Graphsearchnet: Enhancing gnns via capturing global dependencies for semantic code search

S Liu, X Xie, J Siow, L Ma, G Meng… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Code search aims to retrieve accurate code snippets based on a natural language query to
improve software productivity and quality. With the massive amount of available programs …

SECON: Maintaining semantic consistency in data augmentation for code search

X Zhang, Z Lin, X Hu, J Wang, W Lu… - ACM Transactions on …, 2024 - dl.acm.org
Efficient code search techniques are crucial in accelerating software development by aiding
developers in locating specific code snippets and understanding code functionalities. This …

NeuDep: neural binary memory dependence analysis

K Pei, D She, M Wang, S Geng, Z Xuan… - Proceedings of the 30th …, 2022 - dl.acm.org
Determining whether multiple instructions can access the same memory location is a critical
task in binary analysis. It is challenging as statically computing precise alias information is …

A search-and-fill strategy to code generation for complex software requirements

Y Dong, L Kong, L Zhang, S Wang, X Liu, S Liu… - Information and …, 2025 - Elsevier
Context: The realm of software development has seen significant transformations with the
rise of Low-Code Development (LCD) and the integration of Artificial Intelligence (AI) …

DP-CCL: A Supervised Contrastive Learning Approach Using CodeBERT Model in Software Defect Prediction

S Sahar, M Younas, MM Khan, MU Sarwar - IEEE Access, 2024 - ieeexplore.ieee.org
Software Defect Prediction (SDP) reduces the overall cost of software development by
identifying the code at a higher risk of defects at the initial phase of software development …

Intelligent code search aids edge software development

F Zhang, M Li, H Wu, T Wu - Journal of Cloud Computing, 2024 - Springer
The growth of multimedia applications poses new challenges to software facilities in edge
computing. Developers must effectively develop edge computing software to accommodate …

FuEPRe: a fusing embedding method with attention for post recommendation

X Zhang, G Shen, Z Huang, Y Yu, K Wang - Service Oriented Computing …, 2024 - Springer
Post recommendations refer to finding solutions related to a user's problem on QA websites
to help them solve their problems. However, finding the most relevant post from a large …

深度程序理解视角下代码搜索研究综述.

汶东震, 张帆, 刘海峰, 杨亮, 徐博… - Journal of Computer …, 2022 - search.ebscohost.com
代码搜索任务旨在通过分析用户需求, 结合用户意图来找到满足其需求的软件构件.
在加强软件复用性的同时, 提高软件开发维护效率, 降低成本. 与传统的文档检索不同 …

Code component retrieval using code2vec

B RamyaSree, B Ramakrishna… - … Conference on I …, 2021 - ieeexplore.ieee.org
The system helps to gather the code relevant compound by using code2vec tokenization
concept. This research work has used a embedding code, which go through code2vec …

[PDF][PDF] GraphSearchNet: Enhancing GNNs via capturing global dependencies for semantic code search.(2023)

S LIU, X XIE, J SIOW, L MA, G MENG… - IEEE Transactions on … - ink.library.smu.edu.sg
Code search aims to retrieve accurate code snippets based on a natural language query to
improve software productivity and quality. With the massive amount of available programs …