[ICLR 2025] Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation
☆186Jan 27, 2025Updated last year
Alternatives and similar repositories for SubgraphRAG
Users that are interested in SubgraphRAG are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆126Feb 18, 2025Updated last year
- Official Implementation of EMNLP 2024 paper "Less is More: Making Smaller Language Models Competent Subgraph Retrievers for Multi-hop KGQ…☆13Aug 11, 2025Updated last year
- Code for Paper ACL'25: FiDELIS: Faithful Reasoning of Large Language Model on Knowledge Graph Question Answering☆24May 8, 2025Updated last year
- Official Implementation of ICML 2025 Paper: "Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Mode…☆268May 20, 2025Updated last year
- GNN-RAG: Graph Neural Retrieval for Large Language Modeling Reasoning☆448Jun 12, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"☆534Mar 5, 2025Updated last year
- Code for GeSS: Benchmarking Geometric Deep Learning under Scientific Applications with Distribution Shifts☆16Dec 28, 2024Updated last year
- Official Implementation of NeurIPS 2024 paper "G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question A…☆557Mar 19, 2025Updated last year
- DP-GNN design that ensures both model weights and inference procedure differentially private (NeurIPS 2023)☆12Oct 14, 2023Updated 3 years ago
- Awesome-GraphRAG: A curated list of resources (surveys, papers, benchmarks, and opensource projects) on graph-based retrieval-augmented g…☆2,681Jun 2, 2026Updated 4 months ago
- Think-on-Graph 3.0: Efficient and Adaptive LLM Reasoning on Heterogeneous Graphs via Multi-Agent Dual-Evolving Context Retrieval☆94Apr 9, 2026Updated 6 months ago
- ☆20May 8, 2026Updated 5 months ago
- [NeurIPS 2024] Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs☆100Jan 13, 2025Updated last year
- This is the official github repo of Think-on-Graph (ICLR 2024). If you are interested in our work or willing to join our research team in…☆665Mar 24, 2024Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Source code of LogicRAG at AAAI'26.☆239Jul 19, 2026Updated 3 months ago
- ☆205Jun 2, 2025Updated last year
- [ICML 2024 Oral] LSH-Based Efficient Point Transformer (HEPT)☆27Jan 24, 2025Updated last year
- Code and Data for "FaithfulRAG: Fact-Level Conflict Modeling for Context-Faithful Retrieval-Augmented Generation" (ACL25)☆39Oct 26, 2025Updated last year
- [NeurIPS 2025] Official resources of "HyperGraphRAG: Retrieval-Augmented Generation via Hypergraph-Structured Knowledge Representation".☆460May 12, 2026Updated 5 months ago
- [ICML 2025] Generalization Principles for Inference over Text-Attributed Graphs with Large Language☆22Jul 15, 2025Updated last year
- The pytorch implementation of Subgraph Retrieval Enhanced Model for Multi-hop Knowledge Base Question Answering☆118Oct 1, 2022Updated 4 years ago
- ☆602Mar 30, 2025Updated last year
- [Preprint] Graph State Space Convolution (GSSC)☆14Jun 11, 2024Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Code for AAAI'24 paper "Graph Neural Prompting with Large Language Models".☆38Apr 29, 2025Updated last year
- The repository for 'Unsupervised Learning for Combinatorial Optimization with Principled Proxy Design'☆16Oct 9, 2022Updated 4 years ago
- ☆18Oct 12, 2025Updated last year
- Generate-on-Graph: Treat LLM as both Agent and KG for Incomplete Knowledge Graph Question Answering. EMNLP 2024 Main☆76Oct 24, 2024Updated 2 years ago
- [ICLR 2025 Spotlight] LayerDAG: A Layerwise Autoregressive Diffusion Model of Directed Acyclic Graphs☆30Jan 26, 2025Updated last year
- Document-level Retrieval Augmented Knowledge Graph Construction☆203Oct 11, 2025Updated last year
- This repository is a collection of existing KGQA datasets in the form of the 🤗 huggingface datasets -> https://github.com/huggingface/d…☆119Jan 8, 2024Updated 2 years ago
- The official repo of GraphRAG-Bench for evaluating GraphRAG models. "When to use Graphs in RAG: A Comprehensive Analysis for Graph Retrie…☆514Jun 7, 2026Updated 4 months ago
- ☆25Jul 2, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆20Jun 30, 2025Updated last year
- [ICML2024] "LLaGA: Large Language and Graph Assistant", Runjin Chen, Tong Zhao, Ajay Jaiswal, Neil Shah, Zhangyang Wang☆165Sep 4, 2024Updated 2 years ago
- [NeurIPS 2025] CAM: A Constructivist View of Agentic Memory for LLM-Based Reading Comprehension☆22Oct 8, 2025Updated last year
- ☆15Sep 10, 2024Updated 2 years ago
- Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)☆309Dec 24, 2024Updated last year
- [Paper][ACM MM 2024] Making Large Language Models Perform Better in Knowledge Graph Completion☆214Aug 12, 2024Updated 2 years ago
- [ICLR'26] A scalable, effective, and general way to augment LLMs with billion-scale knowledge graphs using very little GPU memory cost.☆26Jan 27, 2026Updated 9 months ago