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A new benchmark for Temporal Graph Learning

Python 2 1 Updated Feb 26, 2025
Python 2 Updated Jul 27, 2024
Python 4 Updated Aug 2, 2023

Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

Python 2,603 612 Updated Jan 19, 2020
Python 8 Updated May 18, 2023

This is the repository for the generative information retrieval survey.

153 7 Updated Dec 17, 2024

A library for efficient similarity search and clustering of dense vectors.

C++ 33,318 3,772 Updated Feb 28, 2025

code and data for Improving Temporal Link Prediction via Temporal Walk Matrix Projection, NeurIPS 2024

Python 6 Updated Oct 5, 2024

Official Pytorch implementation of NeuralWalker

Python 28 2 Updated Jun 6, 2024

This is a list of peer-reviewed representative papers on deep learning dynamics (optimization dynamics of neural networks). The success of deep learning attributes to both network architecture and …

264 24 Updated Apr 10, 2024

[ICLR 2023 notable top-5%] Rethinking the Expressive Power of GNNs via Graph Biconnectivity (official implementation)

Python 103 11 Updated Jul 25, 2023

Official code for SPE

Python 13 Updated Sep 15, 2024

Polynormer: Polynomial-Expressive Graph Transformer in Linear Time

Python 40 2 Updated Apr 6, 2024

A library for subgraph GNN based on pyg

Python 41 Updated Nov 28, 2024

Writing AI Conference Papers: A Handbook for Beginners

1,966 68 Updated Feb 13, 2025

Distance Encoding for GNN Design

Jupyter Notebook 187 26 Updated Mar 20, 2021

The official implementation for NeurIPS2023 paper "SGFormer: Simplifying and Empowering Transformers for Large-Graph Representations"

Python 232 20 Updated Aug 14, 2024
Python 170 18 Updated Jan 8, 2025
Python 2 Updated Sep 5, 2021

[NeurIPS'24] Temporal Graph Neural Tangent Kernel with Graphon-Guaranteed

Python 5 Updated Nov 15, 2024

Temporal Graph Rewiring Method with Expander Graphs

Python 11 1 Updated Oct 18, 2024

Code Collection Repo for OAG-Bench [KDD'24]

6 Updated Aug 29, 2024

Python library assists deep learning on graphs

Python 555 57 Updated Nov 11, 2023

here you can find the material used for our Tutorials

Jupyter Notebook 100 21 Updated Jan 21, 2022

[NeurIPS 2024] Implementation of "Classic GNNs are Strong Baselines: Reassessing GNNs for Node Classification"

Python 120 10 Updated Dec 7, 2024

Benchmark

Python 90 11 Updated Apr 9, 2024

OpenDataVal: a Unified Benchmark for Data Valuation in Python (NeurIPS 2023)

Python 94 7 Updated Feb 4, 2025

CiteME is a benchmark designed to test the abilities of language models in finding papers that are cited in scientific texts.

Python 41 4 Updated Nov 1, 2024

NIPS 24: Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insights

Python 42 3 Updated Dec 21, 2024
Python 4 Updated Jun 14, 2023
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