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1
A federated graph learning method to multi-party collaboration for ...
https://sciety.org/articles/activity/10.21203/rs.3.rs-5546931/v1
3
Multi-party collaborative drug discovery via federated learning
https://www.sciencedirect.com/science/article/abs/pii/S0010482524002658
4
Federated learning for molecular discovery - ScienceDirect.com
https://www.sciencedirect.com/science/article/abs/pii/S0959440X23000192
5
A Federated Graph Learning Solution for Extended Enterprise ...
https://www.researchgate.net/publication/365115977_FedEE_A_Federated_Graph_Learning_Solution_for_Extended_Enterprise_Collaboration
6
Learning to Collaborate Over Graphs: A Selective Federated Multi ...
https://arxiv.org/abs/2506.10102
7
Federated learning of molecular properties with graph neural ...
https://pmc.ncbi.nlm.nih.gov/articles/PMC9214329/
8
An adaptive graph learning method for automated molecular ...
https://www.researchgate.net/publication/361499422_An_adaptive_graph_learning_method_for_automated_molecular_interactions_and_properties_predictions
10
A Novel Federated Learning Framework for Drug-Target Interaction ...
https://link.springer.com/chapter/10.1007/978-981-96-6963-9_7
11
A Federated Generative Framework for Graph-Structured Molecules ...
https://dl.acm.org/doi/10.1109/TCBB.2024.3349990
12
Federated learning of molecular properties with graph neural ...
https://www.cell.com/patterns/pdf/S2666-3899(22)00118-0.pdf
13
Collaborative weighting in federated graph neural networks for ...
https://www.nature.com/articles/s41598-024-72748-7
14
[PDF] Federated Graph Machine Learning: A Survey of Concepts ...
https://kdd.org/exploration_files/p32-Federated_Graph_Machine_Learning-CameraReady_.pdf
15
kMoL: an open-source machine and federated learning library for ...
https://jcheminf.biomedcentral.com/articles/10.1186/s13321-025-00967-9
16
Multi-party collaborative drug discovery via federated learning ...
https://dl.acm.org/doi/10.1016/j.compbiomed.2024.108181
17
Federated Learning in Chemical Engineering: A Tutorial on a ...
https://pubs.acs.org/doi/10.1021/acs.iecr.4c03805
18
[PDF] CoGNN: Towards Secure and Efficient Collaborative Graph Learning
https://eprint.iacr.org/2024/987.pdf
19
federated ensemble learning with graph neural networks for disease ...
https://academic.oup.com/bioinformatics/article/39/11/btad703/7439589
20
GraphGANFed: A Federated Generative Framework for Graph ...
https://www.computer.org/csdl/journal/tb/2024/02/10381739/1TsS5wak6nm
21
A review of federated learning technology and its research progress ...
https://link.springer.com/article/10.1007/s10489-025-06627-7
22
Federated Learning: Navigating the Landscape of Collaborative ...
https://www.mdpi.com/2079-9292/13/23/4744
23
Collaborative Intelligence: Implementing Federated Learning ...
https://www.linkedin.com/pulse/collaborative-intelligence-implementing-federated-andre-ktthe
25
MELLODDY: Cross-pharma Federated Learning at Unprecedented ...
https://pubs.acs.org/doi/10.1021/acs.jcim.3c00799
26
kMoL, a Machine Learning Library for AI Drug Discovery With ...
https://www.businesswire.com/news/home/20220208005049/en/kMoL-a-Machine-Learning-Library-for-AI-Drug-Discovery-With-Federated-Learning-Capabilities
29
MELLODDY: Cross-pharma Federated Learning at Unprecedented ...
https://pmc.ncbi.nlm.nih.gov/articles/PMC11005050/
30
Privacy-preserving decentralized learning methods for biomedical ...
https://www.csbj.org/article/S2001-0370(24)00282-4/pdf
31
Secure multiparty computation for privacy-preserving drug discovery
https://academic.oup.com/bioinformatics/article/36/9/2872/5709032
32
Design of an improved graph-based model for real-time anomaly ...
https://www.cell.com/heliyon/fulltext/S2405-8440(24)17102-2
33
[PDF] Industry-Scale Orchestrated Federated Learning for Drug Discovery
https://static.crysys.hu/v1/publications/files/OldenhofM2023AAAI
35
[PDF] FedSSP: Federated Graph Learning with Spectral Knowledge and ...
https://proceedings.neurips.cc/paper_files/paper/2024/file/3d226fb8fbd6ee6ec70d0427f1319707-Paper-Conference.pdf
36
Addressing Bias and Fairness using Fair Federated Learning
https://www.preprints.org/manuscript/202410.1060/v1
37
naganandy/graph-based-deep-learning-literature - GitHub
https://github.com/naganandy/graph-based-deep-learning-literature/blob/master/conference-publications/README.md
38
[PDF] Federated Graph Semantic and Structural Learning - IJCAI
https://www.ijcai.org/proceedings/2023/0426.pdf
39
Towards federated learning: An overview of methods and applications
https://wires.onlinelibrary.wiley.com/doi/abs/10.1002/widm.1486
40
MELLODDY: cross pharma federated learning at ... - ChemRxiv
https://chemrxiv.org/engage/chemrxiv/article-details/6345c0f91f323d61d7567624
41
[PDF] FedGOG: Federated Graph Out-of-Distribution Generalization with ...
