Composition-based Multi-Relational Graph Convolutional Networks

8 November 2019

Papers citing "Composition-based Multi-Relational Graph Convolutional Networks"

50 / 81 papers shown

Title
Soft Reasoning Paths for Knowledge Graph Completion Yanning Hou Sihang Zhou Ke Liang Lingyuan Meng Xiaoshu Chen K. Xu Siwei Wang Xinwang Liu Jian Huang 27 0 0 06 May 2025
QuatE-D: A Distance-Based Quaternion Model for Knowledge Graph Embedding Hamideh-Sadat Fazael-Ardakani Hamid Soltanian-Zadeh 26 0 0 18 Apr 2025
Edge Prompt Tuning for Graph Neural Networks Xingbo Fu Yinhan He Jundong Li 46 1 0 02 Mar 2025
K-ON: Stacking Knowledge On the Head Layer of Large Language Model Lingbing Guo Y. Zhang Zhongpu Bo Zhuo Chen Mengshu Sun Zhiqiang Zhang Wen Zhang H. Chen 77 0 0 10 Feb 2025
PathE: Leveraging Entity-Agnostic Paths for Parameter-Efficient Knowledge Graph Embeddings Ioannis Reklos Jacopo de Berardinis Elena Simperl Albert Meroño-Peñuela 121 0 0 31 Jan 2025
Bridge: A Unified Framework to Knowledge Graph Completion via Language Models and Knowledge Representation Qiao Qiao Yuepei Li Qing Wang Kang Zhou Qi Li 39 0 0 11 Nov 2024
Towards Graph Foundation Models: Training on Knowledge Graphs Enables Transferability to General Graphs Kai Wang Siqiang Luo Caihua Shan Yifei Shen 30 1 0 16 Oct 2024
MARS: A neurosymbolic approach for interpretable drug discovery L. Delong Yojana Gadiya Paola Galdi Jacques D. Fleuriot Daniel Domingo-Fernández 73 2 0 02 Oct 2024
Preventing Representational Rank Collapse in MPNNs by Splitting the Computational Graph Andreas Roth Franka Bause Nils M. Kriege Thomas Liebig 33 2 0 17 Sep 2024
Bridging LLMs and KGs without Fine-Tuning: Intermediate Probing Meets Subgraph-Aware Entity Descriptions Bo Xue Yi Xu Yunchong Song Yiming Pang Yuyang Ren Jiaxin Ding Luoyi Fu Xinbing Wang OffRL 49 1 0 13 Aug 2024
Large Language Model Enhanced Knowledge Representation Learning: A Survey Xin Wang Zirui Chen Haofen Wang Leong Hou U Zhao Li Wenbin Guo KELM 60 3 0 01 Jul 2024
SememeLM: A Sememe Knowledge Enhanced Method for Long-tail Relation Representation Shuyi Li Shaojuan Wu Xiaowang Zhang Zhiyong Feng 37 0 0 13 Jun 2024
Cardinality Estimation on Hyper-relational Knowledge Graphs Fei Teng Haoyang Li Shimin Di Lei Chen 67 3 0 24 May 2024
Historically Relevant Event Structuring for Temporal Knowledge Graph Reasoning Jinchuan Zhang Bei Hui Chong Mu Ming Sun Quanjiang Guo Ling Tian 63 1 0 17 May 2024
HIP Network: Historical Information Passing Network for Extrapolation Reasoning on Temporal Knowledge Graph Yongquan He Peng Zhang Luchen Liu Qi Liang Wenyuan Zhang Chuang Zhang 19 43 0 19 Feb 2024
Prompting Disentangled Embeddings for Knowledge Graph Completion with Pre-trained Language Model Yuxia Geng Jiaoyan Chen Yuhang Zeng Zhuo Chen Wen Zhang Jeff Z. Pan Yuxiang Wang Xiaoliang Xu 42 2 0 04 Dec 2023
Re-Temp: Relation-Aware Temporal Representation Learning for Temporal Knowledge Graph Completion Kunze Wang S. Han Josiah Poon 13 3 0 24 Oct 2023
Navigating Healthcare Insights: A Birds Eye View of Explainability with Knowledge Graphs Satvik Garg Anh Nguyen Somya Garg 29 2 0 28 Sep 2023
TouchUp-G: Improving Feature Representation through Graph-Centric Finetuning Jing Zhu Xiang Song V. Ioannidis Danai Koutra Christos Faloutsos 54 13 0 25 Sep 2023
Dipping PLMs Sauce: Bridging Structure and Text for Effective Knowledge Graph Completion via Conditional Soft Prompting Chen Chen Yufei Wang Aixin Sun Bing Li Kwok-Yan Lam 24 39 0 04 Jul 2023
