Message Passing for Hyper-Relational Knowledge Graphs

22 September 2020

Papers citing "Message Passing for Hyper-Relational Knowledge Graphs"

50 / 54 papers shown

Title
Transformers for Complex Query Answering over Knowledge Hypergraphs Hong Ting Tsang Z. Wang Yangqiu Song 22 0 0 23 Apr 2025
HyperGraphRAG: Retrieval-Augmented Generation with Hypergraph-Structured Knowledge Representation Haoran Luo H. E Guanting Chen Yandan Zheng Xiaobao Wu ... Yu Feng Zemin Kuang Meina Song Yifan Zhu Luu Anh Tuan 35 0 0 27 Mar 2025
Inductive Link Prediction on N-ary Relational Facts via Semantic Hypergraph Reasoning Gongzhu Yin H. Zhang Yuchen Yang Y. Luo LRM 78 0 0 26 Mar 2025
Comparison of Metadata Representation Models for Knowledge Graph Embeddings S. Egami Kyoumoto Matsushita Takanori Ugai Ken Fukuda 34 0 0 25 Mar 2025
UniHR: Hierarchical Representation Learning for Unified Knowledge Graph Link Prediction Zhiqiang Liu Mingyang Chen Yin Hua Zhuo Chen Ziqi Liu Lei Liang H. Chen Wen Zhang AI4TS 19 0 0 11 Nov 2024
Generalizing Hyperedge Expansion for Hyper-relational Knowledge Graph Modeling Yu Liu S. M. I. Simon X. Yang Jingtao Ding Quanming Yao Y. Li 24 1 0 09 Nov 2024
Is Complex Query Answering Really Complex? Cosimo Gregucci Bo Xiong Daniel Hernández Lorenzo Loconte Pasquale Minervini Steffen Staab Antonio Vergari ELM 43 2 0 16 Oct 2024
Explaining Graph Neural Networks for Node Similarity on Graphs Daniel Daza C. Chu T. Tran Daria Stepanova Michael Cochez Paul T. Groth 28 1 0 10 Jul 2024
Cardinality Estimation on Hyper-relational Knowledge Graphs Fei Teng Haoyang Li Shimin Di Lei Chen 59 3 0 24 May 2024
Empowering Small-Scale Knowledge Graphs: A Strategy of Leveraging General-Purpose Knowledge Graphs for Enriched Embeddings Albert Sawczyn Jakub Binkowski Piotr Bielak Tomasz Kajdanowicz 27 0 0 17 May 2024
HyperMono: A Monotonicity-aware Approach to Hyper-Relational Knowledge Representation Zhiwei Hu Víctor Gutiérrez-Basulto Zhiliang Xiang Ru Li Jeff Z. Pan 25 0 0 15 Apr 2024
Construction of Hyper-Relational Knowledge Graphs Using Pre-Trained Large Language Models Preetha Datta Fedor Vitiugin Anastasiia Chizhikova Nitin Sawhney KELM 33 1 0 18 Mar 2024
Link Prediction with Relational Hypergraphs Xingyue Huang Miguel Romero Pablo Barceló Michael M. Bronstein .Ismail .Ilkan Ceylan 35 2 0 06 Feb 2024
RDF-star2Vec: RDF-star Graph Embeddings for Data Mining S. Egami Takanori Ugai Masateru Oota Kyoumoto Matsushita Takahiro Kawamura Kouji Kozaki Ken Fukuda 3DV 22 3 0 25 Dec 2023
NestE: Modeling Nested Relational Structures for Knowledge Graph Reasoning Bo Xiong M. Nayyeri Linhao Luo Zihao Wang Shirui Pan Steffen Staab 19 3 0 14 Dec 2023
Text2NKG: Fine-Grained N-ary Relation Extraction for N-ary relational Knowledge Graph Construction Haoran Luo E. Haihong Yuhao Yang Tianyu Yao Yikai Guo ... Wentai Zhang Kaiyang Wan Shiyao Peng Meina Song Wei Lin NAI 26 2 0 08 Oct 2023
Approximate Answering of Graph Queries Michael Cochez Dimitrios Alivanistos Erik Arakelyan M. Berrendorf Daniel Daza Mikhail Galkin Pasquale Minervini Mathias Niepert Hongyu Ren 30 1 0 12 Aug 2023
HyperFormer: Enhancing Entity and Relation Interaction for Hyper-Relational Knowledge Graph Completion Zhiwei Hu Víctor Gutiérrez-Basulto Zhiliang Xiang Ru Li Jeff Z. Pan 16 9 0 12 Aug 2023
Question Answering with Deep Neural Networks for Semi-Structured Heterogeneous Genealogical Knowledge Graphs Omri Suissa M. Zhitomirsky-Geffet Avshalom Elmalech GNN BDL 16 8 0 30 Jul 2023
A Multi-Task Perspective for Link Prediction with New Relation Types and Nodes Jincheng Zhou Beatrice Bevilacqua Bruno Ribeiro 19 6 0 12 Jul 2023
Shrinking Embeddings for Hyper-Relational Knowledge Graphs Bo Xiong M. Nayyer Shirui Pan Steffen Staab 14 16 0 03 Jun 2023
Representation Learning on Hyper-Relational and Numeric Knowledge Graphs with Transformers Chanyoung Chung Jaejun Lee Joyce Jiyoung Whang 21 5 0 29 May 2023
