univ;East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING 2025
- 关键词：Diffusion model multiscale generative artifical intelligence (AI) remote sensing image super resolution (SR) stochastic differential equation (SDE) ultraresolution (UR) wavelet transformation Diffusion model multiscale generative artifical intelligence (AI) remote sensing image super resolution (SR) stochastic differential equation (SDE) ultraresolution (UR) wavelet transformation
- Source identification in social networks based on graph transformer被引量：1收藏
- 作者：Lu, Yisong Wei, Pengfei Li, Jinsheng Li, Qiong Zhang, Xueqin
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：CHAOS SOLITONS & FRACTALS 2025
- 关键词：Social networks Source identification Graph transformer Label propagation Imbalanced classification
- Co-embedding of nodes and attributes with hypergraph neural networks被引量：0收藏
- 作者：Li, Jinsheng Lu, Yisong Wang, Zhineng Wei, Pengfei Zhang, Xueqin
- 机构：East China Univ Sci & Technol
- 来源：NEUROCOMPUTING 2026
- 关键词：Attribute networks Network embedding Bipartite graphs Hypergraphs Hypergraph neural networks
- Macroscopic diffusion prediction in social networks based on spatio-temporal and trend features被引量：0收藏
- 作者：Zhang, Xueqin Lu, Yisong Liu, Gang Chen, Xiaowei
- 机构：East China Univ Sci & Technol;Shanghai Inst Technol
- 来源：COMPUTER COMMUNICATIONS 2025
- 关键词：Social network Macroscopic diffusion prediction Cascade graph Graph attention network Sparse matrix factorization
- DANST enables cell-type deconvolution in spatial transcriptomics using deep domain adversarial neural networks被引量：0收藏
- 作者：Zhang, Xueqin Wu, Zhichao Wang, Tianqi Zhou, Yunlan Ding, Weihong Zhu, Huitong Zhang, Qing
- 机构：East China Univ Sci & Technol;Shanghai Jiao Tong Univ;Fudan Univ;Shanghai Inst Technol
- 来源：COMMUNICATIONS BIOLOGY 2026
- Multi-focus image fusion based on multi-scale feature extraction and edge preservation techniques被引量：0收藏
- 作者：Zhao, Baojun Luo, Fei Pino, Luis Rojas Ding, Weichao Zhang, Xueqin
- 机构：East China Univ Sci & Technol;Shanghai Dev Ctr Comp Software Technol;Univ San Sebastian
- 来源：KNOWLEDGE-BASED SYSTEMS 2026
- 关键词：Multi-focus image fusion Unsupervised learning Multi-scale feature extraction Edge-preserving filtering Manifold theory
- Spatial domain recognition for multi-slice spatial transcriptomics based on self encoder adversarial training被引量：0收藏
- 作者：Zhang, Xueqin Peng, Xuemei Zhu, Huitong Ding, Weihong Zhou, Yunlan Wu, Zhichao
- 机构：East China Univ Sci & Technol;Fudan Univ;Shanghai Jiao Tong Univ
- 来源：BIOMEDICAL SIGNAL PROCESSING AND CONTROL 2026
- 关键词：Spatial transcriptomics Multi-slice integration Spatial clustering Adversarial autoencoder
