Hypergraphs

Ask about this topic

Momentum

13 papers in the last four weeks, up 225% on the four weeks before. 0.1% of all new papers.

Jul 13Week of Sep 28
View on map

Latest papers 93

All topics
CardsList

  1. Spatiotemporal Hyperedges for EEG Seizure Detection and Prediction

    Sep 29, 2026Hyunju Kim, Sheo Yon Jhin, Noseong Park +1Seizure DetectionElectroencephalography

    School of Computational Science and Engineering Georgia Institute of Technology Atlanta, GA, USA · School of Computing Korea Advanced Institute of Science and Technology Daejeon, Republic of Korea

  2. Information Bottleneck-Guided Adaptive Hypergraph Transformer for Brain Disease Diagnosis

    Sep 29, 2026Jingxi Feng, Xudong Chen, Yifan Zhang +5Human Brain NetworksHypergraphs

  3. STITCH-RAG: Spatio-Temporal Influence Tracing over Topic Hypergraphs for Multi-Hop Retrieval-Augmented Generation

    Sep 28, 2026Haodong Yang, Mengzhu Chen, Jia CaiGraph-Based Retrieval Augmented GenerationMulti-Hop Reasoning

    School of Statistics And Data Science, Guangdong University of Finance & Economics Guangzhou, China

  4. HyperMCTS: Hypergraph-Augmented MCTS for Long-Horizon LLM Agents

    Sep 27, 2026Tingsong Xiao, Nithish Balachandar Moudhgalya, Chandrayee Basu +5Monte Carlo Tree SearchLong-Horizon Agents

    University of Florida · Amazon

  5. AutoHGNN: Robust and Efficient Neural Architecture Search for Hypergraph Neural Networks

    Sep 27, 2026Sirui Li, Pietro Liò b, Xinsheng Li +2HypergraphsNeural Architecture Search

    Faculty of Electrical Engineering and Computer Science, Ningbo University, Ningbo, 315211, Zhejiang, China · Department of Computer Science and Technology, University of Cambridge, Cambridge, CB2 1TN, Cambridgeshire, United Kingdom

  6. CalibHyper: Chance-Corrected Relational Hypergraphs for Few-Shot Molecular Property Prediction

    Sep 27, 2026Linyu Li, Zhi Jin, Yuanpeng He +7Molecular Property PredictionHypergraphs

    School of Computer Science, Peking University · Key Laboratory of High Confidence Software Technologies, Peking University, Ministry of Education · School of Computer Science, Wuhan University +1

  7. PRISM-RAG: Multimodal Hypergraph Retrieval-Augmented Generation for Tobacco Product and Legislative Policy Reasoning

    Sep 20, 2026Manuel Serna-Aguilera, Raegan Anderes, Page Dobbs +1Hievi-RagContext-Awareness

    Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, Little Rock, Arkansas, 72205

  8. HOPHY: A Hierarchical Hypergraph Representation for Off-Road Path and Mission Planning

    Sep 17, 2026Pranay Meshram, Charuvahan Adhivarahan, Prithvi Poddar +4Path PlanningHypergraphs

    Department of Computer Science and Engineering, University at Buffalo, NY 14260, USA. · Department of Mechanical and Aerospace Engineering, University at Buffalo, NY 14260, USA.

  9. Amortizing Physics-Informed Neural Solvers via Graph Hypernetworks

    Sep 17, 2026Cheng Jing, Abhishek Verma, Kallol Bera +2Parametric Physics-Informed Neural NetworkNeural Solvers

    Arizona State University · Applied Materials Inc.

  10. HyperAMS-Net: Adaptive Multi-Scale Spatial Hypergraph Network for Brain Disorder Classification

    Sep 17, 2026Proloy Kumar Mondal, Md Kamran Hussin Chowdhury, Hoi Leong LeeMulti-Scale ConvolutionBrain Tumor Classification

    Department of Computer Science and Engineering, University of North Texas, Denton, Texas, USA · Inje University, Gimhae-si, Republic of Korea · Faculty of Electronic Engineering and Technology, Universiti Malaysia Perlis, Arau, Malaysia

  11. Comprehensive reconstruction of collider events with hypergraph representation learning and graph-conditioned diffusion

    Sep 16, 2026Lining Mao, Yvonne Peters, Ethan Simpson +1HypergraphsGeometric Machine Learning