HAHE: Hierarchical Attention for Hyper-Relational Knowledge Graphs in Global and Local Level Haoran Luo E. Haihong Yuhao Yang Yikai Guo Mingzhi Sun Tianyu Yao Zichen Tang Kaiyang Wan Meina Song Wei Lin 24 7 0 11 May 2023
Few-shot Link Prediction on N-ary Facts Jiyao Wei Saiping Guan Xiaolong Jin Jiafeng Guo Xueqi Cheng 18 0 0 10 May 2023
Neural Graph Reasoning: Complex Logical Query Answering Meets Graph Databases Hongyu Ren Mikhail Galkin Michael Cochez Zhaocheng Zhu J. Leskovec NAI GNN 34 35 0 26 Mar 2023
GETT-QA: Graph Embedding based T2T Transformer for Knowledge Graph Question Answering Debayan Banerjee Pranav Ajit Nair Ricardo Usbeck Chris Biemann 21 9 0 23 Mar 2023
Sparse and Local Networks for Hypergraph Reasoning Guangxuan Xiao L. Kaelbling Jiajun Wu Jiayuan Mao NAI ReLM LRM 27 1 0 09 Mar 2023
Weisfeiler and Leman Go Relational Pablo Barceló Mikhail Galkin Christopher Morris Miguel Romero Orth GNN 29 27 0 30 Nov 2022
NQE: N-ary Query Embedding for Complex Query Answering over Hyper-Relational Knowledge Graphs Haoran Luo E. Haihong Yuhao Yang Gengxian Zhou Yikai Guo Tianyu Yao Zichen Tang X. Lin Kaiyang Wan 8 10 0 24 Nov 2022
A Dataset for Hyper-Relational Extraction and a Cube-Filling Approach Yew Ken Chia Lidong Bing Sharifah Mahani Aljunied Luo Si Soujanya Poria 11 14 0 18 Nov 2022
Learning Representations for Hyper-Relational Knowledge Graphs Harry Shomer Wei Jin Juanhui Li Yao Ma Jiliang Tang 25 15 0 30 Aug 2022
DHGE: Dual-View Hyper-Relational Knowledge Graph Embedding for Link Prediction and Entity Typing Haoran Luo E. Haihong Ling Tan Gengxian Zhou Tianyu Yao Kaiyang Wan 21 9 0 18 Jul 2022
Modern Baselines for SPARQL Semantic Parsing Debayan Banerjee Pranav Ajit Nair Jivat Neet Kaur Ricardo Usbeck Chris Biemann 22 29 0 27 Apr 2022
HEAT: Hyperedge Attention Networks Dobrik Georgiev Marc Brockschmidt Miltiadis Allamanis GNN 19 16 0 28 Jan 2022
A Survey on Visual Transfer Learning using Knowledge Graphs Sebastian Monka Lavdim Halilaj Achim Rettinger 8 22 0 27 Jan 2022
What is Event Knowledge Graph: A Survey Saiping Guan Xueqi Cheng Long Bai Fu Zhang Zixuan Li Yutao Zeng Xiaolong Jin Jiafeng Guo 13 56 0 31 Dec 2021
Zero-shot and Few-shot Learning with Knowledge Graphs: A Comprehensive Survey Jiaoyan Chen Yuxia Geng Zhuo Chen Jeff Z. Pan Yuan He Wen Zhang Ian Horrocks Hua-zeng Chen 16 41 0 18 Dec 2021
Survey on English Entity Linking on Wikidata Cedric Moller Jens Lehmann Ricardo Usbeck KELM 17 21 0 03 Dec 2021
Federated Data Science to Break Down Silos [Vision] Essam Mansour Kavitha Srinivas K. Hose FedML AI4CE 17 8 0 25 Nov 2021
Knowledge-driven Site Selection via Urban Knowledge Graph Yu Liu Jingtao Ding Yong Li 20 20 0 01 Nov 2021
Spatio-Temporal Urban Knowledge Graph Enabled Mobility Prediction Huandong Wang Qiaohong Yu Yu Liu Depeng Jin Yong Li 14 61 0 01 Nov 2021
Graph-Guided Network for Irregularly Sampled Multivariate Time Series Xiang Zhang M. Zeman Theodoros Tsiligkaridis Marinka Zitnik MLAU AI4TS 32 106 0 11 Oct 2021
Beyond NED: Fast and Effective Search Space Reduction for Complex Question Answering over Knowledge Bases Philipp Christmann Rishiraj Saha Roy G. Weikum 16 25 0 19 Aug 2021
A Study of the Quality of Wikidata K. Shenoy Filip Ilievski D. Garijo D. Schwabe Pedro A. Szekely 12 73 0 01 Jul 2021
NodePiece: Compositional and Parameter-Efficient Representations of Large Knowledge Graphs Mikhail Galkin E. Denis Jiapeng Wu William L. Hamilton OCL 15 85 0 23 Jun 2021
Query Embedding on Hyper-relational Knowledge Graphs Dimitrios Alivanistos M. Berrendorf Michael Cochez Mikhail Galkin 13 22 0 15 Jun 2021
Link Prediction on N-ary Relational Facts: A Graph-based Approach Quan Wang Haifeng Wang Yajuan Lyu Yong Zhu 19 44 0 18 May 2021
Reinforcement Learning from Reformulations in Conversational Question Answering over Knowledge Graphs Magdalena Kaiser Rishiraj Saha Roy G. Weikum 13 50 0 11 May 2021
Role-Aware Modeling for N-ary Relational Knowledge Bases Yu Liu Quanming Yao Yong Li 27 51 0 20 Apr 2021
Improving Hyper-Relational Knowledge Graph Completion Donghan Yu Yiming Yang 22 28 0 16 Apr 2021