PeterGriffinJin / PattonLinks
Patton: Language Model Pretraining on Text-rich Networks (ACL 2023 main oral)
☆29Updated 5 months ago
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☆78Updated 11 months ago
- Official Repo of SimTeG☆42Updated last year
- ☆128Updated 3 months ago
- ☆93Updated 2 years ago
- Code for the paper "ConGraT: Self-Supervised Contrastive Pretraining for Joint Graph and Text Embeddings" -- TextGraphs-17 @ ACL 2024☆22Updated 10 months ago
- ☆35Updated 2 years ago
- Official repository of "Can Language Models Solve Graph Problems in Natural Language?". NeurIPS 2023 (Spotlight)☆131Updated 10 months ago
- A generative one-for-all model for joint graph language modeling☆40Updated 3 weeks ago
- A curated list of papers and resources about multimodal learning on graphs.☆32Updated 4 months ago
- ☆27Updated last year
- Lifelong Embedding Learning and Transfer for Growing Knowledge Graphs, AAAI 2023☆31Updated 2 years ago
- A curated list of resources for graph prompting methods☆30Updated last year
- GraphLLM: Boosting Graph Reasoning Ability of Large Language Model☆111Updated last year
- Facilitating learning, using, and designing graph processing pipelines/models systematically.☆28Updated 3 years ago
- UniGraph: Learning a Unified Cross-Domain Foundation Model for Text-Attributed Graphs (KDD'25)☆12Updated last month
- Official repository for NeurIPS'23 paper: GraphPatcher: Mitigating Degree Bias for Graph Neural Networks via Test-time Augmentation☆16Updated last year
- Heterformer: Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich Networks (KDD 2023)☆26Updated last year
- ☆27Updated 10 months ago
- Code for the paper "Spectrum Guided Topology Augmentation for Graph Contrastive Learning"☆11Updated last year
- [CIKM2024] Retrieval-enhanced Knowledge Editing in Language Models for Multi-Hop Question Answering☆36Updated 6 months ago
- Official implementation of GraphCLIP: Enhancing Transferability in Graph Foundation Models for Text-Attributed Graphs☆50Updated 4 months ago
- Official Code: TheWebConf 2022 Compact Graph Structure Learning via Mutual Information Compression☆24Updated last year
- [ICML2024] "LLaGA: Large Language and Graph Assistant", Runjin Chen, Tong Zhao, Ajay Jaiswal, Neil Shah, Zhangyang Wang☆124Updated 10 months ago
- ☆23Updated 3 years ago
- Code for AAAI'24 paper "Graph Neural Prompting with Large Language Models".☆46Updated 5 months ago
- An implement of CompGCN in Pytorch and DGL.☆37Updated 11 months ago
- Official implementation of paper "Efficient Tuning and Inference for Large Language Models on Textual Graphs"☆33Updated last year
- Pre-training Multi-task Contrastive Learning Models for Scientific Literature Understanding (Findings of EMNLP'23)☆11Updated 10 months ago
- Official implementation of “Code Recommendation for Open Source Software Developers" at The Web Conference 2023 (WWW 2023).☆17Updated 2 years ago
- Subgraph Based Learning of Contextual Embedding☆29Updated 3 years ago