ASFGNN: Automated separated-federated graph neural network

Longfei Zheng, Jun Zhou, Chaochao Chen, +3

Peer-to-Peer Networking and Applications

EngineeringGraph TheoryData ScienceNetwork AnalysisComputer Science +3

Vertically Federated Graph Neural Network for Privacy-Preserving Node Classification

Chaochao Chen, Jun Zhou, Longfei Zheng, +7

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence

Privacy ProtectionEngineeringMachine LearningInformation SecurityNetwork Analysis +17

Contrastive Proxy Kernel Stein Path Alignment for Cross-Domain Cold-Start Recommendation

Weiming Liu, Xiaolin Zheng, Jiajie Su, +3

IEEE Transactions on Knowledge and Data Engineering

Cross-domain Recommendation FrameworkMachine LearningData ScienceData MiningEngineering +13

Privacy-Preserving Graph Neural Network for Node Classification.

Jun Zhou, Chaochao Chen, Longfei Zheng, +4

arXiv (Cornell University)

Privacy ProtectionEngineeringPrivacy-preserving TechniquesMachine LearningInformation Security +17

Vertically Federated Graph Neural Network for Privacy-Preserving Node Classification

Chaochao Chen, Jun Zhou, Longfei Zheng, +7

arXiv (Cornell University)

Privacy ProtectionEngineeringMachine LearningInformation SecurityNetwork Analysis +17

Privacy Inference-Empowered Stealthy Backdoor Attack on Federated Learning under Non-IID Scenarios

Haochen Mei, Gaolei Li, Jun Wu, +1

Artificial IntelligencePrivacy ProtectionEngineeringMachine LearningInformation Security +18

Single snapshot multiple frequency modulated imaging of subsurface optical properties of turbid media with structured light

Min Xu, Zili Cao, Weihao Lin, +3

AIP Advances

EngineeringBiomedical EngineeringSpatial Frequency DomainTissue ImagingOptical Properties +17

Industrial Scale Privacy Preserving Deep Neural Network

Longfei Zheng, Chaochao Chen, Yingting Liu, +6

arXiv (Cornell University)

Fraud DetectionPrivacy ProtectionEngineeringMachine LearningData Science +13

Lung cancer diagnosis with quantitative DIC microscopy and a deep convolutional neural network

Longfei Zheng, Kangyuan Yu, Shuangshuang Cai, +3

Biomedical Optics Express

Privacy Preserving PCA for Multiparty Modeling

Yingting Liu, Chaochao Chen, Longfei Zheng, +3

arXiv (Cornell University)

Privacy ProtectionEngineeringInformation SecurityInformation ForensicsMachine Learning Models +16