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@MPSLab-ASU

Making Programming Simple Lab

README.md

MPS Lab | ASU

Welcome to the Make Programming Simple Lab (MPS-Lab) at Arizona State University

About Us πŸš€

The MPS Lab focuses on advancing computational methods and technologies to simplify programming and enhance system performance across diverse domains. Key research areas include Machine Learning Accelerators for efficient processing, Error Resilience techniques to ensure robust system operations, Intelligent Transportation solutions for smarter mobility, Multi-level Intermediate Representations for optimizing compiler designs, and Quantum Machine Learning for pioneering future-ready AI systems. The lab aims to bridge the gap between complex computational problems and practical, accessible programming solutions.

Active Research Areas πŸ”¬

  • Machine Learning Acceleration: Designing novel accelerators for highly efficient machine learning processing.
  • Intelligent Transportation Systems: Enhancing smart mobility with AI-driven solutions for transportation challenges.
  • Multi-level Intermediate Representation: Innovating compiler designs for better optimization and cross-platform compatibility.
  • Quantum Machine Learning: Pioneering research at the intersection of quantum computing and AI for next-generation intelligent systems.

🌐 Learn More

For more information, visit our website.

🀝 Join Us

Interested in making programming simpler and more powerful? We welcome collaborations, passionate students, and industry partners. Feel free to reach out and connect!

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  1. DSP_MLIR DSP_MLIR Public

    Forked from tridhapuku/DSP_MLIR

    Digital Signal Processing Compiler in MLIR

    LLVM 32 3

  2. dMazeRunner dMazeRunner Public

    dMazeRunner: Dataflow acceleration optimization infrastructure for coarse-grained programmable accelerators

    Python 48 13

  3. ML-Accelerators ML-Accelerators Public

    Topics in Machine Learning Accelerator Design

    116 27

  4. LLVM-r LLVM-r Public

    Resilience-aware LLVM-based Compiler

    C++ 5

  5. smm_llvm-3.6.0 smm_llvm-3.6.0 Public

    LLVM for SMM projects.

    C++ 1

Repositories

Showing 10 of 37 repositories
  • IQP-Trainability-Page Public
    MPSLab-ASU/IQP-Trainability-Page's past year of commit activity
    HTML 0 Apache-2.0 0 0 0 Updated Sep 28, 2026
  • Paper_Page_Template Public template

    Project Page Template for MPS lab

    MPSLab-ASU/Paper_Page_Template's past year of commit activity
    HTML 0 Apache-2.0 0 0 0 Updated Sep 28, 2026
  • HELM Public

    HELM is a compiler and runtime for deploying Large Language Models (LLMs) on heterogeneous hardware clusters. It orchestrates execution across GPUs, and CPUs.

    MPSLab-ASU/HELM's past year of commit activity
    Python 2 0 0 0 Updated Sep 26, 2026
  • MPSLab-ASU.github.io Public
    MPSLab-ASU/MPSLab-ASU.github.io's past year of commit activity
    Astro 0 1 9 0 Updated Sep 22, 2026
  • AI-Semiconductor-Summer-Institute-Demo Public

    Demo for AI & Semiconductor Summer Institute Day 2 and Day 3

    MPSLab-ASU/AI-Semiconductor-Summer-Institute-Demo's past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Jun 3, 2026
  • Seperating_OOD_and_ADV Public

    A lightweight PyTorch framework for distinguishing out-of-distribution (OOD) inputs from adversarial (ADV) samples using intermediate feature representations.

    MPSLab-ASU/Seperating_OOD_and_ADV's past year of commit activity
    Python 0 0 0 0 Updated Feb 19, 2026
  • project-template Public template
    MPSLab-ASU/project-template's past year of commit activity
    Python 0 0 0 0 Updated Feb 15, 2026
  • QPMeL Public

    Quantum Polar Metric Learning (QPMeL ) that uses a classical model to learn the parameters of the polar form of a qubit. We then utilize a shallow PQC with 𝑅𝑦 and 𝑅𝑧 gates to create the state and a trainable layer of 𝑍𝑍 (πœƒ )-gates to learn entanglement

    MPSLab-ASU/QPMeL's past year of commit activity
    HTML 0 Apache-2.0 1 0 0 Updated Jan 30, 2026
  • INet Public
    MPSLab-ASU/INet's past year of commit activity
    HTML 0 Apache-2.0 0 0 0 Updated Nov 30, 2025
  • QuIRK-PaperPage Public

    Paper website for QuIRK

    MPSLab-ASU/QuIRK-PaperPage's past year of commit activity
    HTML 0 Apache-2.0 1 0 1 Updated Oct 21, 2025
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