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20242026
most citedTowards Optimal Customized Architecture for Heterogeneous Federated Learning with Contrastive Cloud-Edge Model Decoupling

2 citations · 2 across the 3 of their papers we have counts for

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cs.AI2026

FirmCORe: A Benchmark for Structured Reasoning about Inter-Firm Collaboration Opportunities

Tian Du, Tiantong Wu, Yafei Wang +3

Comprehensive structured data on inter-firm relationships is often scarce or inaccessible because many relationships are privately negotiated, selectively disclosed, and fragmented…

cs.LG2026

FedOBP: Federated Optimal Brain Personalization through Cloud-Edge Element-wise Decoupling

Xingyan Chen, Tian Du, Changqiao Xu +4

Federated Learning (FL) faces challenges from client data heterogeneity and resource-constrained mobile devices, which can degrade model accuracy. Personalized Federated Learning (…