aravi11 / funcGNN
CFG based program similarity using Graph Neural Networks
☆35Updated 2 years ago
Alternatives and similar repositories for funcGNN:
Users that are interested in funcGNN are comparing it to the libraries listed below
- A Survey of Deep Learning Models for Structural Code Understanding☆20Updated 2 years ago
- ☆28Updated 2 years ago
- ☆41Updated 2 years ago
- ☆29Updated 4 years ago
- ☆33Updated 2 years ago
- Revisiting Graph Neural Networks for Vulnerability Detection (ICSE 2022) (Pytorch)☆71Updated 3 years ago
- [ICSE 2021] - InferCode: Self-Supervised Learning of Code Representations by Predicting Subtrees☆90Updated 3 years ago
- Code and data for paper "Detecting Code Clones with Graph Neural Network and Flow-Augmented Abstract Syntax Tree".☆64Updated 3 years ago
- Reproduce the results of Tree-based Convolutional Neural Network (TBCNN)☆39Updated 2 years ago
- Data and Code for Reproducing "Global Relational Models of Source Code"☆83Updated 3 years ago
- Re-implementation and extension of the work described in "Learning to Represent Programs with Graphs"☆39Updated 5 years ago
- Statement-level deep learning model for automated software vulnerability detection in C/C++ (Accepted in MSR 2022)☆71Updated 2 years ago
- This repository is to support contributions for tools and new data entries for the D2A dataset hosted in DAX☆69Updated 2 years ago
- MODIT: On Multi-Modal Learning of Editing Source Code.☆20Updated 3 years ago
- ☆22Updated last year
- Source Code Data Augmentation for Deep Learning: A Survey.☆64Updated 9 months ago
- ☆22Updated 3 years ago
- Functional clone detection(currently maintained version)☆33Updated 2 years ago
- Turn Tree into Graph: Automatic Code Review via Simplified AST Driven Graph Convolutional Network☆12Updated 2 years ago
- Deep learning code semantic similarity☆62Updated 5 years ago
- Code and dataset for paper C4: Contrastive Cross-Language Code Clone Detection☆29Updated 2 years ago
- Code Snippet Recommendation from Stack Overflow Post☆18Updated 3 years ago
- ☆16Updated 6 months ago
- Hoppity☆59Updated 4 years ago
- open science repo of "Neural Transfer Learning for Repairing Security Vulnerabilities in C Code" https://arxiv.org/pdf/2104.08308☆61Updated last year
- This repository provides the code and guidance for reproducing the results in our ESEC/FSE 2023 submission "Pre-training Code Representat…☆25Updated last year
- ☆45Updated 2 years ago
- This repo is the implementation of the paper "GraphSearchNet: Enhancing GNNs via Capturing Global Dependency for Semantic Code Search". W…☆33Updated 2 years ago
- [AAAI 2021] - TreeCaps: Tree-based Capsule Network for Source Code Processing☆23Updated 2 years ago
- Deep Program Structure Modeling ThroughMulti-Relational Graph-based Learning☆10Updated 3 years ago