https://ojs.aaai.org/index.php/AAAI/article/view/34459/36614
42
[PDF] Federated Graph Machine Learning - National Science Foundation
https://par.nsf.gov/servlets/purl/10414114
43
Federated Graph Neural Networks: Overview, Techniques, and ...
https://ieeexplore.ieee.org/iel7/5962385/6104215/10428063.pdf
44
Collaborative AI for Pharma - www.apheris.com
https://www.apheris.com/resources/blog/collaborative-ai-for-pharma
45
Privacy-by-Design with Federated Learning will ... - Sage Journals
https://journals.sagepub.com/doi/pdf/10.1177/22143602241296276?download=true
47
[PDF] Federated Node Classification over Graphs with Latent Link-type ...
https://www.cs.emory.edu/~jyang71/files/fedlit.pdf
48
Federated Graph Semantic and Structural Learning - AIModels.fyi
https://www.aimodels.fyi/papers/arxiv/federated-graph-semantic-structural-learning
49
Federated Learning for Collaborative and Privacy-Preserving Drug ...
https://medium.com/%40mayursumanth5/federated-learning-for-collaborative-and-privacy-preserving-drug-discovery-24e5331c5b83
50
[PDF] GraphGANFed: A Federated Generative Framework for Graph ...
https://scispace.com/pdf/graphganfed-a-federated-generative-framework-for-graph-1926yp1l.pdf
52
Federated Graph Neural Networks for Drug Discovery | Brian Martin
https://www.linkedin.com/posts/brianm1028_federated-graph-neural-networks-for-drug-activity-7198810954829090816-42O9
53
[PDF] Decentralized collaborative multi-institutional PET attenuation and ...
https://research.rug.nl/files/374096832/Decentralized_collaborative_multi_institutional_PET_attenuation_and_scatter_correction_using_federated_deep_learning.pdf
54
Federated Graph Neural Networks for Drug Discovery
https://community.intel.com/t5/Blogs/Tech-Innovation/Artificial-Intelligence-AI/Federated-Graph-Neural-Networks-for-Drug-Discovery/post/1597906
55
[PDF] FedGraphNN: A Federated Learning System and Benchmark for ...
https://gnnsys.github.io/papers/GNNSys21_paper_3.pdf
56
MMVFL: A Simple Vertical Federated Learning Framework for Multi ...
https://www.mdpi.com/1424-8220/24/2/619
58
NeurIPS Poster FedSSP: Federated Graph Learning with Spectral ...
https://neurips.cc/virtual/2024/poster/95786
59
Geometry-enhanced molecular representation learning for property ...
https://www.nature.com/articles/s42256-021-00438-4
60
Neural Networks BI-FedGNN: Federated graph neural networks ...
https://openreview.net/pdf/cce173ccc5f92f5010416b96cd1dc15aa11d63bb.pdf
61
[PDF] Deliverable D4.1 “Survey on graph parallelism” Work ... - EC Europa
https://ec.europa.eu/research/participants/documents/downloadPublic?documentIds=080166e5d43177d3&appId=PPGMS
63
Turning Machine Learning to Federated Learning in Minutes with ...
https://developer.nvidia.com/blog/turning-machine-learning-to-federated-learning-in-minutes-with-nvidia-flare-2-4/
65
[PDF] Tackling Distribution Shifts in Federated Graph Learning
https://ojs.aaai.org/index.php/AAAI/article/view/33830/35985
66
Advanced Data Mining and Applications | springerprofessional.de
https://www.springerprofessional.de/en/advanced-data-mining-and-applications/50355580
67
KDD '23: Proceedings of the 29th ACM SIGKDD Conference on ...
https://kdd.org/kdd2023/wp-content/uploads/2023/08/toc.html
68
[PDF] Federated Graph Learning for Cross-Domain Recommendation - NIPS
https://papers.nips.cc/paper_files/paper/2024/file/774164b966cc277c82a960934445140d-Paper-Conference.pdf
69
[PDF] MF-LAL: Drug Compound Generation Using Multi-Fidelity Latent ...
https://www.mlsb.io/papers_2024/MF-LAL:_Drug_Compound_Generation_Using_Multi-Fidelity_Latent_Space_Active_Learning.pdf
73
Infleqtion Optimizes Portfolios Using Q-CHOP and NVIDIA CUDA-Q ...
https://resources.nvidia.com/en-us-financial-services-industry/spotlight-infleqtion-optimizes-portfolios-using-q-chop-and-nvidia-cuda-q-dynamics
74
federated ensemble learning with graph neural networks for disease ...
https://www.biorxiv.org/content/10.1101/2023.03.22.533772v1
76
[PDF] Artificial Intelligence The Very Idea - The Wesleyan Argus
https://www.wesleyanargus.com/libweb/u20D74/2351936/artificialintelligencetheveryidea.pdf
77
FL-DISCO: Federated Generative Adversarial Network for Graph ...
https://www.pnnl.gov/publications/fl-disco-federated-generative-adversarial-network-graph-based-molecule-drug-discovery