MultiCode: A Unified Code Analysis Framework based on Multi-type and Multi-granularity Semantic Learning

Author:

Duan Xu1,Wu Jingzheng1,Du Mengnan2,Luo Tianyue3,Yang Mutian4,Wu Yanjun3

Affiliation:

1. Institute of Software, Chinese Academy of Sciences University of Chinese Academy of Sciences,Intelligent Software Research Center,Beijing,China

2. Nanjing Institute of Software Technology, Institute of Software, Chinese Academy of Sciences Nanjing University Of Chinese Medicine,Nanjing,China

3. Institute of Software, Chinese Academy of Sciences,Intelligent Software Research Center,Beijing,China

4. Beijing ZhongKeWeiLan Technology Co., Ltd.,Beijing,China

Funder

National Key R&D Program of China

Publisher

IEEE

Reference16 articles.

1. Learning convolutional neural networks for graphs;niepert;ICML,2016

2. Building Program Vector Representations for Deep Learning

3. A survey on software clone detection research;roy;Queen's Sch Comput TR,2007

4. Graph attention networks;velickovic;ICLRE,2018

5. Supervised Deep Features for Software Functional Clone Detection by Exploiting Lexical and Syntactical Information in Source Code

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