Yang, Laurence T.

A survey on deep learning for big data

Zhang, Q., Yang, L. T., Chen, Z., & Li, P. (2018) · Information Fusion

Big Data Technologies and ApplicationsNeural Networks and Applications

Cited by 1,226

Data Mining for Internet of Things: A Survey

Tsai, C.-W., Lai, C.-F., Chiang, M.-C., & Yang, L. T. (2014) · IEEE Communications Surveys & Tutorials

Internet of Things and AIIoT and Edge/Fog Computing

Cited by 620

A survey on data fusion in internet of things: Towards secure and privacy-preserving fusion

Ding, W., Jing, X., Yan, Z., & Yang, L. T. (2019) · Information Fusion

IoT and Edge/Fog ComputingInternet of Things and AI

Cited by 230

A Double Deep Q-Learning Model for Energy-Efficient Edge Scheduling

Zhang, Q., Lin, M., Yang, L. T., Chen, Z., Khan, S. U., & Li, P. (2019) · IEEE Transactions on Services Computing

IoT and Edge/Fog ComputingEnergy Efficiency in Computing

Cited by 158

Reconstructed Graph Neural Network With Knowledge Distillation for Lightweight Anomaly Detection

Zhou, X., Wu, J., Liang, W., Wang, K. I.-K., Yan, Z., Yang, L. T., & Jin, Q. (2024) · IEEE Transactions on Neural Networks and Learning Systems

Advanced Graph Neural NetworksNetwork Security and Intrusion Detection

Cited by 145

A survey on trust evaluation based on machine learning

Wang, J., Jing, X., Yan, Z., Fu, Y., Pedrycz, W., & Yang, L. T. (2021) · ACM Computing Surveys

Access Control and TrustUser Authentication and Security Systems

Cited by 136

Data fusion in cyber-physical-social systems: State-of-the-art and perspectives

Wang, P., Yang, L. T., Li, J., Chen, J., & Hu, S. (2019) · Information Fusion

Tensor decomposition and applicationsTarget Tracking and Data Fusion in Sensor Networks

Cited by 127

FusionFedBlock: Fusion of blockchain and federated learning to preserve privacy in industry 5.0

Singh, S. K., Yang, L. T., & Park, J. H. (2023) · Information Fusion

Blockchain Technology Applications and SecurityPrivacy-Preserving Technologies in Data

Cited by 115

Fully Reversible Privacy Region Protection for Cloud Video Surveillance

Ma, X., Yang, L. T., Xiang, Y., Zeng, W. K., Zou, D., & Jin, H. (2017) · IEEE Transactions on Cloud Computing

Video Coding and Compression TechnologiesChaos-based Image/Signal Encryption

Cited by 25

A User-centric Security Solution for Internet of Things and Edge Convergence

Puthal, D., Yang, L. T., Dustdar, S., Wen, Z., Jun, S., Moorsel, A. V., & Ranjan, R. (2020) · ACM Transactions on Cyber-Physical Systems

IoT and Edge/Fog ComputingAdvanced Authentication Protocols Security

Cited by 19