GraphCode2Vec: Generic Code Embedding via Lexical and Program Dependence Analyses

Wei Ma; Mengjie Zhao; Ezekiel Soremekun; Qiang Hu; Jie M. Zhang; Mike Papadakis; Maxime Cordy; Xiaofei Xie; Yves Le Traon

doi:10.1145/3524842.3528456

GraphCode2Vec: Generic Code Embedding via Lexical and Program Dependence Analyses

Wei Ma, Mengjie Zhao, Ezekiel Soremekun, Qiang Hu, Jie M. Zhang, Mike Papadakis, Maxime Cordy, Xiaofei Xie, Yves Le Traon

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	Proceedings - 2022 Mining Software Repositories Conference, MSR 2022
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	524-536
Number of pages	13
ISBN (Electronic)	9781450393034
DOIs	https://doi.org/10.1145/3524842.3528456
Publication status	Published - 2022
Externally published	Yes
Event	2022 Mining Software Repositories Conference, MSR 2022 - Pittsburgh, United States Duration: 23 May 2022 → 24 May 2022

Publication series

Name	Proceedings - 2022 Mining Software Repositories Conference, MSR 2022

Conference

Conference	2022 Mining Software Repositories Conference, MSR 2022
Country/Territory	United States
City	Pittsburgh
Period	23/05/22 → 24/05/22

Keywords

code analysis
Code embedding
code representation

Access to Document

10.1145/3524842.3528456

Cite this

Ma, W., Zhao, M., Soremekun, E., Hu, Q., Zhang, J. M., Papadakis, M., Cordy, M., Xie, X., & Le Traon, Y. (2022). GraphCode2Vec: Generic Code Embedding via Lexical and Program Dependence Analyses. In Proceedings - 2022 Mining Software Repositories Conference, MSR 2022 (pp. 524-536). (Proceedings - 2022 Mining Software Repositories Conference, MSR 2022). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1145/3524842.3528456

@inproceedings{771de294ce394eeb894cf5df2dc88bba,

title = "GraphCode2Vec: Generic Code Embedding via Lexical and Program Dependence Analyses",

keywords = "code analysis, Code embedding, code representation",

author = "Wei Ma and Mengjie Zhao and Ezekiel Soremekun and Qiang Hu and Zhang, {Jie M.} and Mike Papadakis and Maxime Cordy and Xiaofei Xie and {Le Traon}, Yves",

note = "Funding Information: This work is supported by the Luxembourg National Research Funds (FNR) through the CORE project grant C17/IS/11686509/CODEMATES. Publisher Copyright: {\textcopyright} 2022 ACM.; 2022 Mining Software Repositories Conference, MSR 2022 ; Conference date: 23-05-2022 Through 24-05-2022",

year = "2022",

doi = "10.1145/3524842.3528456",

language = "English",

series = "Proceedings - 2022 Mining Software Repositories Conference, MSR 2022",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "524--536",

booktitle = "Proceedings - 2022 Mining Software Repositories Conference, MSR 2022",

}

Ma, W, Zhao, M, Soremekun, E, Hu, Q, Zhang, JM, Papadakis, M, Cordy, M, Xie, X & Le Traon, Y 2022, GraphCode2Vec: Generic Code Embedding via Lexical and Program Dependence Analyses. in Proceedings - 2022 Mining Software Repositories Conference, MSR 2022. Proceedings - 2022 Mining Software Repositories Conference, MSR 2022, Institute of Electrical and Electronics Engineers Inc., pp. 524-536, 2022 Mining Software Repositories Conference, MSR 2022, Pittsburgh, United States, 23/05/22. https://doi.org/10.1145/3524842.3528456

GraphCode2Vec: Generic Code Embedding via Lexical and Program Dependence Analyses. / Ma, Wei; Zhao, Mengjie; Soremekun, Ezekiel et al.
Proceedings - 2022 Mining Software Repositories Conference, MSR 2022. Institute of Electrical and Electronics Engineers Inc., 2022. p. 524-536 (Proceedings - 2022 Mining Software Repositories Conference, MSR 2022).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

TY - GEN

T1 - GraphCode2Vec

T2 - 2022 Mining Software Repositories Conference, MSR 2022

AU - Ma, Wei

AU - Zhao, Mengjie

AU - Soremekun, Ezekiel

AU - Hu, Qiang

AU - Zhang, Jie M.

AU - Papadakis, Mike

AU - Cordy, Maxime

AU - Xie, Xiaofei

AU - Le Traon, Yves

PY - 2022

Y1 - 2022

KW - code analysis

KW - Code embedding

KW - code representation

UR - http://www.scopus.com/inward/record.url?scp=85134018448&partnerID=8YFLogxK

U2 - 10.1145/3524842.3528456

DO - 10.1145/3524842.3528456

M3 - Conference contribution

AN - SCOPUS:85134018448

T3 - Proceedings - 2022 Mining Software Repositories Conference, MSR 2022

SP - 524

EP - 536

BT - Proceedings - 2022 Mining Software Repositories Conference, MSR 2022

PB - Institute of Electrical and Electronics Engineers Inc.

Y2 - 23 May 2022 through 24 May 2022

ER -

Ma W, Zhao M, Soremekun E, Hu Q, Zhang JM, Papadakis M et al. GraphCode2Vec: Generic Code Embedding via Lexical and Program Dependence Analyses. In Proceedings - 2022 Mining Software Repositories Conference, MSR 2022. Institute of Electrical and Electronics Engineers Inc. 2022. p. 524-536. (Proceedings - 2022 Mining Software Repositories Conference, MSR 2022). doi: 10.1145/3524842.3528456

GraphCode2Vec: Generic Code Embedding via Lexical and Program Dependence Analyses

Publication series

Conference

Keywords

Access to Document

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