{"total":19,"rows":[{"id":"2211.12814","title":"Vertical Federated Learning: Concepts, Advances and Challenges","created":"2022-11-23","cited_by_count":108,"area":null},{"id":"2304.01829","title":"A Survey on Vertical Federated Learning: From a Layered Perspective","created":"2023-04-04","cited_by_count":30,"area":null},{"id":"2212.00622","title":"Vertical Federated Learning: A Structured Literature Review","created":"2022-12-01","cited_by_count":17,"area":null},{"id":"2405.17495","title":"Vertical Federated Learning for Effectiveness, Security, Applicability: A Survey","created":"2024-05-25","cited_by_count":14,"area":null},{"id":"2303.16270","title":"Communication-Efficient Vertical Federated Learning with Limited Overlapping Samples","created":"2023-03-28","cited_by_count":13,"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":"2403.01387","title":"A Comprehensive Survey of Federated Transfer Learning: Challenges, Methods and Applications","created":"2024-03-03","cited_by_count":8,"area":null},{"id":"2410.17986","title":"Federated Transformer: Multi-Party Vertical Federated Learning on Practical Fuzzily Linked Data","created":"2024-10-23","cited_by_count":8,"area":null},{"id":"2307.02040","title":"VertiBench: Advancing Feature Distribution Diversity in Vertical Federated Learning Benchmarks","created":"2023-07-05","cited_by_count":6,"area":null},{"id":"2502.08160","title":"Vertical Federated Learning in Practice: The Good, the Bad, and the Ugly","created":"2025-02-12","cited_by_count":4,"area":null},{"id":"2303.13727","title":"A Survey on Secure and Private Federated Learning Using Blockchain: Theory and Application in Resource-constrained Computing","created":"2023-03-24","cited_by_count":3,"area":null},{"id":"2307.02140","title":"Towards Open Federated Learning Platforms: Survey and Vision from Technical and Legal Perspectives","created":"2023-07-05","cited_by_count":3,"area":null},{"id":"2403.03871","title":"Decoupled Vertical Federated Learning for Practical Training on Vertically Partitioned Data","created":"2024-03-06","cited_by_count":1,"area":null},{"id":"2404.17990","title":"TabVFL: Improving Latent Representation in Vertical Federated Learning","created":"2024-04-27","cited_by_count":1,"area":null},{"id":"2602.20593","title":"Is the Trigger Essential? A Feature-Based Triggerless Backdoor Attack in Vertical Federated Learning","created":"2026-02-24","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":"2505.16635","title":"WikiDBGraph: A Data Management Benchmark Suite for Collaborative Learning over Database Silos","created":"2025-05-22","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}],"next_cursor":null}