Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-18T04:33:39.076517Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 100 of 299 outbound references and 64 inbound Pith citation observations for arXiv:2501.00309.
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, observed 2026-05-18T04:33:39.076517Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T05:40:09.718989Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T02:28:24.338817Z
100 of 299 outbound references displayed
External citation measurements
19
pith, observed 2026-08-05T02:28:24.338817Z
Observation 4e500753-784d-4e03-bd22-eb1dc8083bb8 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Accurate structure prediction of biomolecular interactions with alphafold 3
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d0ef23c1-1359-4873-9bef-8b0d69ed7f75 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Supporting Student Decisions on Learning Recommendations: An LLM-Based Chatbot with Knowledge Graph Contextualization for Conversational Explainability and Mentoring
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation dbe715fe-ed15-4e7c-9b17-169cafe6e6db · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Knowledge Graph Based Synthetic Corpus Generation for Knowledge-Enhanced Language Model Pre-training
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f727c105-79bf-4902-b597-f92c784a7c15 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) On edge classification in networks with structure and content
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1981c39d-07cd-4d51-bee3-c3b5e0601611 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Learning Role-based Graph Embeddings
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1d827fb1-d086-4854-b376-d973628145d6 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Named entity extraction for knowledge graphs: A literature overview
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c92b35a7-54ab-451d-a328-483a3600f3ca · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Statistical mechanics of complex networks
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ec874cd1-8ef2-4e05-a062-aee36d6f2830 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Graph-based text classification: learn from your neighbors
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2fc7e9d6-460d-4a85-9b33-85973a16fe28 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Joint Embeddings for Graph Instruction Tuning
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 69d2608c-60cd-4dfc-8631-11d1387103f1 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3e08d962-990e-4c12-8de1-ef02849a1766 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Retrieval-based language models and applications
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c70e64a9-b87d-4c67-8d3c-19762e5c3b28 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Query expansion techniques for information retrieval: a survey
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 97561df1-5048-4243-9e12-c5be7dc2f295 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) The pitfalls of next-token prediction
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 36764449-5d35-42e5-9539-5d5c2b6f2417 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Question Answering
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 153b9ff3-12b7-40f3-b73a-7da741e6935c · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Atj-net: Auto- table-join network for automatic learning on relational databases
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 14cb185d-c894-48a2-891d-f16b1631d857 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Hypergraph convolution and hypergraph attention
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d81005c8-31b2-4426-9dee-9ed3a57b1124 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Abstract meaning representation for sembanking
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6d5065fc-562b-4588-861d-77494bbbff40 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Emergence of scaling in random networks
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 67227a77-b8da-4356-85b6-797ad8bb80d8 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Graph Convolution for Semi-Supervised Classification: Improved Linear Separability and Out-of-Distribution Generalization
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 25c55c39-f229-4879-af4d-72b5707c58e4 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Large generative ai models for telecom: The next big thing? IEEE Communications Magazine
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0fecdc33-60ea-4927-8026-8423163c1053 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Seven failure points when engineering a retrieval augmented generation system
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation be876d18-09ad-4495-9d99-25cd37f6cb66 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) The technological landscape and applications of single-cell multi-omics
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation cf45d052-481a-4966-b0fa-86de6b7c8c99 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Tabgraphs: A benchmark and strong baselines for learning on graphs with tabular node features
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5f928921-43f2-4105-bd0c-69d07a9b7e54 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Graph of thoughts: Solving elaborate problems with large language models
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2cd381c8-4a2d-41be-8ec4-c3b89b05ea4c · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) The unified medical language system (umls): integrating biomedical terminology
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6f1a4439-0e54-4d54-9762-54a8c510b2c8 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Weisfeiler and lehman go cellular: Cw networks
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 14f99701-a40e-477b-b9b1-367e33eec4a6 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Freebase: a collaboratively created graph database for structuring human knowledge
