Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
As of 23 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 44 inbound Pith citation observations for arXiv:2405.20139.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-16T04:46:38.637090Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-02T18:47:17.231591Z
0 of 0 outbound references displayed
External citation measurements
No source-named external measurement is stored.
No outbound reference observations are available for this paper version.
Observation 84d1262c-bf1c-4f7d-9aaa-97af6030fc45 · inbound
Retrieval-Augmented Generation for AI-Generated Content: A Survey GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning
Reference 283
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 8ccfae1a-1a00-4cd7-b9ca-62227accdcf1 · inbound
Graph Neural Networks on Graph Databases GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 706ebb36-2746-418b-a301-9fed3370c5fd · inbound
HybGRAG: Hybrid Retrieval-Augmented Generation on Textual and Relational Knowledge Bases GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d162ffec-b5a4-4501-8a51-4dd8587b9093 · inbound
Retrieval-Augmented Generation with Graphs (GraphRAG) GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning
Reference 289
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation c4969b90-a7fb-4c3c-acd4-985abe80dbb6 · inbound
Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2b0910f0-308a-4d78-97e0-26d78f57ead4 · inbound
FRAG: A Flexible Modular Framework for Retrieval-Augmented Generation based on Knowledge Graphs GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ccad6a3a-7c9f-470d-962e-c76aaf69051f · inbound
KET-RAG: A Cost-Efficient Multi-Granular Indexing Framework for Graph-RAG GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5ee03b85-9f66-4635-94dd-6e45ad8bccdb · inbound
ArchRAG: Attributed Community-based Hierarchical Retrieval-Augmented Generation GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation cc25faf9-731c-4563-9d8a-b5045fd52f3b · inbound
In-depth Analysis of Graph-based RAG in a Unified Framework GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation d1c0a102-5ad3-4e73-b738-989ce28aa46a · inbound
Distributed Retrieval-Augmented Generation GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ba965757-0c90-4259-acb7-00eca1fc99bb · inbound
Enhancing Large Language Models with Reward-guided Tree Search for Knowledge Graph Question and Answering GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 839421b2-98c5-49f7-8f1b-da2e0555a278 · inbound
Walk&Retrieve: Simple Yet Effective Zero-shot Retrieval-Augmented Generation via Knowledge Graph Walks GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 69df683a-c45e-4a71-a3a2-bb69d6605ed1 · inbound
Advancing Multi-Agent RAG Systems with Minimalist Reinforcement Learning GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 367c1c31-137b-4f5f-a3b2-1e57e96c502a · inbound
GPR: Empowering Generation with Graph-Pretrained Retriever GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2d8a0bb8-88c4-48ff-8d7f-821394629c8f · inbound
DRAG: Distilling RAG for SLMs from LLMs to Transfer Knowledge and Mitigate Hallucination via Evidence and Graph-based Distillation GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 91cbbd4b-8236-4d96-a6b2-059ea6b7870c · inbound
Graph Counselor: Adaptive Graph Exploration via Multi-Agent Synergy to Enhance LLM Reasoning GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 05412d9f-646f-473d-9a5c-ebf9022e508a · inbound
BioMol-MQA: A Multi-Modal Question Answering Dataset For LLM Reasoning Over Bio-Molecular Interactions GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning
Reference 76
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 393f3ea3-5d3f-4da9-a198-dd0b12bcee5f · inbound
LlamaRec-LKG-RAG: A Single-Pass, Learnable Knowledge Graph-RAG Framework for LLM-Based Ranking GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6a6b8ed1-b82d-45e4-82a5-f078aa5553cc · inbound
Learning Efficient and Generalizable Graph Retriever for Knowledge-Graph Question Answering GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bd8678e3-6792-4a54-9a0c-cad9e7b8a454 · inbound
Weak-to-Strong GraphRAG: Aligning Weak Retrievers with Large Language Models for Graph-based Retrieval Augmented Generation GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 34747141-de3d-4ffc-8e2b-cbb77a5f0254 · inbound
