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任雪斌

副教授博士生导师

学位：博士
所在单位：计算机科学与技术学院
电子邮箱：
办公地点：兴庆校区西一楼-713室
创新港校区4-6059室

论文成果

当前位置：中文主页 - 科学研究 - 论文成果

FedDSV: Shapley Value-Based Contribution Estimation in Federated Learning With Dynamic Participation , IEEE Transactions on Mobile Computing
Impact of Prior Knowledge and Data Correlation on the Privacy Leakage: A Unified Analysis , IEEE Transactions on Information Forensics and Security
Privacy-preserving Crowd-guided AI Decision-making in Ethical Dilemmas , ACM CIKM, 2019 , 0
Survey on Improving Data Utility in Differentially Private Sequential Data Publishing , IEEE Transactions on Big Data
Locally Private High-dimensional Crowdsourced Data Release based on Copula Functions , IEEE Transactions on Services Computing , 15 ( 2 ) : 778-792
On Privacy Protection of Latent Dirichlet Allocation Model Training , International Joint Conference on Artificial Intelligence , 0 : 4860-4866
PCFed: Privacy-Enhanced and Communication-Efficient Federated Learning for Industrial IoTs , IEEE Transactions on Industrial Informatics , 18 ( 9 ) : 6181-6191
Local Differential Privacy for data collection and analysis , Neurocomputing ( 426 ) : 114-133
FedGen: Personalized federated learning with data generation for enhanced model customization and class imbalance , Future Generation Computer Systems , 164 : 107595
杨树森任雪斌.赵方圆,徐宗本.Review of Mathematical Optimization in Federated Learning , CSIAM TRANSACTIONS ON APPLIED MATHEMATICS , 6 ( 2 ) : 207-249

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