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update NeurIPS 2024 info
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youngfish42 committed Dec 11, 2024
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Expand Up @@ -612,6 +612,9 @@ Federated Learning papers accepted by top ML(machine learning) conference and jo
| Federated Fine-tuning of Large Language Models under Heterogeneous Tasks and Client Resources | | NeurIPS | 2024 | [[PUB](https://openreview.net/forum?id=gkOzoHBXUw)] |
| Fine-Tuning Personalization in Federated Learning to Mitigate Adversarial Clients | | NeurIPS | 2024 | [[PUB](https://openreview.net/forum?id=WBLPlszJI5)] |
| Revisiting Ensembling in One-Shot Federated Learning | | NeurIPS | 2024 | [[PUB](https://openreview.net/forum?id=7rWTS2wuYX)] |
| FedLLM-Bench: Realistic Benchmarks for Federated Learning of Large Language Models | | NeurIPS | 2024 | [[PUB](https://openreview.net/forum?id=djGx0hucok)] |
| $\texttt{pfl-research}$: simulation framework for accelerating research in Private Federated Learning | | NeurIPS | 2024 | [[PUB](https://openreview.net/forum?id=I79q7wIRkS)] |
| FEDMEKI: A Benchmark for Scaling Medical Foundation Models via Federated Knowledge Injection | | NeurIPS | 2024 | [[PUB](https://openreview.net/forum?id=rovpCs3ZEO)] |
| Momentum Approximation in Asynchronous Private Federated Learning | | NeurIPS workshop | 2024 | [[PUB](https://openreview.net/forum?id=pEpjKicxFk)] |
| Cohort Squeeze: Beyond a Single Communication Round per Cohort in Cross-Device Federated Learning | | NeurIPS workshop | 2024 | [[PUB](https://openreview.net/forum?id=8TrYvsbw1f)] |
| Federated Learning with Generative Content | | NeurIPS workshop | 2024 | [[PUB](https://openreview.net/forum?id=hMbgXHjWrg)] |
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