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@THU-numbda

THU-NUMBDA

Numerical methods for big-data and design automation (NUMBDA) Group at Tsinghua Univeristy

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  1. rSVD-single-pass rSVD-single-pass Public

    "Single-pass PCA of large high-dimensional data" (IJCAI 2017)

    C 2 1

  2. farPCA farPCA Public

    A Fast Adaptive Randomized PCA Algorithm (IJCAI 2023)

    C 3 3

  3. dashSVD dashSVD Public

    Faster Randomized SVD with Dynamic Shifts (TOMS paper 2024)

    MATLAB 4 2

  4. SketchNE SketchNE Public

    Embedding billion-scale networks accurately in one hour (TKDE paper 2023)

    C++ 11 1

  5. deepRWCap deepRWCap Public

    Neural-Guided Random-Walk Capacitance Solver for IC Design (AAAI'26)

    C++ 2

  6. SubtreeLU SubtreeLU Public

    High-performance parallel sparse LU factorization for circuit simulation (ICCAD'25)

    C++ 4

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