Knowledge Graphs

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Period ending 2026-09-21

12 new papers

A weekly snapshot of new work published in Knowledge Graphs.

Period ending 2026-09-14

12 new papers

A weekly snapshot of new work published in Knowledge Graphs.

Period ending 2026-09-07

3 new papers

A weekly snapshot of new work published in Knowledge Graphs.

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379 papers

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  1. Towards Researcher Agents for Knowledge-Graph Question Answering

    Aug 7, 2026Tommaso Soru, Abdulsobur OyewaleSparqlKnowledge Graphs

  2. Authoring and Management of Transparent Research Integrity Assessments of Randomised Clinical Trial Publications Using LLM-assisted Tools and Provenance Knowledge Graphs

    Aug 7, 2026Milan Markovic, Goutham Indukuri, Somayajulu Sripada +7Systematic ReviewContent Provenance

  3. An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation

    Aug 7, 2026Emma Jouffroy, Warren Jouanneau, Marc PalyartKnowledge GraphsBottom-Up Framework

  4. GPTKB 2.0: Browsing, Querying, and Auditing a Disambiguated LLM-Derived Knowledge Base

    Aug 7, 2026Yujia Hu, Tuan-Phong Nguyen, Simon RazniewskiKnowledge GraphsSparql

  5. Mind the Gap: A Dual Knowledge Graph Framework for Unified Multi-task User Intent Inference

    Aug 7, 2026Tzu-Cheng Peng, Chien Chin Chen, Chih-Hao Ku +1Knowledge GraphsTour

  6. Comparative Approaches to Agent Retrieval over Large Skill Libraries

    Aug 6, 2026Indivara Kolluru, Nathan SportsmanRerankingKnowledge Graphs

  7. Improving Interoperability among Defence and National Security Ontologies: Analysis and Evaluation Tasks

    Aug 6, 2026Jonathon Dilworth, Pedro Giesteira Cotovio, David Herron +4OntologyInteroperability

  8. ViSR-KGC: Visual Subgraph Reasoning with Vision-Language Models for Multimodal Knowledge Graph Completion

    Aug 6, 2026Jiafan Li, Mengxue Yang, Jiaqi Zhu +3Knowledge Graph CompletionKnowledge Graphs

  9. Eigenius: A Typed Knowledge-Graph DBMS with Epistemic Stratification and Institution-Mediated Reasoning

    Aug 5, 2026Hans-Martin Will, Allen L. Brown, Matthew FuchsFormal SemanticsKnowledge Graphs

  10. Direct Construction of Disambiguated Knowledge Bases from Large Language Models

    Aug 4, 2026Yujia Hu, Tuan-Phong Nguyen, Simon RazniewskiKnowledge GraphsDisambiguation

  11. Reversing Arrows in Large Language Models

    Aug 4, 2026Sefika Efeoglu, Adrian PaschkeKnowledge Graphs

  12. Evidence-Grounded Multimodal Knowledge Graph Construction for Multi-Lecture Educational Reasoning

    Aug 4, 2026Sahil Al Farib, Momota Ahsana Meem, Sheikh Redwanul Islam +1Knowledge Graph EmbeddingsKnowledge Graphs

  13. From SQL Errors to Concept Gaps: An AI-Powered Knowledge Graph Analytics Platform for Personalized Feedback

    Aug 4, 2026Abdulrahman AlRabah, Weijian Zhou, Xing Gao +1Knowledge GraphsKnowledge Gaps

  14. ProPRL: Property-Aware Prerequisite Relation Learning in Educational Knowledge Graphs

    Aug 4, 2026Xinghe Cheng, Jiapu Wang, Chaobo He +2Relational Deep LearningZero-Shot Link Prediction

  15. CoEvoKG: Co-Evolving Knowledge Graphs with Self-Evolving Search Agents

    Aug 3, 2026Zhaoyang Li, Zenghuang Fu, Qiuyuan Ai +6Knowledge GraphsSelf-Evolving Agents

  16. X-KGRank: A Knowledge Graph RAG Framework for Explainable Recommendations via Pattern Mining and LLM Re-Ranking

    Aug 3, 2026Meenakshi Rajpurohit, Jainish PatelCollaborative FilteringRecommendation

  17. Semantic Alignment of AI Models: Concept Collapse, Checkpoint Dynamics, and Cross-Lingual Transfer

    Aug 3, 2026Tyler Ashoff, Jordan RoduMultimodal AlignmentCross-Lingual Transfer

  18. The Graph Language: How Knowledge Graphs Speak to Large Language Models

    Aug 2, 2026Giuseppe PirròKnowledge GraphsLarge Language Model Reasoning

  19. BEST-KAG: Enhancing Question Answering of Building Engineering Standards with Multimodal Knowledge Graph Modeling and Large Language Model

    Aug 2, 2026Jia-Rui Lin, Junxi Guo, Keyin Chen +1Knowledge Graph EmbeddingsEngineering

