PeterGriffinJin / PattonLinks
Patton: Language Model Pretraining on Text-rich Networks (ACL 2023 main oral)
☆32Updated last year
Alternatives and similar repositories for Patton
Users that are interested in Patton are comparing it to the libraries listed below
Sorting:
- A framework to empover LLMs on graph reasoning and generation. Refer to our paper: https://arxiv.org/pdf/2402.08785.pdf☆80Updated last year
- Official Repo of SimTeG☆43Updated last year
- ☆133Updated 10 months ago
- Official repository of "Can Language Models Solve Graph Problems in Natural Language?". NeurIPS 2023 (Spotlight)☆144Updated last year
- ☆100Updated 2 years ago
- UniGraph: Learning a Unified Cross-Domain Foundation Model for Text-Attributed Graphs (KDD'25)☆23Updated 8 months ago
- Code for the paper "ConGraT: Self-Supervised Contrastive Pretraining for Joint Graph and Text Embeddings" -- TextGraphs-17 @ ACL 2024☆24Updated 3 months ago
- ☆35Updated 2 years ago
- A generative one-for-all model for joint graph language modeling☆49Updated 3 weeks ago
- GraphLLM: Boosting Graph Reasoning Ability of Large Language Model (IEEE Transactions on Big Data)☆123Updated 2 weeks ago
- Code for AAAI'24 paper "Graph Neural Prompting with Large Language Models".☆48Updated last year
- ☆29Updated 2 years ago
- [ICML2024] "LLaGA: Large Language and Graph Assistant", Runjin Chen, Tong Zhao, Ajay Jaiswal, Neil Shah, Zhangyang Wang☆147Updated last year
- A curated list of papers and resources about multimodal learning on graphs.☆42Updated 11 months ago
- GFT: Graph Foundation Model with Transferable Tree Vocabulary, NeurIPS 2024.☆59Updated 8 months ago
- Comprehensive Benchmark Dataset for Dynamic Text-Attributed Graphs☆47Updated last year
- [CIKM2024] Retrieval-enhanced Knowledge Editing in Language Models for Multi-Hop Question Answering☆38Updated last year
- Lifelong Embedding Learning and Transfer for Growing Knowledge Graphs, AAAI 2023☆33Updated 3 years ago
- A curated list of resources for graph prompting methods☆29Updated 2 years ago
- Code for the paper "Spectrum Guided Topology Augmentation for Graph Contrastive Learning"☆11Updated 2 years ago
- Implementation of GraphPrompter (The Web Conference 2024 Short Paper)☆36Updated last year
- Facilitating learning, using, and designing graph processing pipelines/models systematically.☆27Updated 3 years ago
- Official implementation of paper "Efficient Tuning and Inference for Large Language Models on Textual Graphs"☆37Updated last year
- Heterformer: Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich Networks (KDD 2023)☆27Updated last year
- NIPS 24: Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insights☆50Updated last year
- Official implementation of 'All in One and One for All: A Simple yet Effective Method towards Cross-domain Graph Pretraining' published i…☆46Updated last year
- Official repository for NeurIPS'23 paper: GraphPatcher: Mitigating Degree Bias for Graph Neural Networks via Test-time Augmentation☆18Updated 2 years ago
- An implement of CompGCN in Pytorch and DGL.☆36Updated last year
- The official implement of NeurIPS'24 Datasets and Benchmarks Track paper: GLBench: A Comprehensive Benchmark for Graphs with Large Langua…☆72Updated last year
- Official repository of FactKG☆59Updated 9 months ago