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c32da3ce-ecd6-4199-b5b4-75d1ede181f5 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) A review of biomedical datasets relating to drug discovery: a knowledge graph perspective
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fa75a45a-9283-4e83-9b0e-02167ccbb566 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Transposition of native chromatin for multimodal regulatory analysis and personal epigenomics
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a80c75ac-43a0-40ff-9be7-5e02bdec3176 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Preliminary study on the construction of chinese medical knowledge graph
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 16cea47c-31d9-4e2b-a054-c26a26dcf2f0 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) XAI meets LLMs: A Survey of the Relation between Explainable AI and Large Language Models
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4bac85e7-ba1f-4f2a-b696-d2c43675ea57 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) A graph based analysis of leak localization in urban water networks
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fb93803f-0599-4077-80bf-d32a1a6990e0 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Random geometric graphs
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6af6bc87-c22c-46c4-bbf7-edd0533e3c7d · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Relational data imputation with graph neural networks
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 893d4f31-fb73-4bee-8df3-dfec9d048149 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) The use of mmr, diversity-based reranking for reordering documents and producing summaries
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7e15458a-3809-41b1-aa86-4a9ba75bdfc3 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) GraphLLM: Boosting Graph Reasoning Ability of Large Language Model
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 72adf600-11dd-429b-a2a4-f7f45af73262 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Building a knowledge graph to enable precision medicine
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b53ec3d2-40fb-4fa5-a7d3-eeeb1a33dec6 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Path-based explanation for knowledge graph completion
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5f3bf742-72ab-4688-a1b4-72924db0983c · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Fairness-aware graph neural networks: A survey
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4a800eea-6461-4d5d-9b49-660623ef3743 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Autokg: Efficient automated knowledge graph generation for language models
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b3032a38-de71-489a-992f-2b4f51cce488 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Sur- vey and open problems in privacy-preserving knowledge graph: merging, query, representation, completion, and applications
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0a66ad43-9356-4e4d-b21b-00c1c4272486 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Rich Knowledge Sources Bring Complex Knowledge Conflicts: Recalibrating Models to Reflect Conflicting Evidence
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 08d32275-49f4-42d1-a09e-b743a72d9895 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Understanding re- trieval augmentation for long-form question answering
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 32d4202f-0374-4929-9f1b-23ce3f0ff87b · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Gedi: A graph-based end-to- end data imputation framework
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b860f41f-254c-4779-9383-61302edd8485 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) SgSum: Transforming Multi-document Summarization into Sub-graph Selection
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0e04c044-2395-4ff7-9049-d7bd3afd5f6a · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Hytrel: Hypergraph-enhanced tabular data representation learning
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 355ac584-fa68-4983-9271-ebbae51b6d50 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Knowedu: A system to construct knowledge graph for education
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e9e7b5c1-d71f-4964-adc7-a241dd0a2ba3 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Improving Commonsense Question Answering by Graph-based Iterative Retrieval over Multiple Knowledge Sources
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 81f438e5-66c5-4cf9-8cc4-72f35e266600 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) LLaGA: Large Language and Graph Assistant
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2f5dd186-aa07-4ff9-94dc-7ec6eec68856 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Xgboost: A scalable tree boosting system
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8c51ab74-3f41-4d9d-88e6-38334835423f · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d6b6c42f-52d2-4653-88a4-9954926f7595 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Graph Generative Pre-trained Transformer
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c769dd8b-14d9-4849-9885-eb700a69cc34 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) A review: Knowledge reasoning over knowledge graph
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 887529fa-c89e-4d5c-95d3-b31608172cd3 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Analyze, generate and refine: Query expansion with llms for zero-shot open-domain qa
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8e68989c-fc2c-48e9-9792-2898b1bfc983 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Label-free Node Classification on Graphs with Large Language Models (LLMS)
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b486787f-8300-4494-ac17-b24f3ce5bd97 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Exploring the potential of large language models (llms) in learning on graphs
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c932603d-68c5-45d9-8550-85b7b34baec5 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Anti- money laundering by group-aware deep graph learning
