WxxShirley / GNN4TaskPlan
Official implementation for paper "Can Graph Learning Improve Task Planning?" https://arxiv.org/abs/2405.19119
☆37Updated last month
Related projects: ⓘ
- A framework to empover LLMs on graph reasoning and generation. Refer to our paper: https://arxiv.org/pdf/2402.08785.pdf☆63Updated last month
- Official repository of "Can Language Models Solve Graph Problems in Natural Language?". NeurIPS 2023 (Spotlight)☆101Updated 3 weeks ago
- [ICML2024] "LLaGA: Large Language and Graph Assistant", Runjin Chen, Tong Zhao, Ajay Jaiswal, Neil Shah, Zhangyang Wang☆60Updated 2 weeks ago
- Official Repo of SimTeG☆31Updated 5 months ago
- ☆75Updated last year
- PyTorch implementation of GraphGLOW: Universal and Generalizable Structure Learning for Graph Neural Networks☆34Updated last year
- ☆25Updated 11 months ago
- GLBench: A Comprehensive Benchmark for Graphs with Large Language Models☆27Updated last week
- GraphLLM: Boosting Graph Reasoning Ability of Large Language Model☆84Updated 9 months ago
- Official implementation of paper "Efficient Tuning and Inference for Large Language Models on Textual Graphs"☆22Updated 2 months ago
- The benchmark proposed in paper: GraphInstruct: Empowering Large Language Models with Graph Understanding and Reasoning Capability☆12Updated 6 months ago
- ☆110Updated last year
- A collection of papers and resources about Data-centric Graph Machine Learning (DC-GML).☆43Updated 10 months ago
- [ICLR 2024] VQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs☆72Updated 6 months ago
- GRENADE: Graph-Centric Language Model for Self-Supervised Representation Learning on Text-Attributed Graphs☆10Updated 5 months ago
- Official implementation of 'All in One and One for All: A Simple yet Effective Method towards Cross-domain Graph Pretraining' published i…☆21Updated 3 weeks ago
- ☆14Updated 3 weeks ago
- [KDD'2024] "HiGPT: Heterogenous Graph Language Models"☆100Updated 3 months ago
- GraphTranslator:Aligning Graph Model to Large Language Model for Open-ended Tasks☆68Updated 3 weeks ago
- Edgeformers: Graph-Empowered Transformers for Representation Learning on Textual-Edge Networks (ICLR 2023)☆54Updated last year
- Label-free Node Classification on Graphs with Large Language Models (LLMS)☆57Updated 9 months ago
- ☆22Updated 2 years ago
- Official Implementation of ICLR 2024 paper "Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representat…☆167Updated 3 months ago
- [WWW'2024] "GraphPro: Graph Pre-training and Prompt Learning for Recommendation"☆51Updated 3 months ago
- Implementation Codes for NeurIPS22 paper "Dynamic Graph Neural Networks Under Spatio-Temporal Distribution Shift"☆16Updated last year
- The code Implementation of the paper “Universal Prompt Tuning for Graph Neural Networks”.☆17Updated 11 months ago
- [WWW2022] Geometric Graph Representation Learning via Maximizing Rate Reduction☆25Updated 2 years ago
- Ongoing project: a library for graph foundation model☆13Updated 7 months ago
- [ICML 2022] "ProGCL: Rethinking Hard Negative Mining in Graph Contrastive Learning"☆41Updated 2 years ago
- ☆22Updated 3 months ago