Chen, Tianjian

Federated Machine Learning: Concept and Applications

Yang, Q., Liu, Y., Chen, T., & Tong, Y. (2019) · ACM Transactions on Intelligent Systems and Technology

Privacy-Preserving Technologies in DataCryptography and Data Security

Cited by 6,322

SecureBoost: A Lossless Federated Learning Framework

Cheng, K., Fan, T., Jin, Y., Liu, Y., Chen, T., Papadopoulos, D., & Yang, Q. (2021) · IEEE Intelligent Systems

Privacy-Preserving Technologies in DataCryptography and Data Security

Cited by 669

SecureBoost: A Lossless Federated Learning Framework

Cheng, K., Fan, T., Jin, Y., Liu, Y., Chen, T., Papadopoulos, D., & Yang, Q. (2019) · arXiv

Privacy-Preserving Technologies in DataCryptography and Data Security

Cited by 668

A secure federated transfer learning framework

Liu, Y., Kang, Y., Xing, C., Chen, T., & Yang, Q. (2020) · IEEE Intelligent Systems

Privacy-Preserving Technologies in DataDomain Adaptation and Few-Shot Learning

Cited by 645

Secure Federated Transfer Learning

Liu, Y., Kang, Y., Xing, C., Chen, T., & Yang, Q. (2018) · arXiv

Privacy-Preserving Technologies in DataDomain Adaptation and Few-Shot Learning

Cited by 645

Federated Machine Learning: Concept and Applications

Yang, Q., Liu, Y., Chen, T., & Tong, Y. (2019) · arXiv

Privacy-Preserving Technologies in DataCryptography and Data Security

Cited by 600

FedVision: An Online Visual Object Detection Platform Powered by Federated Learning

Liu, Y., Huang, A., Luo, Y., Huang, H., Liu, Y., Chen, Y., Feng, L., Chen, T., Yu, H., & Yang, Q. (2020) · Proceedings of the AAAI Conference on Artificial Intelligence

Privacy-Preserving Technologies in DataAdvanced Neural Network Applications

Cited by 310

Federated Transfer Reinforcement Learning for Autonomous Driving

Liang, X., Liu, Y., Chen, T., Liu, M., & Yang, Q. (2019) · arXiv

Reinforcement Learning in RoboticsAutonomous Vehicle Technology and Safety

Cited by 131

A sustainable incentive scheme for federated learning

Yu, H., Liu, Z., Liu, Y., Chen, T., Cong, M., Weng, X., Niyato, D., & Yang, Q. (2020) · IEEE Intelligent Systems

Privacy-Preserving Technologies in DataBlockchain Technology Applications and Security

Cited by 123

Abnormal client behavior detection in federated learning

Li, S., Cheng, Y., Liu, Y., Wang, W., & Chen, T. (2019) · arXiv

Privacy-Preserving Technologies in DataAdversarial Robustness in Machine Learning

Cited by 122

Backdoor attacks and defenses in feature-partitioned collaborative learning

Liu, Y., Yi, Z., & Chen, T. (2020) · arXiv

Adversarial Robustness in Machine LearningPrivacy-Preserving Technologies in Data

Cited by 38