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ef8c10e3-afd6-4192-acce-0d2ad0e4db30 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Structure Guided Prompt: Instructing Large Language Model in Multi-Step Reasoning by Exploring Graph Structure of the Text
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5fd185a0-3ca3-4dc9-91b6-895c27b695c1 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Multi-hop Question Answering under Temporal Knowledge Editing
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7ef8b037-6d83-4139-b698-563ff4ee012c · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) scgac: a graph attentional architecture for clustering single-cell rna-seq data
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation dea11c0b-1acf-4e78-a187-ed74c5572cdb · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 92227490-9356-4b10-aadb-bb496533a358 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Complex Logical Reasoning over Knowledge Graphs using Large Language Models
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 89bf25f4-0f10-45a4-941a-d1cb86ddded6 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Connecting the Dots: Document-level Neural Relation Extraction with Edge-oriented Graphs
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9a6c1f40-f862-48e4-8b6f-736976ec7530 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Gnn-based embedding for clustering scrna-seq data
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f86adfe4-e031-4197-ac78-025b07562912 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Training Verifiers to Solve Math Word Problems
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 609c3528-93cf-40a5-a098-403425d45b38 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Relational database: A practical foundation for productivity
Reference 66
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation da490e87-22df-4ac7-abe5-b3dc3798a755 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Latent-graph learning for disease prediction
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5259dc81-1dc1-4b6c-b0aa-f65ca5561b32 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) On positional and structural node features for graph neural networks on non-attributed graphs
Reference 68
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 720aed1e-33f0-4262-8927-51a0b502b3e5 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) MORE: Multi-mOdal REtrieval Augmented Generative Commonsense Reasoning
Reference 69
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 138595cc-9a39-4016-b6e3-49bd9effc9fa · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Relational data embeddings for feature enrichment with background information
Reference 70
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation da3d7cad-6adf-4870-90c3-fea4d833f36f · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Supervised Learning on Relational Databases with Graph Neural Networks
Reference 71
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e725ae07-f662-426e-a7cf-3654e7c53405 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Large Language Models Can Better Understand Knowledge Graphs Than We Thought
Reference 72
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Reference 90
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Reference 91
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Reference 92
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Reference 93
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Reference 95
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Reference 96
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Reference 97
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Retrieval-Augmented Generation with Graphs (GraphRAG) From Local to Global: A Graph RAG Approach to Query-Focused Summarization
Reference 98
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Observation b131fe42-869b-463a-930c-41dceefca382 · outbound
Retrieval-Augmented Generation with Graphs (GraphRAG) Using llms and explainable ml to analyze biomarkers at single-cell level for improved understanding of diseases
Reference 99
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Observation 0f70138e-0e7b-4d17-b9d9-4671616394b6 · outbound
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Reference 25
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Reference 11
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Reference 11
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Reference 26
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Reference 24
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Observation d5dcfacb-b043-4052-8567-b23519211305 · inbound
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Reference 30
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Reference 2025
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Observation 5b3ea30f-eb57-416b-88c5-32757f087b83 · inbound
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Reference 8
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Observation c2749f16-9a19-45d3-8184-15280b45738d · inbound
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Reference 20
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Observation 6e341c89-d06f-4749-996e-0e6924a222f3 · inbound
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Reference 28
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Reference 14
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Observation 69897223-b879-4940-b107-da8c8d2c9f74 · inbound
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Reference 12
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Reference 13
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Reference 22
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Reference 18
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Observation 97f1cbd9-a747-46f6-9b36-b0fa602a4d59 · inbound
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Reference 552
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Reference 37
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Reference 14
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Observation 255bc24f-a09f-4dc6-81cb-7790a844ed61 · inbound
