{"total":20,"rows":[{"id":"2211.12814","title":"Vertical Federated Learning: Concepts, Advances and Challenges","created":"2022-11-23","cited_by_count":108,"area":null},{"id":"2304.13407","title":"FedVS: Straggler-Resilient and Privacy-Preserving Vertical Federated Learning for Split Models","created":"2023-04-26","cited_by_count":17,"area":null},{"id":"2405.09839","title":"Advances in Robust Federated Learning: A Survey with Heterogeneity Considerations","created":"2024-05-16","cited_by_count":12,"area":null},{"id":"2302.01550","title":"Vertical Federated Learning: Taxonomies, Threats, and Prospects","created":"2023-02-03","cited_by_count":8,"area":null},{"id":"2310.09827","title":"VFLAIR: A Research Library and Benchmark for Vertical Federated Learning","created":"2023-10-15","cited_by_count":8,"area":null},{"id":"2303.18178","title":"Robust and IP-Protecting Vertical Federated Learning against Unexpected Quitting of Parties","created":"2023-03-28","cited_by_count":7,"area":null},{"id":"2312.11363","title":"Online Vertical Federated Learning for Cooperative Spectrum Sensing","created":"2023-12-18","cited_by_count":6,"area":null},{"id":"2404.10110","title":"Communication-Efficient Hybrid Federated Learning for E-health with Horizontal and Vertical Data Partitioning","created":"2024-04-15","cited_by_count":6,"area":null},{"id":"2406.14420","title":"Communication-efficient Vertical Federated Learning via Compressed Error Feedback","created":"2024-06-20","cited_by_count":3,"area":null},{"id":"2306.16077","title":"Secure and Fast Asynchronous Vertical Federated Learning via Cascaded Hybrid Optimization","created":"2023-06-28","cited_by_count":2,"area":null},{"id":"2312.16638","title":"Robust Collaborative Inference with Vertically Split Data Over Dynamic Device Environments","created":"2023-12-27","cited_by_count":2,"area":null},{"id":"2308.02362","title":"Flexible Differentially Private Vertical Federated Learning with Adaptive Feature Embeddings","created":"2023-07-26","cited_by_count":1,"area":null},{"id":"2312.01288","title":"Task-Oriented Edge Networks: Decentralized Learning Over Wireless Fronthaul","created":"2023-12-03","cited_by_count":1,"area":null},{"id":"2502.20565","title":"Communication-Efficient and Differentially Private Vertical Federated Learning with Zeroth-Order Optimization","created":"2025-02-27","cited_by_count":1,"area":null},{"id":"2504.03077","title":"Integrating Identity-Based Identification against Adaptive Adversaries in Federated Learning","created":"2025-04-03","cited_by_count":1,"area":null},{"id":"2505.11035","title":"Deep Latent Variable Model based Vertical Federated Learning with Flexible Alignment and Labeling Scenarios","created":"2025-05-16","cited_by_count":0,"area":null},{"id":"2505.21792","title":"Multimodal Federated Learning: A Survey through the Lens of Different FL Paradigms","created":"2025-05-27","cited_by_count":0,"area":null},{"id":"2507.22488","title":"Proto-EVFL: Enhanced Vertical Federated Learning via Dual Prototype with Extremely Unaligned Data","created":"2025-07-30","cited_by_count":0,"area":null},{"id":"2510.12494","title":"PubSub-VFL: Towards Efficient Two-Party Split Learning in Heterogeneous Environments via Publisher/Subscriber Architecture","created":"2025-10-14","cited_by_count":0,"area":null},{"id":"2605.09813","title":"Optimizing Server Placement for Vertical Federated Learning in Dynamic Edge/Fog Networks","created":"2026-05-10","cited_by_count":0,"area":null}],"next_cursor":null}