XMUDeepLIT/MemGraphRAG

[ICLR 2026] Youtu-GraphRAG: Vertically Unified Agents for Graph Retrieval-Augmented Complex Reasoning

(AAAI 2026) Knowledge-Graph-Based Generation with Semantic Aggregation and Hierarchical Retrieval

[NeurIPS'24] HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge across external documents. RAG + Knowledge Graphs + Personalized PageRank.

[NeurIPS'25, ICLR'26] Graph Foundation Model for Retrieval Augmented Generation

In-depth study of the graphrag

[EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation

RAG that intelligently adapts to your use case, data, and queries

Awesome-GraphRAG: A curated list of resources (surveys, papers, benchmarks, and opensource projects) on graph-based retrieval-augmented generation.

Ontology-aligned middleware for agentic graph memory. Python SDK, runtime, and reproducible indexing/query experiments.