Titlebook: Wireless Algorithms, Systems, and Applications; 17th International C Lei Wang,Michael Segal,Tie Qiu Conference proceedings 2022 The Editor(

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Multi-view Pre-trained Model for Code Vulnerability Identificationntial and multi-type structural information of the source code and uses contrastive learning to enhance code representations. The experiments conducted on two public datasets demonstrate the superiority of MV-PTM. In particular, MV-PTM improves GraphCodeBERT by 3.36% on average in terms of F1 score.

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Communication Optimization in Heterogeneous Edge Networks Using Dynamic Grouping and Gradient Codingto high electricity cost and serious greenhouse gas emissions. To create a green edge environment, we focus on mitigating computation and straggler dropout to improve the communication efficiency during the distributed training. Therefore, we propose a novel scheme named Dynamic Grouping and Heterog