From 492ecd5ded53e91de8ef4f8b86a6c118f9e80972 Mon Sep 17 00:00:00 2001 From: YoungFish Date: Sun, 8 Dec 2024 22:43:14 +0800 Subject: [PATCH] ADD 3 fl papers in top-tier journal --- README.md | 3 +++ 1 file changed, 3 insertions(+) diff --git a/README.md b/README.md index 30128a9..7a01112 100644 --- a/README.md +++ b/README.md @@ -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/)] |