[ICLR 2024] VQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs
☆107Mar 12, 2024Updated 2 years ago
Alternatives and similar repositories for VQGraph
Users that are interested in VQGraph are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code & data for ICLR'23 Spotlight paper "Learning MLPs on Graphs: A Unified View of Effectiveness, Robustness, and Efficiency".☆34Feb 28, 2023Updated 3 years ago
- Official implementation of our VQ-GNN paper (NeurIPS2021)☆38Nov 10, 2021Updated 4 years ago
- Code for AAAI 2023 (Oral) paper "Extracting Low-/High- Frequency Knowledge from Graph Neural Networks and Injecting it into MLPs: An Effe…☆27Jul 20, 2024Updated 2 years ago
- [NeurIPS 2023] "Rethinking Tokenizer and Decoder in Masked Graph Modeling for Molecules"☆41Mar 16, 2024Updated 2 years ago
- The official Implementation for TKDE paper "Individual and Structural Graph Information Bottlenecks for Out-of-Distribution Generalizatio…☆14Aug 6, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- NIPS 24: Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insights☆52Dec 21, 2024Updated last year
- The official implementation for "Geometric Knowledge Distillation: Topology Compression for Graph Neural Networks" which is accepted to N…☆22May 7, 2024Updated 2 years ago
- Pytorch implementation for ICLR24:"Online GNN Evaluation Under Test-Time Graph Distribution Shifts"☆16Mar 23, 2024Updated 2 years ago
- PyTorch implementation of AmalgamateGNN (CVPR'21)☆21Jul 29, 2022Updated 3 years ago
- [ICML2024] "LLaGA: Large Language and Graph Assistant", Runjin Chen, Tong Zhao, Ajay Jaiswal, Neil Shah, Zhangyang Wang☆159Sep 4, 2024Updated last year
- A generative one-for-all model for joint graph language modeling☆54Jan 21, 2026Updated 6 months ago
- GFT: Graph Foundation Model with Transferable Tree Vocabulary, NeurIPS 2024.☆63May 22, 2025Updated last year
- GraphPrompt: Unifying Pre-Training and Downstream Tasks for Graph Neural Networks☆169Oct 25, 2024Updated last year
- This is the official code repository for "Graph Neural Networks are Inherently Good Generalizers: Insights by Bridging GNNs and MLPs".☆91May 28, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Subgraphormer: Unifying Subgraph GNNs and Graph Transformers via Graph Products (ICML 2024)☆11Jul 13, 2024Updated 2 years ago
- Awesome Papers About Performing Prompting On Graphs☆425May 15, 2025Updated last year
- [ICLR 2025] Implementation of "Node Identifiers: Compact, Discrete Representations for Efficient Graph Learning"☆17Jun 6, 2025Updated last year
- [ICLR 2022] Code for Graph-less Neural Networks: Teaching Old MLPs New Tricks via Distillation (GLNN)☆95Oct 22, 2024Updated last year
- Pytorch implementation of NeurIPS-23:"Structure-free Graph Condensation (SFGC): From Large-scale Graphs to Condensed Graph-free Data"☆38Oct 6, 2023Updated 2 years ago
- [EMNLP'2024] "OpenGraph: Towards Open Graph Foundation Models"☆337Oct 11, 2024Updated last year
- Label-free Node Classification on Graphs with Large Language Models (LLMS)☆94Nov 24, 2023Updated 2 years ago
- "GraphEdit: Large Language Models for Graph Structure Learning"☆143Jun 24, 2024Updated 2 years ago
- A fundational graph learning framework that solves cross-domain/cross-task classification problems using one model.☆254May 18, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆135Apr 3, 2025Updated last year
- The official implement of SIGKDD'24 paper: ZeroG: Investigating Cross-dataset Zero-shot Transferability in Graphs☆38Aug 8, 2024Updated last year
- ☆17Mar 14, 2024Updated 2 years ago
- [IJCAI 2024] Papers about graph reduction including graph coarsening, graph condensation, graph sparsification, graph summarization, etc.☆189Feb 25, 2026Updated 4 months ago
- [NeurIPS'23] Source code of "Data-Centric Learning from Unlabeled Graphs with Diffusion Model": A data-centric transfer learning framewor…☆22Jun 4, 2025Updated last year
- [WWW'2024] "GraphPro: Graph Pre-training and Prompt Learning for Recommendation"☆74Jun 10, 2024Updated 2 years ago
- Reconsidering the Performance of GAE in Link Prediction☆17Jan 12, 2026Updated 6 months ago
- GraphMAE2: A Decoding-Enhanced Masked Self-Supervised Graph Learner in WWW'23☆190Jul 6, 2023Updated 3 years ago
- GOOD: A Graph Out-of-Distribution Benchmark [NeurIPS 2022 Datasets and Benchmarks]☆211Feb 21, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [SIGIR'2024] "GraphGPT: Graph Instruction Tuning for Large Language Models"☆835Jun 25, 2024Updated 2 years ago
- [NeurIPS 2021] Large Scale Learning on Non-Homophilous Graphs: New Benchmarks and Strong Simple Methods☆128Jul 22, 2022Updated 3 years ago
- Must-read papers on graph foundation models (GFMs)☆378Aug 24, 2025Updated 10 months ago
- A Unified Python Library for Graph Prompting☆584Jun 2, 2026Updated last month
- the code of MoG☆22Aug 6, 2024Updated last year
- the source code of IJCAI 2023 paper "Multi-Scale subgraph contrastive learning"☆11Apr 25, 2023Updated 3 years ago
- A framework to empover LLMs on graph reasoning and generation. Refer to our paper: https://arxiv.org/pdf/2402.08785.pdf☆79Jul 29, 2024Updated last year