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    • BiSPER

      Public
      Code for paper "Mixing Time Matters: Accelerating Effective Resistance Estimation via Bidirectional Method"
      C++
      MIT License
      1000Updated Dec 9, 2024Dec 9, 2024
    • DS-FD

      Public
      Code for paper "Optimal Matrix Sketching over Sliding Windows"
      Python
      Apache License 2.0
      3100Updated Nov 15, 2024Nov 15, 2024
    • .github

      Public
      0000Updated Nov 6, 2024Nov 6, 2024
    • HTML
      MIT License
      3000Updated Oct 28, 2024Oct 28, 2024
    • Code for paper "Intruding with Words: Towards Understanding Graph Injection Attacks at the Text Level"
      Python
      1100Updated Oct 28, 2024Oct 28, 2024
    • Code for paper "EquiPocket: an E(3)-Equivariant Geometric Graph Neural Network for Ligand Binding Site Prediction"
      Python
      MIT License
      1000Updated Oct 15, 2024Oct 15, 2024
    • Python
      2100Updated Oct 12, 2024Oct 12, 2024
    • PRICE

      Public
      Code for paper "PRICE: A Pretrained Model for Cross-Database Cardinality Estimation"
      Python
      4000Updated Sep 26, 2024Sep 26, 2024
    • Code for paper "PolyFormer: Scalable Node-wise Filters via Polynomial Graph Transformer"
      Python
      1000Updated Sep 17, 2024Sep 17, 2024
    • Code for paper "Learning-based Property Estimation with Polynomials"
      Jupyter Notebook
      1000Updated Jul 20, 2024Jul 20, 2024
    • Uni-Mol

      Public
      Code for paper "Uni-Mol: A Universal 3D Molecular Representation Learning Framework"
      Python
      MIT License
      130000Updated Jul 12, 2024Jul 12, 2024
    • Code for paper "SRAP-Agent: Simulating and Optimizing Scarce Resource Allocation Policy with LLM-Based Agent"
      Python
      2100Updated May 24, 2024May 24, 2024
    • GNSL

      Public
      Code for paper "Exploring Neural Scaling Law and Data Pruning Methods For Node Classification on Large-scale Graphs"
      Python
      1000Updated May 19, 2024May 19, 2024
    • PolyGCL

      Public
      Code for paper "PolyGCL: GRAPH CONTRASTIVE LEARNING via Learnable Spectral Polynomial Filters"
      Python
      2000Updated Mar 17, 2024Mar 17, 2024
    • ChebNetII

      Public
      Code for paper "Convolutional Neural Networks on Graphs with Chebyshev Approximation, Revisited"
      Python
      9200Updated Oct 6, 2023Oct 6, 2023
    • Code for paper "Graph Neural Networks with Learnable and Optimal Polynomial Bases"
      Python
      2100Updated Aug 27, 2023Aug 27, 2023
    • PSHGCN

      Public
      Code for paper "Spectral Heterogeneous Graph Convolutions via Positive Noncommutative Polynomials"
      Python
      4100Updated Jun 14, 2023Jun 14, 2023
    • Code for paper "Clenshaw Graph Neural Networks"
      Python
      1100Updated Jun 6, 2023Jun 6, 2023
    • Code for paper "Estimating Single-Node PageRank in O(min{d_t, \sqrt{m}}) Time"
      HTML
      2000Updated Jun 6, 2023Jun 6, 2023
    • MGNN

      Public
      Code for paper "MGNN: Graph Neural Networks Inspired by the Distance Geometry Problem"
      Python
      3000Updated Jun 4, 2023Jun 4, 2023
    • Code for paper "Decoupled Graph Neural Networks for Large Dynamic Graphs"
      Python
      2000Updated May 18, 2023May 18, 2023
    • BernNet

      Public
      Code for paper "BernNet: Learning Arbitrary Graph Spectral Filters via Bernstein Approximation"
      MATLAB
      17100Updated Apr 23, 2023Apr 23, 2023
    • Preformer

      Public
      Code for paper "Preformer: Predictive Transformer with Multi-Scale Segment-Wise Correlations for Long-Term Time Series Forecasting"
      Python
      MIT License
      4000Updated Feb 17, 2023Feb 17, 2023
    • PGST

      Public
      Code for paper "Approximating Probabilistic Group Steiner Trees in Graphs"
      C++
      2000Updated Dec 18, 2022Dec 18, 2022
    • EvenNet

      Public
      Code for paper "Evennet: Ignoring Odd-Hop Neighbors Improves Robustness of Graph Neural Networks"
      Gherkin
      4100Updated Oct 25, 2022Oct 25, 2022
    • Code for paper "Sampling-based Estimation of the Number of Distinct Values in Distributed Environment"
      Jupyter Notebook
      3100Updated Jun 3, 2022Jun 3, 2022
    • EdgePush

      Public
      Code for paper "Edge-based Local Push for Personalized PageRank"
      HTML
      3000Updated Mar 31, 2022Mar 31, 2022
    • RBS

      Public
      Code for paper "Personalized PageRank to a Target Node, Revisited"
      HTML
      2000Updated Nov 2, 2021Nov 2, 2021
    • Code for paper "Approximate Graph Propagation"
      C++
      5000Updated Oct 30, 2021Oct 30, 2021
    • Code for paper "Unifying the Global and Local Approaches: An Efficient Power Iteration with Forward Push"
      C++
      BSD 3-Clause "New" or "Revised" License
      4000Updated Oct 23, 2021Oct 23, 2021