PeterGriffinJin / Patton
Patton: Language Model Pretraining on Text-rich Networks (ACL 2023 main oral)
☆27Updated this week
Alternatives and similar repositories for Patton:
Users that are interested in Patton are comparing it to the libraries listed below
- Official Repo of SimTeG☆39Updated 10 months ago
- A framework to empover LLMs on graph reasoning and generation. Refer to our paper: https://arxiv.org/pdf/2402.08785.pdf☆77Updated 6 months ago
- ☆87Updated last year
- Implementation of our CIKM'2024 paper "Retrieval-enhanced Knowledge Editing in Language Models for Multi-Hop Question Answering"☆29Updated last month
- [ICML2024] "LLaGA: Large Language and Graph Assistant", Runjin Chen, Tong Zhao, Ajay Jaiswal, Neil Shah, Zhangyang Wang☆92Updated 5 months ago
- ☆125Updated last year
- A generative one-for-all model for joint graph language modeling☆23Updated 2 months ago
- ☆23Updated 5 months ago
- ☆25Updated last year
- A curated list of resources for graph prompting methods☆28Updated last year
- Official repository for NeurIPS'23 paper: GraphPatcher: Mitigating Degree Bias for Graph Neural Networks via Test-time Augmentation☆16Updated last year
- ☆34Updated last year
- Official repository of "Can Language Models Solve Graph Problems in Natural Language?". NeurIPS 2023 (Spotlight)☆119Updated 5 months ago
- Edgeformers: Graph-Empowered Transformers for Representation Learning on Textual-Edge Networks (ICLR 2023)☆60Updated last year
- Official implementation of GraphCLIP: Enhancing Transferability in Graph Foundation Models for Text-Attributed Graphs☆34Updated last month
- Implementation of GraphPrompter (The Web Conference 2024 Short Paper)☆25Updated 10 months ago
- GraphLLM: Boosting Graph Reasoning Ability of Large Language Model☆103Updated last year
- GFT: Graph Foundation Model with Transferable Tree Vocabulary, NeurIPS 2024.☆32Updated 3 months ago
- A curated list of papers and resources about multimodal learning on graphs.☆24Updated last month
- NIPS 24: Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insights☆39Updated last month
- [NeurIPS 2024 🔥] TEG-DB: A Comprehensive Dataset and Benchmark of Textual-Edge Graphs☆32Updated last month
- [ICLR 2024] VQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs☆87Updated 11 months ago
- Official implementation of 'All in One and One for All: A Simple yet Effective Method towards Cross-domain Graph Pretraining' published i…☆32Updated 3 months ago
- Code for the paper "Spectrum Guided Topology Augmentation for Graph Contrastive Learning"☆10Updated last year
- Heterformer: Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich Networks (KDD 2023)☆21Updated last year
- Ongoing project: a library for graph foundation model☆13Updated last year
- Facilitating learning, using, and designing graph processing pipelines/models systematically.☆27Updated 2 years ago
- ☆16Updated 8 months ago
- Benchmark☆88Updated 10 months ago
- The official implement of NeurIPS'24 Datasets and Benchmarks Track paper: GLBench: A Comprehensive Benchmark for Graphs with Large Langua…☆54Updated 3 months ago