    School of Physics and Astronomy, Shanghai Jiao Tong University, No.800 Dong Chuan Road, Shanghai 200240, PRC · Department of Physics and Astronomy, University of Manchester, Oxford Road, Manchester M13 9PL, UK

  12. Hyperbolic Graph Representation Learning for Differential Diagnosis on Biomedical Knowledge Graphs

    Sep 16, 2026Pietro Miotto, Lucia Mellini, Tommaso Marzi +5Biomedical Knowledge GraphHypergraphs

    Department of Computer Science, Università degli Studi di Milano, Milan, Italy · Università della Svizzera italiana (USI), Lugano, Switzerland · Politecnico di Milano, Milan, Italy +2

  13. Maximum Strong Independent Sets in Hypergraphs: Reductions, Bounds, and Greedy Certificates

    Sep 16, 2026Yingquan, Wu, Jason CongMaximum Independent SetHypergraphs

    Cody · MBZUAI Institute of Foundation Models Sunnyvale, CA, USA · University of California, Los Angeles Los Angeles, CA, USA

  14. Selective Hypergraph Refinement for Frozen Graph Clustering

    Sep 3, 2026Zimo SiHypergraphsRefinement

    Department of Mathematics, Faculty of Science, University of Macau · Macao SAR, China

  15. Higher Structures in Deep Learning

    Aug 31, 2026Michael L. Roberts, Carlos Zapata Carratalá. Nicholas J. Cooper, Lijun Chen +2Higher-Order StructuresDeep Learning

    Combinatorial Labs · SEMF/Independent Researcher · University of Colorado Boulder

  16. Unsupervised Multi-Scale Gromov-Wasserstein Hypergraph Alignment

    Aug 30, 2026Lutz Oettershagen, Honglian Wang, Aristides GionisHypergraphsUnsupervised

    University of Liverpool · Liverpool, UK · KTH Royal Institute of Technology +2

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

    Aug 12, 2026Yuchao Wu, Junqin Li, XingCheng Liang +4Graph-Based Retrieval Augmented GenerationKnowledge Graphs

    Zleap AI

  18. Hyperbolic Graph Embedders for Link Prediction and Topology Reconstruction

    Aug 7, 2026Robert Jankowski, Maksim Kitsak, Dorota Celińska-KopczyńskaHypergraphsNetwork Science

    TU Delft · Indiana University · Institute of Informatics, University of Warsaw

  19. Bridging the Gap Between Hyperdimensional Computing and Kernel Methods via the Nyström Method

    Aug 7, 2026Quanling Zhao, Anthony Hitchcock Thomas, Ari Brin +2High-DimensionalHypergraphs

    Department of Computer Science and Engineering, UC San Diego

  20. Towards Trustworthy Hypergraph Neural Networks under Label Noise

    Aug 5, 2026Mengyao Zhou, Zhiheng Zhou, Xiao Han +1HypergraphsNoisy Labels

    Academy of Mathematics and Systems Science, Chinese Academy of Sciences and also with the University of Chinese Academy of Sciences, Beijing 100190, China · School of Mathematics and Statistics, Shandong University, Weihai, Shandong 264209, China · School of Artificial Intelligence, Beihang University, Beijing 100191,China

  21. Modality Agreement- and Conflict-Aware Prototype Hypergraph Learning for Multimodal Intent Understanding

    Aug 4, 2026Mohnish Raj, Suraj Kumar, Soumi Chattopadhayay +2Cross-Modal ConflictsModalities

    Mohnish Raj, Suraj Kumar, Graduate Student Member, IEEE, Soumi Chattopadhayay, Senior Member, IEEE, Chandranath Adak, Senior Member, IEEE, Ayan Dutta

  22. EFX Allocation In (Multi)Hypergraphs

    Aug 4, 2026Thanasis Lianeas, Alkmini Sgouritsa, Minas Marios SotiriouMaximum Independent SetHypergraphs

    University of West Attica · Greece · Athens University of Economics and Business +1

  23. StyleForge: Indoor Furniture Styling by Counterfactual Reasoning in a Hypergraph Field

    Aug 3, 2026Lingwei Dang, Shishuo Shang, Pan Liu +9StylizationCounterfactual Learning

    School of Software Engineering, South China University of Technology · School of Information Science and Technology, ShanghaiTech University