  20. Recovering Explanations from Transformed Rule-Based Ontologies

    Jul 31, 2026Alex Ivliev, Markus Krötzsch, Maximilian MarxOntologyRecursive Reasoner

  21. Beyond Feature and Structure Alignment: Learning Transferable Propagation Knowledge for Graph Foundation Models

    Jul 31, 2026Yi Wang, Jitao Zhao, Di Jin +1Graph Foundation ModelCross-Task Knowledge Transfer

  22. Fully Inductive Cardinality Estimation

    Jul 30, 2026Tim Schwabe, Lukas Ketzer, Maribel AcostaCardinalitySparql

  23. GGC: Selective Query Correction for Reliable Text-to-SPARQL Generation

    Jul 30, 2026Ziyi Yang, Thanh-Son Nguyen, Tuan Anh Nguyen +1SparqlGraph-Based Retrieval Augmented Generation

  24. Shapes from Examples: Foundations of Shape Learning in Recursive SHACL

    Jul 30, 2026Bente Gortworst, Cem Okulmus, Magdalena Ortiz +1Knowledge GraphsGraph Representations

  25. Virtual Process Dossier: A Process-Aware Data Catalogue

    Jul 30, 2026Lukas Kubelka, Alexander Bott, Frank Döhner +6Content ProvenanceOntology

  26. A Structured Knowledge Infrastructure for Domain-Specific Data Asset Discovery

    Jul 30, 2026Mengdi Chen, Yuanxin Huang, Yulin Jiang +1Knowledge GraphsData Lakes

  27. PIE-APT: Abductive Planning over Temporal Dynamic Knowledge Graphs via Incremental Reasoning

    Jul 29, 2026Amir Hossein Sharafi, Alireza ShahbaziClassical PlanningAbductive Reasoning

  28. No Data Is Not No Risk: Visibility Aware Graph-Based Inference of Business Conduct Risk

    Jul 29, 2026Tsuyoshi Iwata, Johannes Laurmaa, Ryohei HisanoCredit Risk PredictionCode Property Graphs

  29. Entity Resolution in Practice: Lessons from a Self-Serve Pipeline

    Jul 28, 2026Kaushik Pavani, Ganga Aluri, Pravin Jadhav +2Data MiningCode Property Graphs

  30. Detecting Knowledge Inconsistencies Across Text, Tables, and Knowledge Graphs

    Jul 28, 2026Fanfu Wei, Thibault Ehrhart, Raphaël TroncyKnowledge GraphsKnowledge Gaps

  31. OmniPhys: Knowledge-Graph-Driven Benchmarking and Collective Optimization for Physical Commonsense in Text-to-Image Generation

    Jul 28, 2026Yajing Xu, Yarong Lan, Jiaoyan Chen +6Text-To-ImageOmnix

  32. IRIS: Reusable Identity Representations from Frozen LLMs for Entity Alignment

    Jul 28, 2026Xinran Liu, Shengtao Li, Shouqian Shi +2EntitiesKnowledge Graphs

  33. ScalableRAG: High-Quality RAG at Zero Ingestion Cost

    Jul 27, 2026Hilaf Hasson, Aditya Chakravarty, Jayant Thomas +1Hievi-RagVector Database

  34. Automatic Knowledge Graph Construction and Query for Earthquake Catalogs

    Jul 27, 2026Yuxin Zhou, Huai Zhang, S. Mostafa MousaviKnowledge GraphsFull Waveform Inversion

  35. PULSE: An Executable Contract Language for Spatiotemporal Knowledge Graph Engineering

    Jul 26, 2026Dongxu Yang, Ziyi LiangKernel ContractsTemporal Knowledge Graphs

  36. Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering

    Jul 25, 2026Hieu Man, Thien Huu NguyenGraph-Based Retrieval Augmented GenerationHierarchical Graph Memory

  37. NL2SHACL-Bench: A Benchmark Suite for Natural Language to SHACL Translation

    Jul 24, 2026Yuchen Zhou, Niels Bobet, Maribel AcostaNatural Language QueriesKnowledge Graphs

  38. MedJudgeRAG: Option-Wise Evidence Judgment with Dynamic Knowledge Graphs for Medical MCQA

    Jul 24, 2026Seongwon Seo, Seung Hwan Cho, Young-Min KimHievi-RagMulti-Hop Question Answering Benchmarks

  39. From Static Bibliometrics to Dynamic Knowledge Graphs: An LLM-Powered Framework for Modernizing Science, Technology, and Innovation (STI) Analytics

    Jul 23, 2026Muhsen HammoudReal Datacite DoisKnowledge Graphs

  40. Language-Specific versus Cross-Lingual Knowledge Graphs for Implicit Aspect Identification in Arabic: A Comparative Study of Reasoning and Adaptation Strategies