BYOKG-RAG: Multi-Strategy Graph Retrieval for Knowledge Graph Question Answering GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bc371a9b-7cae-4eb7-99c5-8b3541c8075e · inbound
KERAG_R: Knowledge-Enhanced Retrieval-Augmented Generation for Recommendation GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7c9f7f5a-4b59-4a70-98dc-78d0c93d3b28 · inbound
An Empirical Study of Multi-Agent RAG for Real-World University Admissions Counseling GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bcb0de51-c71d-4932-9045-be1c17341dda · inbound
Youtu-GraphRAG: Vertically Unified Agents for Graph Retrieval-Augmented Complex Reasoning GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3548fa0e-57c7-48b2-bbdc-64eff1e6bd2e · inbound
GOSU: Retrieval-Augmented Generation with Global-Level Optimized Semantic Unit-Centric Framework GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fb29bb6b-2713-4e81-92c8-5f6a14b9720f · inbound
Fusing Knowledge and Language: A Comparative Study of Knowledge Graph-Based Question Answering with LLMs GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a7d6daf8-da3d-468f-94d6-fd34d514f8ac · inbound
Question-Adaptive Graph Learning for Multi-hop Retrieval Augmented Generation GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 58315c6b-ca62-46f0-bfdd-863c76697c34 · inbound
AtlasKV: Augmenting LLMs with Billion-Scale Knowledge Graphs in 20GB VRAM GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 8260756e-c8a6-452f-a83c-8862551851d8 · inbound
RELOOP: Recursive Retrieval with Multi-Hop Reasoner and Planners for Heterogeneous QA GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 95720d93-80e0-4ba9-bce0-39f9aa01a73d · inbound
From Business Events to Auditable Decisions: Ontology-Governed Graph Simulation for Enterprise AI GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 435cfeaa-f1ec-44fc-b250-b9b049dcebbf · inbound
EvoRAG: Making Knowledge Graph-based RAG Automatically Evolve through Feedback-driven Backpropagation GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation dbf0427d-b691-4417-b870-8536ffd599a5 · inbound
Integrating Graphs, Large Language Models, and Agents: Reasoning and Retrieval GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation cd9ee4cc-0906-4307-b9db-037ca38b7267 · inbound
EHRAG: Bridging Semantic Gaps in Lightweight GraphRAG via Hybrid Hypergraph Construction and Retrieval GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning
Reference 153
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation cfe95f2f-220d-49b4-8a03-cc358248f6a6 · inbound
GEM: Graph-Enhanced Mixture-of-Experts with ReAct Agents for Dialogue State Tracking GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation d72b7ec1-f50d-48af-844c-101de8ae9174 · inbound
SAGE: A Self-Evolving Agentic Graph-Memory Engine for Structure-Aware Associative Memory GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning
Reference 175
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation f2cece41-2580-4225-8162-ffe21a8b3870 · inbound
DOTRAG: Retrieval-Time Reasoning Along Paths GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 31953590-6de0-4122-85d4-9962bbdbbc18 · inbound
S$^3$GNN: Efficient Global Mixing and Local Message Passing for Long-Range Graph Learning GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 4f54575c-4603-497b-82e4-9d2cb7af14b4 · inbound
AGE: Adaptive-masking for Graph Embedding in Graph Retrieval-Augmented Generation GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 194252d6-5f55-4ff0-bca4-c9aec28cf54f · inbound
TRIAGE: Trustworthy Retrieval Instrumentation And Graph Evaluation GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2c463936-ce24-40a4-83d5-9932b2557610 · inbound
NGM-RAG: Neural Graph Matching based Retrieval-Augmented Generation GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6e1f2ad6-f3bf-49f4-bd6f-de0c662cdb01 · inbound
BM25 Wins at Scale: A Scaling Study of Retrieval-Augmented Generation Paradigms GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c5a7733e-31d4-4289-b5fe-c4a62d582b69 · inbound
BM25 Wins at Scale: A Scaling Study of Retrieval-Augmented Generation Paradigms GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5092430a-0654-459f-98ae-fff09430c310 · inbound
KAMR: Grounding Generation via Knowledge-Aligned Multi-hop Retrieval GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7c5d6eb6-38b9-40cd-9dbb-9e5a44033928 · inbound
DualG-MRAG: Decoupling Macro-Reasoning and Micro-Matching for Multimodal Retrieval-Augmented Generation GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.