{"total":27,"rows":[{"id":"2310.05077","title":"FedFed: Feature Distillation against Data Heterogeneity in Federated Learning","created":"2023-10-08","cited_by_count":54,"area":"distill"},{"id":"2205.15308","title":"Parameter-Efficient and Student-Friendly Knowledge Distillation","created":"2022-05-28","cited_by_count":47,"area":"distill"},{"id":"2211.04742","title":"Knowledge Distillation for Federated Learning: a Practical Guide","created":"2022-11-09","cited_by_count":31,"area":"distill"},{"id":"2404.14061","title":"FedTAD: Topology-aware Data-free Knowledge Distillation for Subgraph Federated Learning","created":"2024-04-22","cited_by_count":27,"area":"distill"},{"id":"2308.04268","title":"Teacher-Student Architecture for Knowledge Distillation: A Survey","created":"2023-08-08","cited_by_count":26,"area":"distill"},{"id":"2301.08968","title":"The Best of Both Worlds: Accurate Global and Personalized Models through Federated Learning with Data-Free Hyper-Knowledge Distillation","created":"2023-01-21","cited_by_count":25,"area":"distill"},{"id":"2305.18413","title":"Learning to Learn from APIs: Black-Box Data-Free Meta-Learning","created":"2023-05-28","cited_by_count":18,"area":"distill"},{"id":"2303.07113","title":"FedACK: Federated Adversarial Contrastive Knowledge Distillation for Cross-Lingual and Cross-Model Social Bot Detection","created":"2023-03-10","cited_by_count":12,"area":"distill"},{"id":"2404.14827","title":"Sentence-Level or Token-Level? A Comprehensive Study on Knowledge Distillation","created":"2024-04-23","cited_by_count":12,"area":"distill"},{"id":"2406.10861","title":"Knowledge Distillation in Federated Learning: a Survey on Long Lasting Challenges and New Solutions","created":"2024-06-16","cited_by_count":9,"area":"distill"},{"id":"2404.09326","title":"Weight Copy and Low-Rank Adaptation for Few-Shot Distillation of Vision Transformers","created":"2024-04-14","cited_by_count":6,"area":"distill"},{"id":"2311.16584","title":"FedAL: Black-Box Federated Knowledge Distillation Enabled by Adversarial Learning","created":"2023-11-28","cited_by_count":5,"area":"distill"},{"id":"2507.04119","title":"When Data-Free Knowledge Distillation Meets Non-Transferable Teacher: Escaping Out-of-Distribution Trap is All You Need","created":"2025-07-05","cited_by_count":5,"area":"distill"},{"id":"2507.10348","title":"Feature Distillation is the Better Choice for Model-Heterogeneous Federated Learning","created":"2025-07-14","cited_by_count":5,"area":"distill"},{"id":"2409.06955","title":"Privacy-Preserving Federated Learning with Consistency via Knowledge Distillation Using Conditional Generator","created":"2024-09-11","cited_by_count":2,"area":"distill"},{"id":"2409.19912","title":"HYDRA-FL: Hybrid Knowledge Distillation for Robust and Accurate Federated Learning","created":"2024-09-30","cited_by_count":2,"area":"distill"},{"id":"2504.04081","title":"Corrected with the Latest Version: Make Robust Asynchronous Federated Learning Possible","created":"2025-04-05","cited_by_count":2,"area":"distill"},{"id":"2603.20296","title":"Collaborative Adaptive Curriculum for Progressive Knowledge Distillation","created":"2026-03-19","cited_by_count":2,"area":"distill"},{"id":"2312.17029","title":"FedSDD: Scalable and Diversity-enhanced Distillation for Model Aggregation in Federated Learning","created":"2023-12-28","cited_by_count":1,"area":"distill"},{"id":"2503.11151","title":"Enabling Weak Client Participation via On-device Knowledge Distillation in Heterogeneous Federated Learning","created":"2025-03-14","cited_by_count":1,"area":"distill"},{"id":"2506.20431","title":"Tackling Data Heterogeneity in Federated Learning through Knowledge Distillation with Inequitable Aggregation","created":"2025-06-25","cited_by_count":1,"area":"distill"},{"id":"2310.02549","title":"Heterogeneous Federated Learning Using Knowledge Codistillation","created":"2023-10-04","cited_by_count":0,"area":"distill"},{"id":"2409.05359","title":"FedBrain-Distill: Communication-Efficient Federated Brain Tumor Classification Using Ensemble Knowledge Distillation on Non-IID Data","created":"2024-09-09","cited_by_count":0,"area":"distill"},{"id":"2504.00540","title":"Adversarial Curriculum Graph-Free Knowledge Distillation for Graph Neural Networks","created":"2025-04-01","cited_by_count":0,"area":"distill"},{"id":"2511.00655","title":"Reviving Stale Updates: Data-Free Knowledge Distillation for Asynchronous Federated Learning","created":"2025-11-01","cited_by_count":0,"area":"distill"},{"id":"2605.21322","title":"Optimized Federated Knowledge Distillation with Distributed Neural Architecture Search","created":"2026-05-20","cited_by_count":0,"area":"distill"},{"id":"2609.01952","title":"Convergence Theory of Knowledge Distillation in Asynchronous P2P Gossip Learning Network","created":"2026-09-01","cited_by_count":0,"area":"distill"}],"next_cursor":null}