Vertical Federated Learning: Challenges, Methodologies and Experiments

Vertical Federated Learning: Challenges, Methodologies and Experiments

9 February 2022

Jun Li

Ming Ding

Thilina Ranbaduge

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Papers citing "Vertical Federated Learning: Challenges, Methodologies and Experiments"

14 / 14 papers shown

Title
Event-Driven Online Vertical Federated Learning Ganyu Wang Boyu Wang Bin Gu Charles Ling 14 1 0 17 Jun 2025
Towards Active Participant Centric Vertical Federated Learning: Some Representations May Be All You Need Jon Irureta Jon Imaz Aizea Lojo Javier Fernandez-Marques Marco González Iñigo Perona FedML 136 1 0 20 Feb 2025
Contrastive Federated Learning with Tabular Data Silos Achmad Ginanjar Xue Li Wen Hua Jiaming Pei FedML 164 3 0 17 Feb 2025
Unlearning Clients, Features and Samples in Vertical Federated Learning Ayush K. Varshney Konstantinos Vandikas V. Torra MU 83 1 0 23 Jan 2025
Privacy-Preserving Financial Anomaly Detection via Federated Learning & Multi-Party Computation Sunpreet S. Arora Andrew Beams Panagiotis Chatzigiannis Sebastian Meiser Karan Patel ... Harshal Shah Yizhen Wang Yuhang Wu Hao Yang Mahdi Zamani FedML 46 4 0 06 Oct 2023
Fairness and Privacy-Preserving in Federated Learning: A Survey Taki Hasan Rafi Faiza Anan Noor Tahmid Hussain Dong-Kyu Chae FedML 108 50 0 14 Jun 2023
Efficient Vertical Federated Learning with Secure Aggregation Xinchi Qiu Heng Pan Wanru Zhao Chenyang Ma Pedro Porto Buarque de Gusmão Nicholas D. Lane FedML 48 3 0 18 May 2023
FedVS: Straggler-Resilient and Privacy-Preserving Vertical Federated Learning for Split Models Songze Li Duanyi Yao Jin Liu FedML 115 30 0 26 Apr 2023
Topology-aware Federated Learning in Edge Computing: A Comprehensive Survey Jiajun Wu Steve Drew Fan Dong Zhuangdi Zhu Jiayu Zhou FedML 122 52 0 06 Feb 2023
A Survey on Over-the-Air Computation Alphan Șahin Rui Yang 99 84 0 20 Oct 2022
Vertical Federated Linear Contextual Bandits Zeyu Cao Zhipeng Liang Shu Zhen Zhang Hang Li Ouyang Wen Yu Rong P. Zhao Bing Wu FedML 64 1 0 20 Oct 2022
Towards Federated Learning against Noisy Labels via Local Self-Regularization Xue Jiang Sheng Sun Yuwei Wang Min Liu 77 39 0 25 Aug 2022
Cross-Silo Federated Learning: Challenges and Opportunities Chao Huang Jianwei Huang Xin Liu FedML 86 62 0 26 Jun 2022
OpenFL: An open-source framework for Federated Learning G. A. Reina Alexey Gruzdev Patrick Foley O. Perepelkina Mansi Sharma ... Sarthak Pati Prakash Narayana Moorthy Shih-Han Wang Prashant Shah Spyridon Bakas FedML AIFin 109 112 0 13 May 2021