Yang Liu - Concepedia

Author

Yang Liu

Tsinghua University ORCID

Also Known As

Guo, Chi, Liu Yang, Liu, Y. -Q., Liu, Yang, Vobornik, Ivana, Y. Liu, Y.-Q. Liu, Yang LIU, Yang Liu, Yang Veronica Liu

112

Publications

8.5K

Citations

H-Index

Concepts

All Affiliations

Tsinghua University Hong Kong University of Science and Technology Beijing Academy of Artificial Intelligence Shanghai Artificial Intelligence Laboratory Tsinghua–Berkeley Shenzhen Institute

About

Yang Liu is an author at Tsinghua University specializing in computer science, engineering, and federated learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	18	20	7.2K
2	Business	2	2	64
3	Health Sciences	1	1	44
4	Management	1	1	79
5	Applied Physics	1	1	16

Yang Liu

Publications

8.2K

Citations

H-Index

Page 1

	Year	Citations
Federated Machine Learning Qiang Yang, Yang Liu, Tianjian Chen, ACM Transactions on Intelligent Systems and Technology Artificial IntelligenceEngineeringMachine LearningData SciencePrivacy-preserving Techniques	2019	5.5K
A Secure Federated Transfer Learning Framework Yang Liu, Yan Kang, Chaoping Xing, IEEE Intelligent Systems	2020	592
SecureBoost: A Lossless Federated Learning Framework Kewei Cheng, Tao Fan, Yilun Jin, IEEE Intelligent Systems EngineeringMachine LearningPrivacy-preserving TechniquesInformation SecurityFederated Structure	2021	479
Vertical Federated Learning: Concepts, Advances, and Challenges Yang Liu, Yan Kang, Tianyuan Zou, IEEE Transactions on Knowledge and Data Engineering Artificial IntelligenceEngineeringMachine LearningInformation SecurityFederated Structure	2024	258
SecureBoost: A Lossless Federated Learning Framework Kewei Cheng, Tao Fan, Yilun Jin, arXiv (Cornell University) EngineeringMachine LearningPrivacy-preserving TechniquesInformation SecurityFederated Structure	2019	178
FedPD: A Federated Learning Framework With Adaptivity to Non-IID Data Xinwei Zhang, Mingyi Hong, Sairaj V. Dhople, IEEE Transactions on Signal Processing	2021	158
GTG-Shapley: Efficient and Accurate Participant Contribution Evaluation in Federated Learning Zelei Liu, Yuanyuan Chen, Han Yu, ACM Transactions on Intelligent Systems and Technology Artificial IntelligenceModel ReconstructionsDecentralized Machine LearningMachine LearningData Science	2022	124
FedBCD: A Communication-Efficient Collaborative Learning Framework for Distributed Features Yang Liu, Xinwei Zhang, Yan Kang, IEEE Transactions on Signal Processing Artificial IntelligenceEngineeringMachine LearningInformation SecurityFederated Structure	2022	96
Contribution-Aware Federated Learning for Smart Healthcare Zelei Liu, Yuanyuan Chen, Yansong Zhao, Proceedings of the AAAI Conference on Artificial Intelligence Artificial IntelligenceEngineeringMachine LearningFederated StructureContribution-aware Federated Learning	2022	79
Towards efficient communications in federated learning: A contemporary survey Zihao Zhao, Yuzhu Mao, Yang Liu, Journal of the Franklin Institute EngineeringFederated LearningFederated StructureLearning AnalyticsComputer Science	2023	65

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