[ICLR 2025] Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation
☆160Jan 27, 2025Updated last year
Alternatives and similar repositories for SubgraphRAG
Users that are interested in SubgraphRAG are comparing it to the libraries listed below
Sorting:
- GNN-RAG: Graph Neural Retrieval for Large Language Modeling Reasoning☆419Jun 12, 2024Updated last year
- Code and Data for "FaithfulRAG: Fact-Level Conflict Modeling for Context-Faithful Retrieval-Augmented Generation" (ACL25)☆29Oct 26, 2025Updated 4 months ago
- Official code for SPE☆17Sep 15, 2024Updated last year
- ☆107Feb 18, 2025Updated last year
- [ICML 2025] Generalization Principles for Inference over Text-Attributed Graphs with Large Language☆21Jul 15, 2025Updated 8 months ago
- The repository for 'Unsupervised Learning for Combinatorial Optimization with Principled Proxy Design'☆16Oct 9, 2022Updated 3 years ago
- [Preprint] Graph State Space Convolution (GSSC)☆14Jun 11, 2024Updated last year
- [ICML 2024] Code for Pairwise Alignment Improves Graph Domain Adaptation (Pair-Align)☆14Jun 15, 2024Updated last year
- DP-GNN design that ensures both model weights and inference procedure differentially private (NeurIPS 2023)☆11Oct 14, 2023Updated 2 years ago
- [ICLR 2025 Spotlight] LayerDAG: A Layerwise Autoregressive Diffusion Model of Directed Acyclic Graphs☆26Jan 26, 2025Updated last year
- [ICML 2024 Oral] LSH-Based Efficient Point Transformer (HEPT)☆24Jan 24, 2025Updated last year
- Official Implementation of NeurIPS 2024 paper "G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question A…☆535Mar 19, 2025Updated last year
- [NeurIPS 2025] Official resources of "HyperGraphRAG: Retrieval-Augmented Generation via Hypergraph-Structured Knowledge Representation".☆352Sep 22, 2025Updated 5 months ago
- ☆58Jul 10, 2025Updated 8 months ago
- Official Implementation of ICML 2025 Paper: "Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Mode…☆238May 20, 2025Updated 10 months ago
- Official Implementation for "Scaling Attributed Network Embedding to Massive Graphs"☆18Jan 30, 2024Updated 2 years ago
- An Open and Unified Benchmark for Graph Condensation (submitted to NeurIPS 2024 Datasets and Benchmarks Track)☆20Aug 15, 2024Updated last year
- [ICML'25] "Rethinking Addressing in Language Models via Contextualized Equivariant Positional Encoding" by Jiajun Zhu, Peihao Wang, Ruisi…☆14Jun 6, 2025Updated 9 months ago
- Code for Paper ACL'25: FiDELIS: Faithful Reasoning of Large Language Model on Knowledge Graph Question Answering☆18May 8, 2025Updated 10 months ago
- [ICML 2023] Structural Re-weighting Improves Graph Domain Adaptation (StruRW)☆22Jun 20, 2023Updated 2 years ago
- [VLDB'22] SUREL is a novel walk-based computation framework for efficient subgraph-based graph representation learning.☆20Apr 10, 2025Updated 11 months ago
- [NeurIPS'25, ICLR'26] Graph Foundation Model for Retrieval Augmented Generation☆225Feb 25, 2026Updated 3 weeks ago
- [TMLR] GraphMaker: Can Diffusion Models Generate Large Attributed Graphs?☆66Apr 25, 2025Updated 10 months ago
- Awesome-GraphRAG: A curated list of resources (surveys, papers, benchmarks, and opensource projects) on graph-based retrieval-augmented g…☆2,183Mar 4, 2026Updated 2 weeks ago
- [ACL2025 demo track] ROGRAG: A Robustly Optimized GraphRAG Framework☆196Dec 12, 2025Updated 3 months ago
- [CIKM2024] Retrieval-enhanced Knowledge Editing in Language Models for Multi-Hop Question Answering☆39Jan 12, 2025Updated last year
- [NeurIPS 2024] Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs☆89Jan 13, 2025Updated last year
- ☆195Jun 2, 2025Updated 9 months ago
- Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)☆300Dec 24, 2024Updated last year
- The official implementation of DIG-MILP☆14Oct 27, 2023Updated 2 years ago
- Graphusion☆24Feb 27, 2025Updated last year
- Implementation of 12 AI agents evaluation techniques☆37Jul 31, 2025Updated 7 months ago
- code and data for Continuous-Time Graph Learning for Cascade Popularity Prediction, IJCAI 2023☆11Jul 3, 2023Updated 2 years ago
- [ICLR 2025] This is the official implementation for the paper: "Large Language Models Meet Symbolic Provers for Logical Reasoning Evaluat…☆44Jun 11, 2025Updated 9 months ago
- [CVPR 2025] Docopilot: Improving Multimodal Models for Document-Level Understanding☆36Jul 22, 2025Updated 7 months ago
- X-Reasoner: Towards Generalizable Reasoning Across Modalities and Domains☆50Feb 4, 2026Updated last month
- [ICLR 2023] "Equivariant Hypergraph Diffusion Neural Operators" by Peihao Wang, Shenghao Yang, Yunyu Liu, Zhangyang Wang, Pan Li☆51Aug 16, 2024Updated last year
- Code for AAAI'24 paper "Graph Neural Prompting with Large Language Models".☆35Apr 29, 2025Updated 10 months ago
- [ACL 2024] Official resources of "ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Larg…☆337Sep 22, 2025Updated 5 months ago