yuziGuo / PolyFilterPlayground
☆14Updated 3 months ago
Alternatives and similar repositories for PolyFilterPlayground:
Users that are interested in PolyFilterPlayground are comparing it to the libraries listed below
- ☆12Updated last year
- ☆54Updated 6 months ago
- Benchmark☆95Updated 11 months ago
- A Critical Look at the Evaluation of GNNs under Heterophily: Are We Really Making Progress?☆112Updated 2 years ago
- An atlas of text-attributed graph datasets in the era of large graph and language model.☆50Updated 3 months ago
- Pytorch implementation of EvenNet.☆19Updated 2 years ago
- Papers about Graph Contrastive Learning and Graph Self-supervised Learning on Graphs with Heterophily☆36Updated last year
- ☆17Updated 2 months ago
- PyTorch implementation of "BernNet: Learning Arbitrary Graph Spectral Filters via Bernstein Approximation"☆54Updated last year
- Instant Graph Neural Networks for Dynamic Graphs☆10Updated 2 years ago
- ☆171Updated last year
- [NeurIPS 2021] Large Scale Learning on Non-Homophilous Graphs: New Benchmarks and Strong Simple Methods☆122Updated 2 years ago
- The official implement of NeurIPS'24 Datasets and Benchmarks Track paper: GLBench: A Comprehensive Benchmark for Graphs with Large Langua…☆55Updated 5 months ago
- A fundational graph learning framework that solves cross-domain/cross-task classification problems using one model.☆207Updated 10 months ago
- ☆135Updated last year
- Papers about out-of-distribution generalization on graphs.☆166Updated last year
- Awesome Graph Condensation Papers☆35Updated 2 weeks ago
- The official implement of SIGKDD'24 paper: ZeroG: Investigating Cross-dataset Zero-shot Transferability in Graphs☆28Updated 7 months ago
- ☆107Updated last year
- NIPS 24: Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insights☆42Updated 3 months ago
- Long-range Meta-path Search through Progressive Sampling on Large-scale Heterogeneous Information Networks☆13Updated 3 months ago
- Code for OGC and GGCM☆14Updated 6 months ago
- Augmenting Low-Resource Text Classification with Graph-Grounded Pre-training and Prompting. SIGIR-2023☆31Updated 2 months ago
- A Survey of Learning from Graphs with Heterophily☆128Updated last month
- ☆12Updated last year
- Official Implementation of ICLR 2024 paper "Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representat…☆220Updated 10 months ago
- Advances on machine learning of dynamic (temporal) graphs, covering the reading list of recent top academic conferences.☆57Updated last year
- ☆17Updated 4 months ago
- [WWW 2024] Code and data for "On the Feasibility of Simple Transformer for Dynamic Graph Modeling"☆25Updated 6 months ago
- A PyTorch implementation of "Can Large Language Models Improve the Adversarial Robustness of Graph Neural Networks?" (KDD 2025)☆16Updated last month