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cs.CR2022
SimCLF: A Simple Contrastive Learning Framework for Function-level Binary Embeddings
Sun RuiJin, Guo Shize, Guo Jinhong +4
Function-level binary code similarity detection is a crucial aspect of cybersecurity. It enables the detection of bugs and patent infringements in released software and plays a piv…
cs.LG2022★ 3 cited
Provable Acceleration of Nesterov's Accelerated Gradient Method over Heavy Ball Method in Training Over-Parameterized Neural Networks
Xin Liu, Wei Tao, Wei Li +3
Due to its simplicity and efficiency, the first-order gradient method has been extensively employed in training neural networks. Although the optimization problem of the neural net…