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ADD 3 fl papers in top-tier journal
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youngfish42 committed Dec 8, 2024
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Expand Up @@ -164,6 +164,9 @@ Papers of federated learning in Nature(and its sub-journals), Cell, Science(and

|Title | Affiliation | Venue | Year | Materials|
| ------------------------------------------------------------ | ----------- | --------------------- | ---- | ------------------------------------------------------------ |
|MatSwarm: trusted swarm transfer learning driven materials computation for secure big data sharing | USTB; NTU | Nat. Commun. | 2024 | [PUB](https://www.nature.com/articles/s41467-024-53431-x) [CODE](https://github.com/SICC-Group/MatSwarm) |
|Introducing edge intelligence to smart meters via federated split learning | HKU | Nat. Commun. | 2024 | [PUB](https://www.nature.com/articles/s41467-024-53352-9) [新闻](https://www.ces.org.cn/html/report/24110829-1.htm) |
|An international study presenting a federated learning AI platform for pediatric brain tumors | Stanford University | Nat. Commun. | 2024 | [PUB](https://www.nature.com/articles/s41467-024-51172-5) [CODE](https://github.com/edhlee/FLPedBrain) |
| PPML-Omics: A privacy-preserving federated machine learning method protects patients’ privacy in omic data | KAUST | Science Advances | 2024 | [[PUB](https://www.science.org/doi/10.1126/sciadv.adh8601)] [[CODE](https://github.com/JoshuaChou2018/PPML-Omics)] |
| Federated learning is not a cure-all for data ethics | TUM; UvA | Nat. Mach. Intell.(Comment) | 2024 | [[PUB](https://www.nature.com/articles/s42256-024-00813-x)] |
| Robustly federated learning model for identifying high-risk patients with postoperative gastric cancer recurrence | Jiangmen Central Hospital; Guilin University of Aerospace Technology; Guilin University of Electronic Technology; | Nat. Commun. | 2024 | [[PUB](https://www.nature.com/articles/s41467-024-44946-4)] [[CODE](https://github.com/baofengguat/RFLM-project/)] |
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