    Jul 22, 2026Lujain A. AlawwadArabic Natural Language ProcessingArabic

  41. CLARK: Closed-loop Learning for Adaptive Reasoning over Knowledge Graphs

    Jul 22, 2026Yousef Khan, Luca Gherardini, Marco Maratea +2Knowledge GraphsGraph Representation Learning

  42. An Ontology-Guided, Deduplication-Aware Extraction Layer for Knowledge Graph Construction from Heterogeneous Documents

    Jul 22, 2026Vaibhav Dangaich, Kevin Lewis, Kundeshwar PundalikKnowledge GraphsRelation Extraction

  43. The Mechanism Matters: When Knowledge Graphs Help Reinforcement Learning

    Jul 21, 2026Mohammed Sameer SyedKnowledge GraphsSparse Rewards

  44. Sequential Learner Modeling Using Multi-Relational Graph Convolutional Networks

    Jul 21, 2026Rawaa Alatrash, Mohamed Amine Chatti, Hong Yang +1Graph Neural NetworksKnowledge Graphs

  45. SEGRA: Structured Experience-Guided Graph Reasoning Agent for Gremlin Based Question Answering

    Jul 21, 2026Saiyue Lyu, Mariam Dundua, Vishaal Kapoor +5Knowledge GraphsReasoning Graphs

  46. Search-on-Graph-R1: Training Large Language Models to Search Knowledge Graphs with Reinforcement Learning

    Jul 20, 2026Jia Ao Sun, Hao Yu, Fengran Mo +4Knowledge GraphsSparql

  47. Natural Language Access to Domain-Specific Metadata: A Reusable Framework for LLM Query Generation

    Jul 20, 2026Blake G. Fitch, Cato Elia KurtzSparqlNatural Language Queries

  48. DeLIVeR: Decomposed Learning for Information-grounded Veracity Recognition via Reinforced Knowledge Graph Exploration

    Jul 20, 2026Cong Hoan Nguyen, Thomas Hoang, Hieu Minh Duong +1Fact-CheckingKnowledge Graphs

  49. CODENS: Transforming Code Changes into Living, Accessible, and Queryable Documentation

    Jul 20, 2026Abdelhak Kelious, Chyrine Tahri, Eliot BardetRepositoryDocumentation

  50. Debate-on-Graph: Reliable and Adaptive Reasoning of Large Language Model on Uncertain Knowledge Graph

    Jul 19, 2026Peiji Yu, Xin Chen, Tianxing WuKnowledge GraphsLarge Language Model Reasoning

  51. ChronoQG: Towards a Temporally Expressive and Hop-Bounded Benchmark for Temporal Knowledge Graph Question Generation

    Jul 16, 2026Xuemeng Liu, Zhengpin Li, Wanpeng Tang +2Temporal Knowledge GraphsKnowledge Graphs

  52. MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA

    Jul 16, 2026Nikit Srivastava, Daniel Vollmers, René Speck +3Knowledge GraphsSparql

  53. SAGA: Schema-Aware Grounding for Agentic Text-to-SPARQL Generation

    Jul 16, 2026Yiming Zhang, Koji TsudaSparqlContextual Grounding

  54. EvoGraph-R1: Self-Evolving Multimodal Knowledge Hypergraphs for Agentic Retrieval

    Jul 14, 2026Jiashi Lin, Changhong Jiang, Xiangru Lin +12Graph-Based Retrieval Augmented GenerationKnowledge Graph Embeddings

  55. Multi-Perspective Agentic Program Repair via Code Property Graphs and Temporal Execution Graphs

    Jul 14, 2026Zhili Huang, Ling Xu, Hongyu ZhangRemediationAgentic Tool Use

  56. DM-KG: A Novel Method for Boosting Spatial Cognition of Vision-Language Models in Street View Imagery

    Jul 14, 2026Xinyue Xu, Zheng Zhang, Kunyang Ma +5Spatial ReasoningLarge Vision Language Models

  57. RAGU: A Multi-Step GraphRAG Engine with a Compact Domain-Adapted LLM

    Jul 13, 2026Mikhail Komarov, Ivan Bondarenko, Stanislav Shtuka +5Graph-Based Retrieval Augmented GenerationKnowledge Graphs

  58. KGCQual: An Interpretable Framework for Evaluating the Knowledge Graph Construction Quality from Text

    Jul 11, 2026Nipun Misra, Vikranth Udandarao, Aanchal Gupta +3Knowledge GraphsRdf

  59. GRATE: Temporal Extensions for Inductive KG Foundation Models via Gated Rotary Attention

    Jul 11, 2026Jiaxin Pan, Osama Mohammed, Daniel Hernández +1Temporal Knowledge GraphsKnowledge Graph Embeddings

  60. Knowledge Graphs and Explainable AI as Complementary Resources for Urban Mining

    Jul 10, 2026Jan Gronewald, Andreas Emrich, Nijat MehdiyevXaiExplainable Artificial Intelligence