Towards Communication-efficient Vertical Federated Learning Training via
Cache-enabled Local Updates

Towards Communication-efficient Vertical Federated Learning Training via Cache-enabled Local Updates

29 July 2022

Jiawei Jiang

Papers citing "Towards Communication-efficient Vertical Federated Learning Training via Cache-enabled Local Updates"

18 / 18 papers shown

Title
Forgetting Any Data at Any Time: A Theoretically Certified Unlearning Framework for Vertical Federated Learning Linian Wang Leye Wang MU 39 1 0 24 Feb 2025
Vertical Federated Learning for Effectiveness, Security, Applicability: A Survey Mang Ye Wei Shen Bo Du E. Snezhko Vassili Kovalev PongChi Yuen FedML 72 3 0 25 May 2024
A Survey on Contribution Evaluation in Vertical Federated Learning Yue Cui Chung-ju Huang Yuzhu Zhang Leye Wang Lixin Fan Xiaofang Zhou Qiang Yang FedML 36 5 0 03 May 2024
TablePuppet: A Generic Framework for Relational Federated Learning Lijie Xu Chulin Xie Yiran Guo Gustavo Alonso Bo-wen Li Guoliang Li Wei Wang Wentao Wu Ce Zhang FedML 33 0 0 23 Mar 2024
VFLAIR: A Research Library and Benchmark for Vertical Federated Learning Tianyuan Zou Zixuan Gu Yuanqin He Hideaki Takahashi Yang Janet Liu Ya-Qin Zhang FedML 35 5 0 15 Oct 2023
A Survey for Federated Learning Evaluations: Goals and Measures Di Chai Leye Wang Liu Yang Junxue Zhang Kai Chen Qian Yang ELM FedML 17 21 0 23 Aug 2023
VertiBench: Advancing Feature Distribution Diversity in Vertical Federated Learning Benchmarks Zhaomin Wu Junyi Hou Bin He FedML 51 5 0 05 Jul 2023
OSDP: Optimal Sharded Data Parallel for Distributed Deep Learning Youhe Jiang Fangcheng Fu Xupeng Miao Xiaonan Nie Bin Cui 24 11 0 17 May 2023
FlexMoE: Scaling Large-scale Sparse Pre-trained Model Training via Dynamic Device Placement Xiaonan Nie Xupeng Miao Zilong Wang Zichao Yang Jilong Xue Lingxiao Ma Gang-Ming Cao Bin Cui MoE 32 44 0 08 Apr 2023
Angel-PTM: A Scalable and Economical Large-scale Pre-training System in Tencent Xiaonan Nie Yi Liu Fangcheng Fu J. Xue Dian Jiao Xupeng Miao Yangyu Tao Bin Cui MoE 24 16 0 06 Mar 2023
Vertical Federated Knowledge Transfer via Representation Distillation for Healthcare Collaboration Networks Chung-ju Huang Leye Wang Xiao Han FedML 17 24 0 11 Feb 2023
Vertical Federated Learning: A Structured Literature Review Afsana Khan M. T. Thij A. Wilbik FedML 50 10 0 01 Dec 2022
Vertical Federated Learning: Concepts, Advances and Challenges Yang Liu Yan Kang Tianyuan Zou Yanhong Pu Yuanqin He Xiaozhou Ye Ye Ouyang Yaqin Zhang Qian Yang FedML 57 161 0 23 Nov 2022
Flexible Vertical Federated Learning with Heterogeneous Parties Timothy Castiglia Shiqiang Wang S. Patterson FedML 22 34 0 26 Aug 2022
Improving Privacy-Preserving Vertical Federated Learning by Efficient Communication with ADMM Chulin Xie Pin-Yu Chen Qinbin Li Arash Nourian Ce Zhang Bo Li FedML 27 16 0 20 Jul 2022
AsySQN: Faster Vertical Federated Learning Algorithms with Better Computation Resource Utilization Qingsong Zhang Bin Gu Cheng Deng Songxiang Gu Liefeng Bo J. Pei Heng-Chiao Huang FedML 95 28 0 26 Sep 2021
Explore User Neighborhood for Real-time E-commerce Recommendation Xu Xie Fei Sun Xiaoyong Yang Zhao Yang Jinyang Gao Wenwu Ou Bin Cui 19 19 0 28 Feb 2021
Label Leakage and Protection in Two-party Split Learning Oscar Li Jiankai Sun Xin Yang Weihao Gao Hongyi Zhang Junyuan Xie Virginia Smith Chong-Jun Wang FedML 124 139 0 17 Feb 2021