iSE-UIUC

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

KernelGPT: Enhanced Kernel Fuzzing via Large Language Models (ASPLOS 2025)

Automated DNN generation for fuzz testing and more

[SOSP'25] Automatic checker synthesis for system-level static analysis

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

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

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

No description provided.

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

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

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"

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

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

Making code edting up to 7.7x faster using multi-layer speculation

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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

Modified QuixBugs

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