  24. HyperAgent: Planning and Acting over Tool-Schema Hypergraphs for Tool-Use LLM Agents

    Jul 31, 2026Zian Zhai, Xingyu Tan, Gaowang Zou +2Language-Model AgentsPlanning

    University of New South Wales

  25. Labeled Incidence Structures for Native Transformer Modeling of Text, Knowledge Graphs, and Hypergraphs

    Jul 29, 2026Mahesh GodavartiTransformer AttentionTransformer Architectures

    A Carrot, Inc

  26. FLASH: Efficient Impact Fall Detection with Unified Hypergraph State-Space Model

    Jul 28, 2026Tresor Y. Koffi, Youssef Mourchid, Yohan DupuisRobust Fall DetectionFlash

    CESI, CESI LINEACT, France

  27. Tools Are Not Islands: Set-Level Tool Retrieval for LLM Agents via Query-Conditioned Hyperedge Prediction

    Jul 28, 2026Xinyi Hong, Pinjun Dong, Xinyang Yu +1Large Language Model AgentsRetrievers

    School of Mathematical Sciences, Shanghai Jiao Tong University · Department of Data Science and Artificial Intelligence, The Hong Kong Polytechnic University

  28. AUCH-Net: Action Unit-Based Consistency-Aware Hypergraph Network for Cross-Domain Few-Shot Facial Expression Recognition

    Jul 23, 2026Xinhan Qiu, Yan Yan, Rui Zhu +2Facial Expression RecognitionOpen-Vocabulary Action Recognition

    Key Laboratory of Multimedia Trusted Perception and Efficient Computing, Ministry of Education of China, School of Informatics, Xiamen University, Xiamen 361102, China · Fujian Key Laboratory of Pattern Recognition and Image Understanding, Xiamen University of Technology, Xiamen 361024, China · Bayes Business School, City St George’s, University of London, London, EC1Y 8TZ, UK +1

  29. VizRAG: Enhancing Retrieval-Augmented Generation with Hypergraph Visualization

    Jul 22, 2026Yanbin Wei, Yang Chen, Renling Gan +7Graph-Based Retrieval Augmented GenerationKnowledge-Based Visual Question Answering

    1Southern University of Science and Technology · 2Hong Kong University of Science and Technology · 3Huawei Research +1

  30. Mitigating Matthew Effect: Multi-Hypergraph Boosted Multi-Interest Self-Supervised Learning for Conversational Recommendation

    Jul 21, 2026Yongsen Zheng, Ruilin Xu, Guohua Wang +2User ModelingRecommendation

    Nanyang Technological University, Singapore · Digital Trust Centre Singapore · Sun Yat-sen University +3

  31. HyCoRec: Hypergraph-Enhanced Multi-Preference Learning for Alleviating Matthew Effect in Conversational Recommendation

    Jul 20, 2026Yongsen Zheng, Ruilin Xu, Ziliang Chen +4RecommendationHypergraphs

    1Sun Yat-sen University · 2Peng Cheng Laboratory · 5Jinan University +2

  32. ChemHyperMag: Physics-informed magnetic hypergraph learning improves molecular ADMET prediction

    Jul 19, 2026Hexiao Ding, Hongzhao Chen, Jing Lan +12Absorption, Distribution, Metabolism, And ExcretionDrug Discovery

    Department of Health Technology and Informatics, Hong Kong Polytechnic University, Hong Kong SAR, China · University of Liverpool, Liverpool, United Kingdom · Shanghai Jiao Tong University, Shanghai, China +1

  33. From Diffusion to Reaction-Diffusion: A Dynamical-Systems View of Oversmoothing in Hypergraph Neural Networks

    Jul 17, 2026Zhiheng Zhou, Mengyao Zhou, Yancheng Chen +3HypergraphsGraph Neural Networks

    School of Mathematics and Statistics, Shandong University, Weihai, Shandong 264209, China · Academy of Mathematics and Systems Science, Chinese Academy of Sciences and also with the University of Chinese Academy of Sciences, Beijing 100190, China

  34. Dynamic Manipulation Hypergraphs for HAR: Beyond Pairwise Relations: Dynamic Manipulation Hypergraphs for Vision-Based Human Activity Recognition

    Jul 15, 2026Fatemeh ZiaeetabarHypergraphsHuman Activity Recognition

    Department of Computer Science, School of Mathematics, Statistics and Computer Science, College of Science, University of Tehran, Tehran, Tehran, Iran.

