Graph-Based Retrieval

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16 papers in the last four weeks, up 78% on the four weeks before. 0.2% of all new papers.

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  1. SkillTrace: Traversing a Query-Skill Graph for Composable LLM Agents

    Aug 3, 2026Yue Yao, Shengyuan Wang, Xin Chen +4Graph-Based RetrievalLLM Agent Skill Retrieval

    Shandong University · The Australian National University · Tsinghua University +1

  2. Effective and Efficient Context Retrieval via Partial Dependency Graph for Repository-Level Code Generation

    Aug 3, 2026Zhongxin Liu, Zhonghao Jiang, Zhifan Ye +3Retrieval-Augmented GenerationGraph-Based Retrieval

    College of Computer Science and Technology and the State Key Laboratory of Blockchain and Data Security, Zhejiang University · School of Computer and Computing Science, Hangzhou City University · Faculty of Computing, Harbin Institute of Technology +1

  3. GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation

    Jul 30, 2026Maya Arseven, Anette Frank, Beni Egressy +2LLM Reasoning with GraphsGraph Retrieval-Augmented Generation

    Institute of Computational Linguistics, Heidelberg University · Aleph Alpha Research

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

    Jul 30, 2026Mengdi Chen, Yuanxin Huang, Yulin Jiang +1Graph-Based RetrievalInformation Retrieval

    Xiaohongshu Shanghai, China

  5. When Does Explicit View Routing Work? A Controlled Study of Multi-View Graph-Text Alignment

    Jul 29, 2026Xiao Yue, Guangzhi QuMultimodal IRMulti-View Learning

    Xiao Yue Guangzhi Qu Oakland University

  6. Aethel: A Reproducible Graph-Retrieval Framework for Multi-Hop Financial Diligence

    Jul 20, 2026Krish SapruCoreference ResolutionGraph-Based Retrieval

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

    Jul 20, 2026Jia Ao Sun, Hao Yu, Fengran Mo +4LLM Reasoning with GraphsRL for Language Model Reasoning

    Université de Montréal · Mila – Québec AI Institute · McGill University +2

  8. ANNLib: A Development Framework for Efficient Approximate Nearest Neighbor Search

    Jul 20, 2026Zheqi Shen, Jingbo Su, Zijin Wan +2Graph-Based RetrievalApproximate Nearest Neighbor Search

    UC Riverside Riverside CA, USA · W&M Williamsburg VA, USA

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

    Jul 16, 2026Nikit Srivastava, Daniel Vollmers, René Speck +3Multi-Hop QALLM Grounding

    Data Science Group, Heinz Nixdorf Institute, Paderborn University, Germany

  10. PolyUQuest: Verifiable Structure-Aware Web RAG over Heterogeneous Graphs

    Jul 9, 2026Ying Liu, Yi Ye, Quanyu Feng +5Retrieval-Augmented GenerationGraph Retrieval-Augmented Generation

    The Hong Kong Polytechnic University, Hong Kong SAR, China

  11. RSF-GLLM: Bridging the Semantic Gap in Multi-Hop Knowledge Graph QA via Recurrent Soft-Flow and Decoupled LLM Generation

    Jul 7, 2026Sambaran Bandyopadhyay, Ananth MuppidiMulti-Hop QALLM Reasoning with Graphs

    Adobe Research · Adobe Systems

  12. Recovering Candidate Circadian Regulators of Arrhythmic Pituitary Hormone Genes Using Reliability-Weighted Magnetic Laplacian with rwMagLap

    Jul 3, 2026Shabnam Sodagari, Nick JaspersonGraph Signal ProcessingGraph-Based Retrieval

  13. HNSW with Accuracy Guarantees Using Graph Spanners

    Jul 2, 2026Minghao Li, Raghav Mittal, Sanjivni Rana +3Graph-Based RetrievalApproximate Nearest Neighbor Search

    University of Toronto Toronto, Canada · The University of Texas At Arlington Arlington, Texas, USA · IIT Bombay Mumbai, India

  14. Query-Aware Spreading Activation for Multi-Hop Retrieval over Knowledge Graphs

    Jun 29, 2026Illia Makarov, Mykola GlybovetsMulti-Hop QAGraph Retrieval-Augmented Generation

    National University of Kyiv-Mohyla Academy Kyiv, Ukraine

  15. Efficient Retrieval-Augmented Generation via Token Co-occurrence Graphs

    Jun 29, 2026Gianluca Bonifazi, Christopher Buratti, Michele Marchetti +5Multi-Hop QAGraph Retrieval-Augmented Generation

    aUniversità Politecnica delle Marche, Ancona, Italy · bUniversità di Modena e Reggio Emilia, Modena, Italy

