[ICLR 2025] Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation
☆155Jan 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:
- Code for GeSS: Benchmarking Geometric Deep Learning under Scientific Applications with Distribution Shifts☆16Dec 28, 2024Updated last year
- ☆106Feb 18, 2025Updated last year
- Code and Data for "FaithfulRAG: Fact-Level Conflict Modeling for Context-Faithful Retrieval-Augmented Generation" (ACL25)☆29Oct 26, 2025Updated 4 months ago
- GNN-RAG: Graph Neural Retrieval for Large Language Modeling Reasoning☆413Jun 12, 2024Updated last year
- Official code for SPE☆17Sep 15, 2024Updated last year
- [NeurIPS 2025] Official resources of "HyperGraphRAG: Retrieval-Augmented Generation via Hypergraph-Structured Knowledge Representation".☆333Sep 22, 2025Updated 5 months ago
- [ICML 2025] Generalization Principles for Inference over Text-Attributed Graphs with Large Language☆21Jul 15, 2025Updated 7 months ago
- DP-GNN design that ensures both model weights and inference procedure differentially private (NeurIPS 2023)☆11Oct 14, 2023Updated 2 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
- The repository for 'Unsupervised Learning for Combinatorial Optimization with Principled Proxy Design'☆16Oct 9, 2022Updated 3 years ago
- [ICLR 2025 Spotlight] LayerDAG: A Layerwise Autoregressive Diffusion Model of Directed Acyclic Graphs☆26Jan 26, 2025Updated last year
- [ICLR 2023] Learnable Randomness Injection (LRI) for interpretable Geometric Deep Learning.☆24Jul 18, 2023Updated 2 years ago
- An Open and Unified Benchmark for Graph Condensation (submitted to NeurIPS 2024 Datasets and Benchmarks Track)☆20Aug 15, 2024Updated last year
- [TMLR] GraphMaker: Can Diffusion Models Generate Large Attributed Graphs?☆66Apr 25, 2025Updated 10 months ago
- ☆12Dec 15, 2025Updated 2 months ago
- [ACL2025 demo track] ROGRAG: A Robustly Optimized GraphRAG Framework☆194Dec 12, 2025Updated 2 months ago
- [ICML 2024 Oral] LSH-Based Efficient Point Transformer (HEPT)☆24Jan 24, 2025Updated last year
- Official Implementation of ICML 2025 Paper: "Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Mode…☆234May 20, 2025Updated 9 months ago
- Learning to Skip the Middle Layers of Transformers☆17Aug 7, 2025Updated 6 months ago
- a general information propagation algorithm for graph learning☆13Jun 15, 2021Updated 4 years ago
- Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"☆494Mar 5, 2025Updated 11 months ago
- [NeurIPS'25, ICLR'26] Graph Foundation Model for Retrieval Augmented Generation☆217Jan 26, 2026Updated last month
- ☆28May 24, 2025Updated 9 months ago
- [EMNLP 2024] TRACE the Evidence: Constructing Knowledge-Grounded Reasoning Chains for Retrieval-Augmented Generation☆34Apr 2, 2025Updated 10 months ago
- An interactive thinking and deep reasoning model. It provides a cognitive reasoning paradigm for complex multi-hop problems.☆79Nov 14, 2025Updated 3 months ago
- Codes for our paper "AgentMonitor: A Plug-and-Play Framework for Predictive and Secure Multi-Agent Systems"☆13Dec 13, 2024Updated last year
- Official implementation of Self-Taught Agentic Long Context Understanding (ACL 2025).☆12Sep 22, 2025Updated 5 months ago
- ☆16Jun 10, 2025Updated 8 months ago
- ☆54Jan 15, 2026Updated last month
- ☆13Apr 7, 2025Updated 10 months ago
- [ICML'25] "Rethinking Addressing in Language Models via Contextualized Equivariant Positional Encoding" by Jiajun Zhu, Peihao Wang, Ruisi…☆14Jun 6, 2025Updated 8 months ago
- Source code of paper: Process vs. Outcome Reward: Which is Better for Agentic RAG Reinforcement Learning☆45Jun 24, 2025Updated 8 months ago
- Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)☆298Dec 24, 2024Updated last year
- A framework to empover LLMs on graph reasoning and generation. Refer to our paper: https://arxiv.org/pdf/2402.08785.pdf☆80Jul 29, 2024Updated last year
- [NeurIPS 2024] Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs☆89Jan 13, 2025Updated last year
- Awesome-GraphRAG: A curated list of resources (surveys, papers, benchmarks, and opensource projects) on graph-based retrieval-augmented g…☆2,127Feb 6, 2026Updated 3 weeks ago
- Code for Paper ACL'25: FiDELIS: Faithful Reasoning of Large Language Model on Knowledge Graph Question Answering☆18May 8, 2025Updated 9 months ago
- [EMNLP'25 findings] This is the official repo for the paper, HiRAG: Retrieval-Augmented Generation with Hierarchical Knowledge.☆515Nov 19, 2025Updated 3 months ago