  35. Instruction Set and Language for Hypergraphs

    Jul 11, 2026Mario Pascual-Gonzalez, Ezequiel Lopez-RubioHypergraphsAcyclic Graphs

    Department of Computer Languages and Computer Science University of Málaga Bulevar Louis Pasteur, 35 29071 Málaga, Spain · ITIS Software. Universidad de Málaga. C/ Arquitecto Francisco Peñalosa 18, 29010, Málaga, Spain

  36. Dual-Correlation Hypergraph Network for Unaligned RGBT Video Object Detection and A Large-scale Benchmark

    Jul 9, 2026Qishun Wang, Yapeng Li, Zhengzheng Tu +2Rgb-Thermal Object DetectionRgb-Thermal

    Anhui Provincial Key Laboratory of Multimodal Cognitive Computation, School of Computer Science and Technology, Anhui University, Hefei 230601, China

  37. Hypergraph Neural Stochastic Diffusion: An SDE Framework for Uncertainty Estimation

    Jul 8, 2026Zhiheng Zhou, Mengyao Zhou, Dengyi Zhao +2HypergraphsPredictive Uncertainty

  38. DistillH-Mamba: A Hypergraph-Mamba-Based Knowledge Distillation Model for Efficient Impact Fall Detection

    Jul 3, 2026Tresor Y. Koffi, Youssef Mourchid, Mohammed Hindawi +1Robust Fall DetectionMamba-Based Models

    CESI, CESI LINEACT, Dijon, France · CESI, CESI LINEACT, Lyon, France · CESI, CESI LINEACT, Paris, France

  39. Alignment-Guided Largest Table Overlap Size Estimation

    Jul 3, 2026Ge Lee, Shixun Huang, Zhifeng Bao +2Tabular DataRetrieval Layer

    RMIT University · The University of Queensland · University of Wollongong +1

  40. SABER: A Semantic-Aligned Brain Network Analysis Framework via Multi-scale Hypergraphs

    Jul 2, 2026Yidan Xu, Xiangmin Han, Rundong Xue +1Human Brain NetworksHierarchical Semantic Alignment

    Hangzhou Dianzi University, China · Tsinghua University, China · Xi’an Jiaotong University, China

  41. EHHN: An Event-driven Heterogeneous Hypergraph Network for Object-Centric Next Activity Prediction

    Jul 2, 2026Jiaxing Wang, Kaitao Chen, Zhubin Han +4Temporal Graph Neural NetworksHypergraphs

  42. Partial Skeleton Visibility for Action Recognition: A Constrained Field-of-View Approach

    Jul 1, 2026Yingjie Dai, Tianyang Xu, Yanglin Deng +2Skeleton-Based Action RecognitionVisibility

    Jiangnan University, Wuxi, China · University of Surrey, Guildford, UK

  43. From Real-Time Planning to Reliable Execution:Scalable Coordination for Heterogeneous Multi-Robot Fleets in Industrial Environments

    Jul 1, 2026Bo CaoHeterogeneous Robot TeamsAdaptive Coordination

  44. A Framework for Directed Hypergraph Signal Processing via tensor t-SVD

    Jun 23, 2026Carlos Mundo-Levano, Nicolás Bello, Daniel L. Lau +1HypergraphsGraph Edge Sparsification

    Department of Electrical and Computer Engineering, University of Delaware, Newark, DE 19716, USA · Institute for Financial Services Analytics, University of Delaware, Newark, DE 19716, USA · Department of Electrical and Computer Engineering, University of Kentucky, Lexington, KY 40506, USA

  45. Structured Hyperedge Adaptation for Parameter-Efficient Fine-Tuning of Vision Transformers

    Jun 21, 2026Edwin Kwadwo Tenagyei, Lei Wang, Ugochukwu Ejike Akpudo +2Parameter-Efficient Fine-Tuning MethodsVision Transformer

    Griffith University, Nathan QLD 4111, Australia · Data61/CSIRO, Canberra ACT 2601, Australia

  46. Learning a Normal World Model for Few-Shot Boundary-Calibrated Abnormality Detection

    Jun 20, 2026Weizhi Nie, Weichao Liu, Weijie Wang +1Anomaly ScoreAbnormality

    Tianjin University

  47. A Framework for Directed Acyclic Hypergraph Learning

    Jun 19, 2026Zhiyuan Dong, Carlos Mundo-Levano, Wei Qian +2Directed Acyclic GraphHypergraphs

    Institute for Financial Services Analytics, University of Delaware, Newark, DE 19716, USA · Department of Electrical and Computer Engineering, University of Delaware, Newark, DE 19716, USA · Department of Applied Economics AND Statistics, University of Delaware, Newark, DE 19716, USA +1

