DLFrameworkBug / DLFrameworkBugsDataLinks
a data collection of related work: Toward Understanding Deep Learning Framework Bugs
☆16Updated last year
Alternatives and similar repositories for DLFrameworkBugsData
Users that are interested in DLFrameworkBugsData are comparing it to the libraries listed below
Sorting:
- Automatic DNN generation for fuzzing and more☆139Updated 8 months ago
- Free Lunch for Testing: Fuzzing Deep-Learning Libraries from Open Source (ICSE'22)☆79Updated 2 years ago
- Tzer: TVM Implementation of "Coverage-Guided Tensor Compiler Fuzzing with Joint IR-Pass Mutation (OOPSLA'22)“.☆70Updated 2 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
- Artifact for ESEC/FSE'23 paper "NeuRI: Diversifying DNN Generation via Inductive Rule Inference"☆31Updated last year
- This is the implementation repository of our ICSE'22 paper: Muffin: Testing Deep Learning Libraries via Neural Architecture Fuzzing.☆32Updated 3 years ago
- Collect simple coverage information in memory.☆11Updated 2 years ago
- For our ISSTA'23 paper ACETest: Automated Constraint Extraction for Testing Deep Learning Operators☆11Updated last year
- WhiteFox: White-Box Compiler Fuzzing Empowered by Large Language Models (OOPSLA 2024)☆65Updated last month
- Fuzzing Automatic Differentiation in Deep-Learning Libraries (ICSE'23)☆24Updated 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
- 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☆101Updated 3 months ago
- A group of students who are interested in Compilers, and they want to improve themselves together.☆26Updated 3 years ago
- The First International Workshop on Large Language Model for Code 2024 (Co-Located with ICSE 2024)☆17Updated 11 months ago
- GenCoG: A DSL-Based Approach to Generating Computation Graphs for TVM Testing (ISSTA‘23)☆17Updated 2 years ago
- This is the project repository of our ASE22 paper: Natural Test Generation for Precise Testing of Question Answering Software☆14Updated 2 years ago
- TVMFuzz: fuzzing tensor-level intermediate representation in TVM☆30Updated 5 years ago
- ☆86Updated 2 years ago
- [SOSP'25] Automatic checker synthesis for system-level static analysis☆37Updated this week
- For our ICSE22 paper "EAGLE: Creating Equivalent Graphs to Test Deep Learning Libraries" by Jiannan Wang, Thibaud Lutellier, Shangshu Qia…☆13Updated 2 years ago
- MetaMut is a mutation operator generator to facilitate compiler fuzzing.☆26Updated 8 months ago
- Major CS conference publication stats (including accepted and submitted) by year.☆136Updated last week
- ☆10Updated 6 years ago
- A Framework for Automated Validation of Deep Learning Training Tasks☆49Updated this week
- A JIT Compiler Fuzzer for JVMs via CSX/JoNM in "Validating JIT Compilers via Compilation Space Exploration" (SOSP'23)☆58Updated 6 months ago
- Teaching and Learning Software Verification via SVF☆34Updated last month
- ☆35Updated 2 years ago
- For our ICSE23 paper "Impact of Code Language Models on Automated Program Repair" by Nan Jiang, Kevin Liu, Thibaud Lutellier, and Lin Tan☆63Updated 11 months ago
- This is the implementation repository of our incoming ESEC/FSE 2021 paper: Exposing Numerical Bugs in Deep Learning via GradientBack-prop…☆15Updated 2 years ago