most citedBlockFUL: Enabling Unlearning in Blockchained Federated Learning

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cs.LG2025

CFLight: Enhancing Safety with Traffic Signal Control through Counterfactual Learning

Mingyuan Li, Chunyu Liu, Zhuojun Li +5

Traffic accidents result in millions of injuries and fatalities globally, with a significant number occurring at intersections each year. Traffic Signal Control (TSC) is an effecti…

cs.LG2024

Parallel Unlearning in Inherited Model Networks

Xiao Liu, Mingyuan Li, Guangsheng Yu +3

Unlearning is challenging in generic learning frameworks with the continuous growth and updates of models exhibiting complex inheritance relationships. This paper presents a novel…