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cs.CY2024
"They've Stolen My GPL-Licensed Model!": Toward Standardized and Transparent Model Licensing
Moming Duan, Rui Zhao, Linshan Jiang +2
As model parameter sizes scale into the billions and training consumes zettaFLOPs of computation, the reuse of Machine Learning (ML) assets and collaborative development have becom…
cs.DC2024★ 2 cited
OFL-W3: A One-shot Federated Learning System on Web 3.0
Linshan Jiang, Moming Duan, Bingsheng He +4
Federated Learning (FL) addresses the challenges posed by data silos, which arise from privacy, security regulations, and ownership concerns. Despite these barriers, FL enables the…