ShenQingchao / DLCstudy
This is the project repository of our ESEC/FSE 2021 paper: A Comprehensive Study of Deep Learning Compiler Bugs.
☆23Updated last year
Related projects ⓘ
Alternatives and complementary repositories for DLCstudy
- Tzer: TVM Implementation of "Coverage-Guided Tensor Compiler Fuzzing with Joint IR-Pass Mutation (OOPSLA'22)“.☆70Updated last year
- a data collection of related work: Toward Understanding Deep Learning Framework Bugs☆13Updated last year
- Automatic DNN generation for fuzzing and more☆120Updated 8 months ago
- GenCoG: A DSL-Based Approach to Generating Computation Graphs for TVM Testing (ISSTA‘23)☆14Updated last year
- Artifact for ESEC/FSE'23 paper "NeuRI: Diversifying DNN Generation via Inductive Rule Inference"☆30Updated last year
- Collect simple coverage information in memory.☆11Updated 2 years ago
- A Computational Graph Generator for AI Compiler Fuzzing☆14Updated last year
- For our ISSTA'23 paper ACETest: Automated Constraint Extraction for Testing Deep Learning Operators☆9Updated 7 months ago
- TVMFuzz: fuzzing tensor-level intermediate representation in TVM☆29Updated 4 years ago
- This is the implementation repository of our ICSE'22 paper: Muffin: Testing Deep Learning Libraries via Neural Architecture Fuzzing.☆30Updated 2 years ago
- Free Lunch for Testing: Fuzzing Deep-Learning Libraries from Open Source (ICSE'22)☆73Updated 2 years ago
- This is the implement repository of our upcoming ESEC/FSE 2020 paper: Deep Learning Library Testing via Effective Model Generation.☆54Updated last year
- WhiteFox: White-Box Compiler Fuzzing Empowered by Large Language Models (OOPSLA 2024)☆43Updated last month
- This is the project repository of our ASE22 paper: Natural Test Generation for Precise Testing of Question Answering Software☆13Updated last year
- A group of students who are interested in Compilers, and they want to improve themselves together.☆26Updated 2 years ago
- Fuzzing Deep-Learning Libraries via Automated Relational API Inference (ESEC/FSE 2022)☆34Updated last year
- FLOWMATRIX: GPU-Assisted Information-Flow Analysis through Matrix-Based Representation, USENIX Security'22☆27Updated last year
- LLTFI is a tool, which is an extension of LLFI, allowing users to run fault injection experiments on C/C++, TensorFlow and PyTorch applic…☆32Updated last month
- Enumerative Testing and Bounded Validation of SMT Solvers☆20Updated last month
- A JIT Compiler Fuzzer for JVMs via CSE/JoNM in "Validating JIT Compilers via Compilation Space Exploration" (SOSP'23)☆49Updated last year
- Teaching and Learning Software Verification via SVF☆32Updated last month
- Major CS conference publication stats (including accepted and submitted) by year.☆112Updated 2 months ago
- MetaMut is a mutation operator generator to facilitate compiler fuzzing.☆21Updated 3 months ago
- The First International Workshop on Large Language Model for Code 2024 (Co-Located with ICSE 2024)☆16Updated last month
- Fuzzing Automatic Differentiation in Deep-Learning Libraries (ICSE'23)☆22Updated 8 months ago
- This is the implementation repository of our incoming ESEC/FSE 2021 paper: Exposing Numerical Bugs in Deep Learning via GradientBack-prop…☆13Updated 2 years ago
- ComPy-Learn is a framework for exploring program representations for ML4CODE tasks.☆22Updated last year
- For our ISSTA22 paper "DocTer: Documentation-Guided Fuzzing for Testing Deep Learning API Functions" by Danning Xie, Yitong Li, Mijung Ki…☆33Updated 2 years ago
- Violet: Selective Symbolic Execution to Detect Bad Performance Misconfiguration☆17Updated 4 years ago