pdlan / OSCAR
Code for ICML 2021 paper: How could Neural Networks understand Programs?
☆123Updated 4 months ago
Alternatives and similar repositories for OSCAR:
Users that are interested in OSCAR are comparing it to the libraries listed below
- ☆59Updated last year
- Contrastive Code Representation Learning: functionality-based JavaScript embeddings through self-supervised learning☆165Updated 3 years ago
- Data and Code for Reproducing "Global Relational Models of Source Code"☆83Updated 3 years ago
- Seq2seq Type Inference using Static Analysis and CodeT5☆30Updated last year
- TVMFuzz: fuzzing tensor-level intermediate representation in TVM☆28Updated 4 years ago
- TensorFlow code for the neural network presented in the paper: "Structural Language Models of Code" (ICML'2020)☆87Updated 2 years ago
- Free Lunch for Testing: Fuzzing Deep-Learning Libraries from Open Source (ICSE'22)☆76Updated 2 years ago
- Source Code Data Augmentation for Deep Learning: A Survey.☆64Updated 9 months ago
- Fuzzing Automatic Differentiation in Deep-Learning Libraries (ICSE'23)☆22Updated last year
- PLUR (Programming-Language Understanding and Repair) is a collection of source code datasets suitable for graph-based machine learning. W…☆87Updated 2 years ago
- ☆29Updated 4 years ago
- Recent Advances in Programming Language Pre-Trained Models (PL-PTMs)☆58Updated 3 years ago
- the code for three models introduced in DYNAMIC NEURAL PROGRAM EMBEDDINGS FOR PROGRAM REPAIR (ICLR 18)☆32Updated 6 years ago
- WhiteFox: White-Box Compiler Fuzzing Empowered by Large Language Models (OOPSLA 2024)☆54Updated 3 months ago
- ☆95Updated 4 months ago
- [ICSE 2021] - InferCode: Self-Supervised Learning of Code Representations by Predicting Subtrees☆90Updated 3 years ago
- Fuzzing Deep-Learning Libraries via Automated Relational API Inference (ESEC/FSE 2022)☆34Updated last year
- This is the artifact for paper “Automated Testing of Software that Uses Machine Learning APIs (#158)” in ICSE2022☆12Updated 2 years ago
- ☆41Updated 2 years ago
- The official repository of "GraphSPD: Graph-Based Security Patch Detection with Enriched Code Semantics". The paper will appear in the IE…☆44Updated last year
- Hoppity☆59Updated 4 years ago
- This repository is to support contributions for tools and new data entries for the D2A dataset hosted in DAX☆66Updated 2 years ago
- open science repo of "Neural Transfer Learning for Repairing Security Vulnerabilities in C Code" https://arxiv.org/pdf/2104.08308☆60Updated last year
- ☆25Updated 3 years ago
- This repository provides the code and guidance for reproducing the results in our ESEC/FSE 2023 submission "Pre-training Code Representat…☆25Updated last year
- ☆33Updated 2 years ago
- Code and data for paper "Detecting Code Clones with Graph Neural Network and Flow-Augmented Abstract Syntax Tree".☆64Updated 3 years ago
- MODIT: On Multi-Modal Learning of Editing Source Code.☆20Updated 3 years ago
- FLOWMATRIX: GPU-Assisted Information-Flow Analysis through Matrix-Based Representation, USENIX Security'22☆27Updated last year
- Open source release from our ICLR 2020 paper, CLN2INV: Learning Loop Invariants with Continuous Logic Networks.☆21Updated 4 years ago