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iSE-UIUC's Projects

deeprel icon deeprel

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

faser icon faser

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

freefuzz icon freefuzz

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

kernelgpt icon kernelgpt

KernelGPT: Enhanced Kernel Fuzzing via Large Language Models

nablafuzz icon nablafuzz

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

neuri-artifact icon neuri-artifact

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

nnsmith icon nnsmith

Automatic DNN generation for fuzzing and more

repilot icon repilot

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"

tzer icon tzer

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

uniapr icon uniapr

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

whitefox icon whitefox

WhiteFox: White-box Compiler Fuzzing Empowered by Large Language Models

xft icon xft

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

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