ise-uiuc / neuri-artifact
Artifact for ESEC/FSE'23 paper "NeuRI: Diversifying DNN Generation via Inductive Rule Inference"
☆29Updated 10 months ago
Related projects: ⓘ
- Free Lunch for Testing: Fuzzing Deep-Learning Libraries from Open Source (ICSE'22)☆72Updated last year
- Fuzzing Deep-Learning Libraries via Automated Relational API Inference (ESEC/FSE 2022)☆34Updated last year
- This is the implement repository of our upcoming ESEC/FSE 2020 paper: Deep Learning Library Testing via Effective Model Generation.☆53Updated 10 months ago
- WhiteFox: White-Box Compiler Fuzzing Empowered by Large Language Models (OOPSLA 2024)☆39Updated last week
- This is the implementation repository of our ICSE'22 paper: Muffin: Testing Deep Learning Libraries via Neural Architecture Fuzzing.☆29Updated 2 years ago
- Fuzzing Automatic Differentiation in Deep-Learning Libraries (ICSE'23)☆22Updated 6 months ago
- [ICSE 2023] Differentiable interpretation and failure-inducing input generation for neural network numerical bugs.☆12Updated 8 months ago
- For our ISSTA'23 paper ACETest: Automated Constraint Extraction for Testing Deep Learning Operators☆9Updated 5 months ago
- For our ICSE 2022 paper EAGLE: Creating Equivalent Graphs to Test Deep Learning Libraries☆12Updated last year
- For our paper DocTer: Documentation-Guided Fuzzing for Testing Deep Learning API Functions (ISSTA'22)☆33Updated 2 years ago
- GenCoG: A DSL-Based Approach to Generating Computation Graphs for TVM Testing (ISSTA‘23)☆13Updated last year
- ☆64Updated last year
- Fast and Precise On-the-fly Patch Validation for All☆10Updated last year
- This is the implementation repository of our incoming ESEC/FSE 2021 paper: Exposing Numerical Bugs in Deep Learning via GradientBack-prop…☆14Updated last year
- a data collection of related work: Toward Understanding Deep Learning Framework Bugs☆12Updated 10 months ago
- A Computational Graph Generator for AI Compiler Fuzzing☆13Updated last year
- Collect simple coverage information in memory.☆11Updated last year
- ✅SRepair: Powerful LLM-based Program Repairer with $0.029/Fixed Bug☆48Updated 4 months ago
- ☆96Updated this week
- Tzer: TVM Implementation of "Coverage-Guided Tensor Compiler Fuzzing with Joint IR-Pass Mutation (OOPSLA'22)“.☆70Updated last year
- ☆11Updated 4 months ago
- For our ICSE 2023 paper Impact of Code Language Models on Automated Program Repair☆55Updated 10 months ago
- ☆28Updated 3 years ago
- ☆11Updated 10 months ago
- The First International Workshop on Large Language Model for Code 2024 (Co-Located with ICSE 2024)☆13Updated 4 months ago
- This repository contains the implementation and the evaluation of our ESEC/FSE 2020 paper: Detecting Numerical Bugs in Neural Network Ar…☆26Updated 3 years ago
- A learning-guided approach for executing arbitrary Python code snippets☆15Updated 6 months ago
- ☆74Updated last year
- Automated Classification of Overfitting Patches with Statically Extracted Code Features http://arxiv.org/pdf/1910.12057☆10Updated last year
- This is the project repository of our ESEC/FSE 2021 paper: A Comprehensive Study of Deep Learning Compiler Bugs.☆22Updated last year