Human activity recognition based on time series analysis using U-Net. - Yong Zhang 025; Yu Zhang; Zhao Zhang 023; Jie Bao; Yunpeng Song (CoRR, 2018)

Human Activity Recognition Based on Motion Sensor Using U-Net. - Yong Zhang 025; Zhao Zhang 023; Yu Zhang; Jie Bao; Yifan Zhang; Haiqin Deng (IEEE Access, 2019)

A scalable network intrusion detection system towards detecting, discovering, and learning unknown attacks. - Zhao Zhang 023; Yong Zhang 025; Da Guo; Mei Song (Int. J. Mach. Learn. Cybern., 2021)

Evaluation of data poisoning attacks on federated learning-based network intrusion detection system. - Yuemeng Zhang; Yong Zhang 025; Zhao Zhang 023; Haonan Bai; Tianyi Zhong; Mei Song (HPCC/DSS/SmartCity/DependSys, 2022)

Interpretability Evaluation of Botnet Detection Model based on Graph Neural Network. - Xiaolin Zhu; Yong Zhang 025; Zhao Zhang 023; Da Guo; Qi Li; Zhao Li (INFOCOM Workshops, 2022)

Adaptive Spatial-Temporal Convolution Network for Traffic Forecasting. - Zhao Li; Yong Zhang 025; Zhao Zhang 023; Xing Wang; Lin Zhu (KSEM (2), 2022)

Unknown network attack detection based on open-set recognition and active learning in drone network. - Zhao Zhang 023; Yong Zhang 025; Jie Niu; Da Guo (Trans. Emerg. Telecommun. Technol., 2022)

SecFedNIDS: Robust defense for poisoning attack against federated learning-based network intrusion detection system. - Zhao Zhang 023; Yong Zhang 025; Da Guo; Lei Yao; Zhao Li (Future Gener. Comput. Syst., 2022)

Large-scale cellular traffic prediction based on graph convolutional networks with transfer learning. - Xu Zhou; Yong Zhang 025; Zhao Li; Xing Wang; Juan Zhao 009; Zhao Zhang 023 (Neural Comput. Appl., 2022)

Sanitation Dataset. - Yong Zhang 025; Zhao Zhang 023; Yu Zhang; Haiqin Deng (IEEE DataPort, 2022)

CSDnet:Causal Inference Aided Handover Parameter Adjusting Effect Estimation in Cellular Networks. - Xiaolei Hua; Qi Li; Zhao Zhang 023; Xinwen Fan; Lin Zhu; Renkai Yu; Yongqing Zhou; Yuemeng Zhang; Junlan Feng; Chao Deng; Xiangyang Yuan (ICC, 2023)

A Manifold Consistency Interpolation Method of Poisoning Attacks Against Semi-Supervised Model. - Xinlei Wang; Xiaojuan Wang; Mingshu He; Min Zhang 022; Zhao Zhang 023 (IEEE Trans. Inf. Forensics Secur., 2023)

Communication-efficient federated continual learning for distributed learning system with Non-IID data. - Zhao Zhang 023; Yong Zhang 025; Da Guo; Shuang Zhao; Xiaolin Zhu (Sci. China Inf. Sci., 2023)

Casual inference-enabled graph neural networks for generalized fault diagnosis in industrial IoT system. - Zhao Zhang 023; Qi Li; Shenbo Liu; Zhigang Zhang; Wei Chen; Lijun Tang (Inf. Sci., 2025)

JCCMTM: Joint channel-independent and channel-dependent strategy for masked multivariate time-series modeling. - Qi Li; Zhenyu Zhang; Yong Zhang 025; Zhao Zhang 023; Lin Zhu; Xiaolei Hua; Renkai Yu; Xinwen Fan; Zhe Lei; Junlan Feng (Neural Networks, 2025)

ASTKD-PCB-LDD: high-performance PCB defect detection model with align soft-target knowledge distillation and lightweight network design. - Zhelun Hu; Zhao Zhang 023; Shenbo Liu; Dongxue Zhao; Longhao Zheng; Lijun Tang (J. Supercomput., 2025)