Journal: ACM TIST

Volume 13, Issue 4

0 -- 0Zhenghang Ren, Liu Yang, Kai Chen 0005. Improving Availability of Vertical Federated Learning: Relaxing Inference on Non-overlapping Data
0 -- 0Zelei Liu, Yuanyuan Chen, Han Yu 0001, Yang Liu 0165, LiZhen Cui. GTG-Shapley: Efficient and Accurate Participant Contribution Evaluation in Federated Learning
0 -- 0Yuanyishu Tian, Yao Wan, Lingjuan Lyu, Dezhong Yao 0002, Hai Jin 0001, Lichao Sun. FedBERT: When Federated Learning Meets Pre-training
0 -- 0Jun Zhou 0011, Longfei Zheng, Chaochao Chen 0001, Yan Wang 0002, Xiaolin Zheng, Bingzhe Wu, Cen Chen, Li Wang 0056, Jianwei Yin. Toward Scalable and Privacy-preserving Deep Neural Network via Algorithmic-Cryptographic Co-design
0 -- 0Rodolfo Stoffel Antunes, Cristiano André da Costa, Arne Küderle, Imrana Abdullahi Yari, Björn M. Eskofier. Federated Learning for Healthcare: Systematic Review and Architecture Proposal
0 -- 0Zhiwei Liu, Liangwei Yang, Ziwei Fan, Hao Peng, Philip S. Yu. Federated Social Recommendation with Graph Neural Network
0 -- 0Meng Jiang 0001, Taeho Jung, Ryan Karl, Tong Zhao 0003. Federated Dynamic Graph Neural Networks with Secure Aggregation for Video-based Distributed Surveillance
0 -- 0Yan Kang, Yang Liu 0165, Xinle Liang. FedCVT: Semi-supervised Vertical Federated Learning with Cross-view Training
0 -- 0Sixu Hu, Yuan Li, Xu Liu 0014, Qinbin Li, Zhaomin Wu, Bingsheng He. The OARF Benchmark Suite: Characterization and Implications for Federated Learning Systems
0 -- 0Di Chai, Leye Wang, Kai Chen 0005, Qiang Yang 0001. Efficient Federated Matrix Factorization Against Inference Attacks
0 -- 0Sicong Che, Zhaoming Kong, Hao Peng, Lichao Sun, Alex D. Leow, Yong Chen, Lifang He 0001. Federated Multi-view Learning for Private Medical Data Integration and Analysis
0 -- 0Yuzhu Mao, Zihao Zhao, Guangfeng Yan, Yang Liu, Tian Lan, Linqi Song, Wenbo Ding. Communication-Efficient Federated Learning with Adaptive Quantization
0 -- 0Qiang Yang 0001, Yongxin Tong, Yang Liu 0165, Yangqiu Song, Hao Peng, Boi Faltings. Introduction to the Special Issue on the Federated Learning: Algorithms, Systems, and Applications: Part 1
0 -- 0Hanchi Ren, Jingjing Deng 0001, Xianghua Xie. GRNN: Generative Regression Neural Network - A Data Leakage Attack for Federated Learning
0 -- 0Chuhan Wu, Fangzhao Wu, Lingjuan Lyu, Yongfeng Huang 0001, Xing Xie 0001. FedCTR: Federated Native Ad CTR Prediction with Cross-platform User Behavior Data
0 -- 0Xu Guo 0002, Han Yu 0001, Boyang Li 0001, Hao Wang 0005, Pengwei Xing, Siwei Feng, Zaiqing Nie, Chunyan Miao. Federated Learning for Personalized Humor Recognition
0 -- 0Ziheng Hu, Hongtao Xie, Lingyun Yu, Xingyu Gao, Zhihua Shang, Yongdong Zhang 0001. Dynamic-Aware Federated Learning for Face Forgery Video Detection