Distributed and Deep Vertical Federated Learning with Big Data

Distributed and Deep Vertical Federated Learning with Big Data

8 March 2023

Papers citing "Distributed and Deep Vertical Federated Learning with Big Data"

14 / 14 papers shown

Title
SGDPO: Self-Guided Direct Preference Optimization for Language Model Alignment Wenqiao Zhu Ji Liu Lulu Wang Jun Wu Yulun Zhang 78 0 0 18 May 2025
Accelerated Federated Learning with Decoupled Adaptive Optimization Jiayin Jin Jiaxiang Ren Yang Zhou Lingjuan Lyu Ji Liu Dejing Dou AI4CE FedML 60 52 0 14 Jul 2022
Large-scale Knowledge Distillation with Elastic Heterogeneous Computing Resources Ji Liu Daxiang Dong Xi Wang An Qin Xingjian Li P. Valduriez Dejing Dou Dianhai Yu 55 6 0 14 Jul 2022
FedDUAP: Federated Learning with Dynamic Update and Adaptive Pruning Using Shared Data on the Server Hong Zhang Ji Liu Juncheng Jia Yang Zhou H. Dai Dejing Dou FedML 48 45 0 25 Apr 2022
Data Placement for Multi-Tenant Data Federation on the Cloud Ji Liu L. Mo Sijia Yang Jingbo Zhou Shilei Ji Haoyi Xiong Dejing Dou FedML 31 7 0 15 Dec 2021
From Distributed Machine Learning to Federated Learning: A Survey Ji Liu Jizhou Huang Yang Zhou Xuhong Li Shilei Ji Haoyi Xiong Dejing Dou FedML OOD 94 253 0 29 Apr 2021
Interpretable Deep Learning: Interpretation, Interpretability, Trustworthiness, and Beyond Xuhong Li Haoyi Xiong Xingjian Li Xuanyu Wu Xiao Zhang Ji Liu Jiang Bian Dejing Dou AAML FaML XAI HAI 59 332 0 19 Mar 2021
Federated Doubly Stochastic Kernel Learning for Vertically Partitioned Data Bin Gu Zhiyuan Dang Xiang Li Heng-Chiao Huang FedML 40 67 0 14 Aug 2020
Cloud-based Federated Boosting for Mobile Crowdsensing Zhuzhu Wang Yilong Yang Yang Liu Ximeng Liu B. Gupta Jianfeng Ma FedML 31 13 0 09 May 2020
Multi-Participant Multi-Class Vertical Federated Learning Siwei Feng Han Yu FedML 64 89 0 30 Jan 2020
FedVision: An Online Visual Object Detection Platform Powered by Federated Learning Yang Liu Anbu Huang Yu Luo He Huang Youzhi Liu Yuanyuan Chen Lican Feng Tianjian Chen Hang Yu Qiang Yang FedML 155 301 0 17 Jan 2020
Advances and Open Problems in Federated Learning Peter Kairouz H. B. McMahan Brendan Avent A. Bellet M. Bennis ... Zheng Xu Qiang Yang Felix X. Yu Han Yu Sen Zhao FedML AI4CE 234 6,252 0 10 Dec 2019
Federated Machine Learning: Concept and Applications Qiang Yang Yang Liu Tianjian Chen Yongxin Tong FedML 72 2,318 0 13 Feb 2019
GraphLab: A New Framework For Parallel Machine Learning Yucheng Low Joseph E. Gonzalez Aapo Kyrola Danny Bickson Carlos Guestrin J. M. Hellerstein 55 908 0 09 Aug 2014