[ICSE 2023] Differentiable interpretation and failure-inducing input generation for neural network numerical bugs.
☆13Jan 5, 2024Updated 2 years ago
Alternatives and similar repositories for RANUM
Users that are interested in RANUM are comparing it to the libraries listed below
Sorting:
- For our ICSE22 paper "EAGLE: Creating Equivalent Graphs to Test Deep Learning Libraries" by Jiannan Wang, Thibaud Lutellier, Shangshu Qia…☆13Aug 16, 2023Updated 2 years ago
- ☆11Nov 1, 2023Updated 2 years ago
- ☆11Oct 18, 2022Updated 3 years ago
- Improving Machine Translation Systems via Isotopic Replacement☆12Apr 14, 2023Updated 2 years ago
- This is the project repository of our ASE22 paper: Natural Test Generation for Precise Testing of Question Answering Software☆14Dec 1, 2022Updated 3 years ago
- This is the implementation repository of our incoming ESEC/FSE 2021 paper: Exposing Numerical Bugs in Deep Learning via GradientBack-prop…☆15Oct 16, 2022Updated 3 years ago
- An Automatic DNN TrainingProblem Detection and Repair System☆20Dec 23, 2023Updated 2 years ago
- GenCoG: A DSL-Based Approach to Generating Computation Graphs for TVM Testing (ISSTA‘23)☆17Jul 19, 2023Updated 2 years ago
- A learning-guided approach for executing arbitrary Python code snippets☆16Mar 4, 2024Updated 2 years ago
- The evaluation framework for the InfiCoder-Eval benchmark.☆21Jul 22, 2024Updated last year
- Automated DNN generation for fuzz testing and more☆143Jan 14, 2025Updated last year
- Orbit: OS Support for Safe and Efficient Auxiliary Tasks in Applications☆22May 23, 2022Updated 3 years ago
- ☆20Mar 6, 2023Updated 3 years ago
- OKLib: A Toolchain for Checking Silent Semantic Violations in Distributed Systems☆26Oct 3, 2023Updated 2 years ago
- Fuzzing Automatic Differentiation in Deep-Learning Libraries (ICSE'23)☆27Mar 2, 2024Updated 2 years ago
- This repository contains the implementation and the evaluation of our ESEC/FSE 2020 paper: Detecting Numerical Bugs in Neural Network Ar…☆25Dec 17, 2020Updated 5 years ago
- Artifact for ESEC/FSE'23 paper "NeuRI: Diversifying DNN Generation via Inductive Rule Inference"☆32Nov 13, 2023Updated 2 years ago
- ☆33Jan 15, 2026Updated last month
- This is the implementation repository of our ICSE'22 paper: Muffin: Testing Deep Learning Libraries via Neural Architecture Fuzzing.☆33Jun 17, 2022Updated 3 years ago
- FaCoY Code-to-Code Search Engine☆33Jan 18, 2019Updated 7 years ago
- This repository contains the dataset of our ISSTA 2018 paper: An Empirical Study on TensorFlow Program Bugs.☆29May 20, 2020Updated 5 years ago
- ☆12Nov 30, 2018Updated 7 years ago
- Free Lunch for Testing: Fuzzing Deep-Learning Libraries from Open Source (ICSE'22)☆82Nov 2, 2022Updated 3 years ago
- An Observability Framework for AI Training☆64Feb 13, 2026Updated 3 weeks ago
- Kernel Playground - A playground to run large scale experiments on the Linux Kernel☆17Nov 8, 2025Updated 3 months ago
- Extracts static code features from opencl kernels to be used for machine learning.☆10Apr 30, 2021Updated 4 years ago
- Microsoft question-answering dataset☆10Jun 16, 2023Updated 2 years ago
- ⚠️ ARCHIVED - All development moved to https://github.com/itbench-hub/ITBench/tree/main/scenarios☆15Feb 24, 2026Updated last week
- ☆11May 10, 2025Updated 9 months ago
- [IJCAI'23] Speeding Up Multi-Objective Hyperparameter Optimization by Task Similarity-Based Meta-Learning for the Tree-Structured Parzen …☆10Mar 9, 2024Updated last year
- This repository contains the replication package of our paper "Assessing the Security of GitHub Copilot’s Generated Code - A Targeted Rep…☆10Nov 16, 2023Updated 2 years ago
- Anderson points-to analysis implementation based on LLVM☆12Jan 3, 2021Updated 5 years ago
- ☆13May 19, 2024Updated last year
- [NeurIPS 2024] Efficiency for Free: Ideal Data Are Transportable Representations☆19Jan 19, 2025Updated last year
- ☆14Jan 10, 2025Updated last year
- Correlate NVD datasets wIth CWE/CAPEC/CVSS labels for customised usage. Plus static analysis and data visualisation.☆13Nov 17, 2023Updated 2 years ago
- ☆13Feb 14, 2022Updated 4 years ago
- ☆30Oct 22, 2025Updated 4 months ago
- Official implementation of Tabular Transfer Learning via Prompting LLMs (COLM 2024).☆13Aug 6, 2024Updated last year