wzh99 / GenCoGLinks
GenCoG: A DSL-Based Approach to Generating Computation Graphs for TVM Testing (ISSTA‘23)
☆17Updated 2 years ago
Alternatives and similar repositories for GenCoG
Users that are interested in GenCoG are comparing it to the libraries listed below
Sorting:
- TVMFuzz: fuzzing tensor-level intermediate representation in TVM☆30Updated 5 years ago
- Tzer: TVM Implementation of "Coverage-Guided Tensor Compiler Fuzzing with Joint IR-Pass Mutation (OOPSLA'22)“.☆69Updated 2 years ago
- Collect simple coverage information in memory.☆11Updated 3 years ago
- Free Lunch for Testing: Fuzzing Deep-Learning Libraries from Open Source (ICSE'22)☆80Updated 2 years ago
- Automatic DNN generation for fuzzing and more☆139Updated 9 months ago
- FLOWMATRIX: GPU-Assisted Information-Flow Analysis through Matrix-Based Representation, USENIX Security'22☆28Updated 2 years ago
- WhiteFox: White-Box Compiler Fuzzing Empowered by Large Language Models (OOPSLA 2024)☆75Updated 2 months ago
- Prolog specification of TensorFlow layers☆14Updated 2 years ago
- For our ISSTA'23 paper ACETest: Automated Constraint Extraction for Testing Deep Learning Operators☆12Updated last year
- Artifact for ESEC/FSE'23 paper "NeuRI: Diversifying DNN Generation via Inductive Rule Inference"☆31Updated last year
- This is the implement repository of our upcoming ESEC/FSE 2020 paper: Deep Learning Library Testing via Effective Model Generation.☆55Updated last year
- Violet: Selective Symbolic Execution to Detect Bad Performance Misconfiguration☆17Updated 5 years ago
- This is the project repository of our ESEC/FSE 2021 paper: A Comprehensive Study of Deep Learning Compiler Bugs.☆23Updated 2 years ago
- A Computational Graph Generator for AI Compiler Fuzzing☆14Updated 2 years ago
- For our ISSTA22 paper "DocTer: Documentation-Guided Fuzzing for Testing Deep Learning API Functions" by Danning Xie, Yitong Li, Mijung Ki…☆37Updated 3 years ago
- A group of students who are interested in Compilers, and they want to improve themselves together.☆25Updated 3 years ago
- Software Analysis and Verification Group☆14Updated this week
- This is the implementation repository of our ICSE'22 paper: Muffin: Testing Deep Learning Libraries via Neural Architecture Fuzzing.☆32Updated 3 years ago
- A practical fuzzing tool for SMT solvers☆11Updated last month
- This is the artifact for paper “Automated Testing of Software that Uses Machine Learning APIs (#158)” in ICSE2022☆12Updated 2 years ago
- This repository contains the implementation and the evaluation of our ESEC/FSE 2020 paper: Detecting Numerical Bugs in Neural Network Ar…☆26Updated 4 years ago
- ☆10Updated 5 years ago
- a data collection of related work: Toward Understanding Deep Learning Framework Bugs☆16Updated 2 years ago
- Fuzzing Deep Learning Libraries Via Mining Security Knowledge from Open Source☆15Updated last year
- Fuzzing Deep-Learning Libraries via Automated Relational API Inference (ESEC/FSE 2022)☆39Updated 2 years ago
- Implementation of IR2Vec, LLVM IR Based Scalable Program Embeddings☆102Updated 5 months ago
- [SOSP'25] Automatic checker synthesis for system-level static analysis☆123Updated last month
- ☆12Updated 2 years ago
- A decompiler to automatically reverse-engineer the DNN semantics from its compiled binary using program analysis☆82Updated 10 months ago
- OBsan: An Out-Of-Bound Sanitizer to Harden DNN Executables☆17Updated 2 years ago