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

Department of Computer Science

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 - 17 Oct 2022
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

10.1145/3524842.3528456Licence: CC BY-NC

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",

month = oct,

day = "17",

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 - 2022/10/17

Y1 - 2022/10/17

KW - code analysis

KW - Code embedding

KW - code representation

UR - https://www.scopus.com/pages/publications/85134018448

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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