  16. Ontology-Guided Evidence Path Inference for Multi-hop Knowledge Graph Question Answering

    Jun 26, 2026Yongxue Shan, Meihan Wu, Cundi Fang +2Multi-Hop QAGraph-Based Retrieval

    National University of Defense Technology · Changsha, China · Pengcheng Laboratory +1

  17. SemFlowRAG: Directed Semantic Flow from Abstraction to Evidence for Complex Reasoning

    Jun 26, 2026Houyuan Qin, Rong Wu, Qinyuan Qin +4Multi-Hop QAGraph Retrieval-Augmented Generation

    1Shanghai Artificial Intelligence Laboratory · 2Zhejiang University · 3Fudan University

  18. TheoremGraph: Bridging Formal and Informal Mathematics

    Jun 24, 2026Simon Kurgan, Evan Wang, Eric Leonen +6KG ConstructionGraph-Based Retrieval

    University of Washington Math AI Lab

  19. ObsGraph: Hierarchical Observation Representation for Embodied Reasoning and Exploration

    Jun 23, 2026Taekbeom Lee, Youngseok Jang, Jeonghwa Heo +2Graph-Based Retrieval3D Scene Representation

    Seoul National University

  20. Compact Geometric Representations of Hierarchies

    Jun 16, 2026Prashant Gokhale, Piotr Indyk, Yuhao Liu +3Hierarchical Representation LearningGeometric Representation Learning

    UW-Madison · MIT

  21. RankGraph-2: Lifecycle Co-Design for Billion-Node Graph Learning in Recommendation

    Jun 16, 2026Renzhi Wu, Zikun Cui, Junjie Yang +10Graph Representation LearningGraph-Based Retrieval

    Meta MRS · Meta Training Data Infra · FB Monetization

  22. FlowRAG: Synergizing Explicit Reasoning via Frequency-Aware Multi-Granularity Graph Flow

    Jun 16, 2026Bihao Zhan, Zongsheng Cao, Jie Zhou +2Multi-Hop QALLM Reasoning with Graphs

    East China Normal University · Shanghai Artificial Intelligence Laboratory

  23. SING: Synthetic Intention Graph for Scalable Active Tool Discovery in LLM Agents

    Jun 15, 2026Qiao Xiao, Haochen Shi, Yisen Gao +9Agentic RetrievalGraph-Based Retrieval

    1Cornell University · 2The Hong Kong University of Science and Technology · 3The Ohio State University +1

  24. SAG: SQL-Retrieval Augmented Generation with Query-Time Dynamic Hyperedges

    Jun 14, 2026Yuchao Wu, Junqin Li, XingCheng Liang +4Multi-Hop QARetrieval-Augmented Generation

    Zleap AI

  25. Ricci-Filtration: Boosting Retrieval-Augmented Generation Reranker to Query-Answer Tasks by Discrete Ricci Flow

    Jun 13, 2026Tian Qin, Wei-Min HuangRetrieval-Augmented GenerationGraph-Based Retrieval

    Math department, Lehigh University

  26. HKVM-RAG: Key-Value-Separated Hypergraph Evidence Organization for Multi-Hop RAG

    Jun 5, 2026Mingyu Zhang, Ying MaMulti-Hop QAGraph Retrieval-Augmented Generation

    Faculty of Computing, Harbin Institute of Technology, Harbin, China

  27. Beyond Vector Similarity: A Structural Analysis of Graph-Augmented Retrieval for Industrial Knowledge Graphs

    Jun 4, 2026Grama ChethanLLM Reasoning with GraphsLLM Planning

    Siemens Digital Industries Software

  28. Structures Facilitate Retrieve, Rerank, and Generate

    Jun 2, 2026Yeqin Zhang, Haomin Fu, Xujie Zhang +1Retrieval-Augmented GenerationLearning to Rank

    State Key Laboratory for Novel Software Technology, Nanjing University, China · School of Artificial Intelligence, Nanjing University, China

  29. G^2C-MT: Graph-Guided Context Selection for Document-Level Machine Translation

    Jun 2, 2026Baijun Ji, Zixuan Zhou, Xiangyu Duan +4Graph-Based RetrievalDocument-Level MT

    School of Computer Science and Technology, Soochow University

  30. Self-Conditioned Positional HNSW for Overlap-Aware Retrieval in Chunked-Document RAG Systems: Method and Industrial Evidence-Quality Audit

    Jun 1, 2026Nataraj Agaram Sundar, Tejas MorabiaDocument ChunkingRetrieval-Augmented Generation

    eBay Inc., San Jose, CA, USA