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Reference 26
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Reference 7
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Reference 19
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Reference 10
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Reference 12
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Observation 8e6213c5-fdca-429f-a256-5489113728fe · inbound
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Reference 34
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Reference 7
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Observation 18e5e1fd-04ab-45c1-bcf0-638e4b95a209 · inbound
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Reference 11
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Reference 19
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Reference 13
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Reference 26
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Observation abda4f77-5298-4a88-b661-0b7474847f21 · inbound
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Reference 28
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Reference 196
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Observation 543e9330-d72c-4cde-9515-c3deb45ec8e8 · inbound
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Reference 21
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Reference 51
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Reference 25
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Observation 9210abf8-3a59-4460-ac04-03daa385c356 · inbound
UniD$^3$: A Knowledge Graph-Enhanced RAG Framework for Drug-Disease Discovery and Reasoning Retrieval-Augmented Generation with Graphs (GraphRAG)
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d6066035-992f-4a39-8bf7-ca8acdd05da0 · inbound
From 3D Perception to Safety Reasoning: A Graph-Based Framework for Real-Time Underground Mine Monitoring Retrieval-Augmented Generation with Graphs (GraphRAG)
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4e662efc-05e6-4e4a-a81c-4f9331173ac6 · inbound
Reducing Hallucinations in Complex Question Answering using Simple Graph-based Retrieval-Augmented Generation (long version) Retrieval-Augmented Generation with Graphs (GraphRAG)
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c2bd6248-ba43-4bd7-9c1d-50dbd90dbaf3 · inbound
Reducing Hallucinations in Complex Question Answering using Simple Graph-based Retrieval-Augmented Generation (long version) Retrieval-Augmented Generation with Graphs (GraphRAG)
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8c6b9610-4acd-421f-8674-0963da4a629b · inbound
Memory is Reconstructed, Not Retrieved: Graph Memory for LLM Agents Retrieval-Augmented Generation with Graphs (GraphRAG)
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 925c87f6-1bcc-4584-8c95-5a2c75e8e580 · inbound
Are Large Language Models Suitable for Graph Computation? Progress and Prospects Retrieval-Augmented Generation with Graphs (GraphRAG)
Reference 187
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f8ee77e5-4fc1-40ae-b032-417c9b72253c · inbound
FlowRAG: Synergizing Explicit Reasoning via Frequency-Aware Multi-Granularity Graph Flow Retrieval-Augmented Generation with Graphs (GraphRAG)
Reference 3
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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 77c0676f-176c-44f6-889f-40c951a742a7 · inbound
Integrating Large Language Model Agents with Digital Twins for Industrial Autonomous Systems Retrieval-Augmented Generation with Graphs (GraphRAG)
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 728e4a3a-a41c-44e2-a1e1-d9b51b19cfbc · inbound
EvoEmbedding: Evolvable Representations for Long-Context Retrieval and Agentic Memory Retrieval-Augmented Generation with Graphs (GraphRAG)
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 47f6b611-cbbe-4f1a-80d4-d07fdd53930b · inbound
Holmes: Multimodal Agentic Diagnosis for Mixed-Language Mobile Crashes at Industrial Scale Retrieval-Augmented Generation with Graphs (GraphRAG)
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7e6889ac-362c-4237-a83a-b0e4c96debf2 · inbound
ChartWalker: Benchmarking the Cross-Chart RAG Task with Hierarchical Knowledge Graphs Retrieval-Augmented Generation with Graphs (GraphRAG)
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e46dcefd-03dd-4238-9de2-b80a08468a2f · inbound
Temporal Validity in Retrieval Memory: Eliminating Stale-Fact Errors for AI Agents over Evolving Knowledge Retrieval-Augmented Generation with Graphs (GraphRAG)
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e2848905-5e3e-42bb-a0c9-55eb70ce6208 · inbound
SemFlowRAG: Directed Semantic Flow from Abstraction to Evidence for Complex Reasoning Retrieval-Augmented Generation with Graphs (GraphRAG)
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b67ed993-ca08-43c4-9909-3712c998322f · inbound
AGE: Adaptive-masking for Graph Embedding in Graph Retrieval-Augmented Generation Retrieval-Augmented Generation with Graphs (GraphRAG)
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 73f5c1eb-8430-48b4-97d5-58dddfa22028 · inbound
NGM-RAG: Neural Graph Matching based Retrieval-Augmented Generation Retrieval-Augmented Generation with Graphs (GraphRAG)
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 90e48d1b-acc6-4ed1-8d1d-13fa881ad2bb · inbound
VLD-RAG: Agentic Vision-Language Retrieval-Augmented Generation for Long, Visually-Rich Multi-Page Documents Retrieval-Augmented Generation with Graphs (GraphRAG)
Reference 735
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Unavailable: canonical work link unavailable.
Observation 810bd9d7-deb3-4350-9ca7-e963be3ee5a0 · inbound
KAMR: Grounding Generation via Knowledge-Aligned Multi-hop Retrieval Retrieval-Augmented Generation with Graphs (GraphRAG)
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1115d62d-907c-4957-8921-88fd9469d43c · inbound
Simulation Code Generation for Fluid Systems using Large Language Models: Benchmarking Models and Prompting Strategies Retrieval-Augmented Generation with Graphs (GraphRAG)
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.