Repositories list

• magicoder

  Public
  [ICML'24] Magicoder: Empowering Code Generation with OSS-Instruct

  large-language-modelsai4codellm+ 1llm4code

  Python

  •

  MIT License

  •167•2k•4•1•Updated Nov 1, 2024Nov 1, 2024

• WhiteFox

  Public
  WhiteFox: White-Box Compiler Fuzzing Empowered by Large Language Models (OOPSLA 2024)

  deep-learningtensorflowllvm+ 2pytorchsoftware-testing

  Python

  •3•42•1•0•Updated Sep 28, 2024Sep 28, 2024

• KernelGPT

  Public
  KernelGPT: Enhanced Kernel Fuzzing via Large Language Models

  testinglinuxsyzkaller

  C++

  •11•64•0•0•Updated Sep 17, 2024Sep 17, 2024

• xft

  Public
  XFT: Unlocking the Power of Code Instruction Tuning by Simply Merging Upcycled Mixture-of-Experts

  Python

  •

  Apache License 2.0

  •2•27•0•0•Updated Jul 2, 2024Jul 2, 2024

• nnsmith

  Public
  Automatic DNN generation for fuzzing and more

  compilerfuzzingmachine-learning+ 3deep-learningtensorflowpytorch

  Python

  •

  Apache License 2.0

  •26•119•6•0•Updated Mar 19, 2024Mar 19, 2024

• NablaFuzz

  Public
  Fuzzing Automatic Differentiation in Deep-Learning Libraries (ICSE'23)

  deep-learningtensorflowpytorch+ 5autogradfuzzingautodiffjaxoneflow

  Python

  •4•22•0•0•Updated Mar 2, 2024Mar 2, 2024

• neuri-artifact

  Public
  Artifact for ESEC/FSE'23 paper "NeuRI: Diversifying DNN Generation via Inductive Rule Inference"

  Python

  •

  Apache License 2.0

  •5•30•0•0•Updated Nov 13, 2023Nov 13, 2023

• Repilot

  Public
  Repilot, a patch generation tool introduced in the ESEC/FSE'23 paper "Copiloting the Copilots: Fusing Large Language Models with Completion Engines for Automated Program Repair"

  program-synthesiscode-generationprogram-repair+ 2code-completionlarge-language-models

  Python

  •

  Apache License 2.0

  •10•127•0•0•Updated Oct 9, 2023Oct 9, 2023

• QuixBugs

  Public
  Modified QuixBugs

  Java

  •0•1•0•0•Updated Oct 5, 2023Oct 5, 2023

• TitanFuzz

  Public
  Python

  •9•71•4•1•Updated Sep 10, 2023Sep 10, 2023

• DeepREL

  Public
  Fuzzing Deep-Learning Libraries via Automated Relational API Inference (ESEC/FSE 2022)

  deep-learningtensorflowpytorch+ 1fuzzing

  Python

  •6•34•4•0•Updated May 17, 2023May 17, 2023

• tzer

  Public
  Tzer: TVM Implementation of "Coverage-Guided Tensor Compiler Fuzzing with Joint IR-Pass Mutation (OOPSLA'22)“.

  Python

  •

  Apache License 2.0

  •13•70•1•0•Updated Mar 9, 2023Mar 9, 2023

• uniapr

  Public
  Fast and Precise On-the-fly Patch Validation for All

  Java

  •1•10•2•0•Updated Feb 24, 2023Feb 24, 2023

• FASER

  Public
  Balancing Effectiveness and Flakiness of Non-Deterministic Machine Learning Tests (ICSE'23)

  Python

  •0•9•1•0•Updated Feb 8, 2023Feb 8, 2023

• FreeFuzz

  Public
  Free Lunch for Testing: Fuzzing Deep-Learning Libraries from Open Source (ICSE'22)

  tensorflowminingfuzzing+ 1pytorch

  Python

  •13•73•5•0•Updated Nov 2, 2022Nov 2, 2022