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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. VLSI-Hypergraph-Benchmarks VLSI-Hypergraph-Benchmarks Public

    A Comprehensive Dataset of VLSI Domain Hypergraphs (DATE'26)

    4

  2. dashSVD dashSVD Public

    Faster Randomized SVD with Dynamic Shifts (TOMS paper 2024)

    MATLAB 4 2

  3. SketchNE SketchNE Public

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

    C++ 11 1

  4. deepRWCap deepRWCap Public

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

    C++ 8 3

  5. SubtreeLU SubtreeLU Public

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

    C++ 7

  6. CNNCap CNNCap Public

    Effective CNN based capacitance models for parasitic extraction (ICCAD'21, TODAES 2023)

    Python 13 2

Repositories

Showing 10 of 16 repositories
  • flash-cnncap Public

    Flash-CNNCap: Capacitance Extraction via Image Mapping (ICCAD 2026)

    THU-numbda/flash-cnncap's past year of commit activity
    C++ 0 0 1 0 Updated Aug 4, 2026
  • CapBench Public

    CapBench: A reproducible, multi-PDK dataset for ML-based capacitance extraction (DAC'26)

    THU-numbda/CapBench's past year of commit activity
    Verilog 7 1 1 0 Updated Aug 4, 2026
  • deepRWCap Public

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

    THU-numbda/deepRWCap's past year of commit activity
    C++ 8 MIT 3 0 0 Updated Aug 4, 2026
  • AttentionCap Public

    AttentionCap: Transformer for 2D Capacitance Extraction (DAC'26)

    THU-numbda/AttentionCap's past year of commit activity
    Python 4 0 1 0 Updated Jun 11, 2026
  • CNNCap Public

    Effective CNN based capacitance models for parasitic extraction (ICCAD'21, TODAES 2023)

    THU-numbda/CNNCap's past year of commit activity
    Python 13 2 0 0 Updated Apr 9, 2026
  • HGNN-Part Public

    A High-Quality Hypergraph Partitioner Based on Hypergraph Generative Model (DATE'26)

    THU-numbda/HGNN-Part's past year of commit activity
    Python 1 0 0 0 Updated Dec 26, 2025
  • VLSI-Hypergraph-Benchmarks Public

    A Comprehensive Dataset of VLSI Domain Hypergraphs (DATE'26)

    THU-numbda/VLSI-Hypergraph-Benchmarks's past year of commit activity
    4 0 0 0 Updated Dec 26, 2025
  • SubtreeLU Public

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

    THU-numbda/SubtreeLU's past year of commit activity
    C++ 7 0 0 0 Updated Nov 14, 2025
  • svds-C Public
    THU-numbda/svds-C's past year of commit activity
    C 3 MIT 3 0 0 Updated May 28, 2024
  • farPCA Public

    A Fast Adaptive Randomized PCA Algorithm (IJCAI'23)

    THU-numbda/farPCA's past year of commit activity
    C 3 MIT 3 0 0 Updated May 21, 2024

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