  48. Implicit Semantic-Aware Communication Based on Hypergraph Reasoning

    Jun 18, 2026Yiwei Liao, Shurui Tu, Yong Xiao +2Semantic CommunicationsHypergraphs

    China Electric Power Research Institute Co., Ltd, Wuhan 430074, China, and National Key Laboratory for Power Grid Environmental Protection, Wuhan, China · School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan 430074, China · Peng Cheng Laboratory, Shenzhen, China +3

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

    Jun 14, 2026Yuchao Wu, Junqin Li, XingCheng Liang +4Graph-Based Retrieval Augmented GenerationKnowledge Graphs

    Zleap AI

  50. Hyperdimensional computing for structured querying on tabular data embeddings

    Jun 11, 2026Sebastián Bugedo, Stijn VansummerenBehavioral EmbeddingsHypergraphs

    UHasselt, DSI Diepenbeek, Belgium

  51. HyPE: Category-Aware Hypergraph Encoding with Persistent Edge Embeddings for Persona-Grounded Dialogue

    Jun 11, 2026Sangwon Youn, Yoonjin Jang, Youngjoong KoArtificial Intelligence PersonasHypergraphs

    Sungkyunkwan University, Suwon, Republic of Korea

  52. Trace Only What You Need: Structure-Aware On-Demand Hypergraph Memory for Long-Document Question Answering

    Jun 9, 2026Xiangjun Zai, Xingyu Tan, Chen Chen +2Graph-Structured MemoriesTraces

    University of New South Wales, Australia · CSIRO, Australia · University of Wollongong, Australia

  53. Beyond Convolution: Advancing Hypergraph Neural Networks with Hypergraph U-Nets

    Jun 8, 2026Fuli Wang, Wei Qian, Daniel L. Lau +1HypergraphsU-Net

    Institute for Financial Services Analytics, University of Delaware, Newark, DE, 19716, USA · Department of Applied Economics and Statistics, University of Delaware, Newark, DE, 19716, USA · Department of Electrical and Computer Engineering, University of Kentucky, Lexington, KY 40506 USA +1

  54. Heterophily-Aware Adaptive Knowledge Distillation for Hypergraph Neural Networks

    Jun 8, 2026Joohee Cho, David Yoon Suk Kang, Yunyong KoHypergraphsKnowledge Distillation

    Chung-Ang University · Seoul, South Korea · Chungbuk National University +1

  55. Geometric-Aware Hypergraph Reasoning for Novel Class Discovery in Point Cloud Segmentation

    Jun 5, 2026Zihao Zhang, Aming Wu, Yang Li +2Point CloudsGeometric Machine Learning

    School of Artificial Intelligence, College of Intelligence and Computing, Tianjin University, China · School of Computer Science and Information Engineering, Hefei University of Technology, China · Department of Computer Science City St George’s, University of London, UK

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

    Jun 5, 2026Mingyu Zhang, Ying MaHievi-RagHypergraphs

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

  57. HYolo: An Intelligent IoT-Based Object Detection System Using Hypergraph Learning

    Jun 3, 2026Isha Abid, Fawad Khan, Muhammad Khuram ShahzadYolo26Object Detection

    National University of Sciences and Technology (NUST), Sector H-12, Islamabad, 44000, Pakistan

  58. Learning Multi-Scale Hypergraph for High-Order Brain Connectivity Analysis

    Jun 2, 2026Jaeyoon Sim, Soojin Hwang, Seunghun Baek +2Human Brain NetworksFunctional Connectivity

    Pohang University of Science and Technology (POSTECH), Pohang, South Korea · University of North Carolina at Chapel Hill, Chapel Hill, USA

  59. Learning Label-Efficient Interpretable Medical Image Diagnosis via Semi-supervised Hypergraph Concept Bottleneck Model

    Jun 1, 2026Yijun Yang, Ruiqiang Xiao, Lijie Hu +4Multiple Instance LearningLabel Propagation

    HKUST(GZ) · Joy Future Academy · MBZUAI +3

  60. SAHG: Sector-Anisotropic Hyperbolic Graph Model for Social Bot Detection

    May 28, 2026Hanning Lu, Yingguang Yang, Jinwei Su +8HypergraphsGraph Neural Networks

    University of Leeds · University of Science and Technology of China · 3South China Normal University +6