DsMtGCN: A Direction-sensitive Multi-task framework for Knowledge Graph Completion Jining Wang Chuan Chen Zibin Zheng Yuren Zhou 28 1 0 17 Jun 2023
On Performance Discrepancies Across Local Homophily Levels in Graph Neural Networks Donald Loveland Jiong Zhu Mark Heimann Benjamin Fish Michael T. Shaub Danai Koutra 23 5 0 08 Jun 2023
Shrinking Embeddings for Hyper-Relational Knowledge Graphs Bo Xiong M. Nayyer Shirui Pan Steffen Staab 17 16 0 03 Jun 2023
Knowledge Graph-Augmented Language Models for Knowledge-Grounded Dialogue Generation Minki Kang Jin Myung Kwak Jinheon Baek Sung Ju Hwang RALM 8 57 0 30 May 2023
Knowledge Graphs Querying Arijit Khan 26 16 0 23 May 2023
Edge Directionality Improves Learning on Heterophilic Graphs Emanuele Rossi Bertrand Charpentier Francesco Di Giovanni Fabrizio Frasca Stephan Günnemann Michael M. Bronstein 15 56 0 17 May 2023
A Knowledge Graph Perspective on Supply Chain Resilience Yushan Liu Bailan He Marcel Hildebrandt Maximilian Buchner Daniela Inzko Roger Wernert Emanuel Weigel Dagmar Beyer Martin Berbalk Volker Tresp 14 5 0 15 May 2023
From Wide to Deep: Dimension Lifting Network for Parameter-efficient Knowledge Graph Embedding Borui Cai Yong Xiang Longxiang Gao Di Wu Heng Zhang Jiongdao Jin Tom H. Luan 21 1 0 22 Mar 2023
KGTrust: Evaluating Trustworthiness of SIoT via Knowledge Enhanced Graph Neural Networks Zhizhi Yu Di Jin Cuiying Huo Zhiqiang Wang Xiulong Liu Heng Qi Jia Wu Lingfei Wu 25 9 0 22 Feb 2023
GTRL: An Entity Group-Aware Temporal Knowledge Graph Representation Learning Method Xing Tang Ling-Hao Chen AI4TS 8 4 0 22 Feb 2023
KG-ECO: Knowledge Graph Enhanced Entity Correction for Query Rewriting Jason (Jinglun) Cai Mingda Li Ziyan Jiang Eunah Cho Zheng Chen Yang Liu Xing Fan Chenlei Guo 38 7 0 21 Feb 2023
A Theory of Link Prediction via Relational Weisfeiler-Leman on Knowledge Graphs Xingyue Huang Miguel Romero .Ismail .Ilkan Ceylan Pablo Barceló 19 23 0 04 Feb 2023
Analogical Inference Enhanced Knowledge Graph Embedding Zhen Yao Wen Zhang Mingyang Chen Yufen Huang Yezhou Yang Hua-zeng Chen 31 12 0 03 Jan 2023
A Retrieve-and-Read Framework for Knowledge Graph Link Prediction Vardaan Pahuja Boshi Wang Hugo Latapie Jayanth Srinivasa Yu-Chuan Su 15 13 0 19 Dec 2022
Analysis of Drug repurposing Knowledge graphs for Covid-19 Ajay K. Gogineni 23 2 0 07 Dec 2022
Temporal Knowledge Graph Reasoning with Historical Contrastive Learning Yi Xu Junjie Ou Hui Xu Luoyi Fu AI4TS 6 90 0 20 Nov 2022
ReInform: Selecting paths with reinforcement learning for contextualized link prediction M. Speranskaya Sameh Methias Benjamin Roth KELM LRM 14 0 0 19 Nov 2022
Type Information Utilized Event Detection via Multi-Channel GNNs in Electrical Power Systems Qian Li Jianxin Li Lihong Wang Cheng Ji Yiming Hei Jiawei Sheng Qingyun Sun Shan Xue P. Xie 16 8 0 15 Nov 2022
DeepE: a deep neural network for knowledge graph embedding Zhu Danhao Shen Si Huang Shujian Yinhong Chang Ding Ziqi GNN 14 1 0 09 Nov 2022
Search to Pass Messages for Temporal Knowledge Graph Completion Zhen Wang Haotong Du Quanming Yao Xuelong Li 20 11 0 30 Oct 2022
RulE: Knowledge Graph Reasoning with Rule Embedding Xiaojuan Tang Song-Chun Zhu Yitao Liang Muhan Zhang 13 2 0 24 Oct 2022
HiSMatch: Historical Structure Matching based Temporal Knowledge Graph Reasoning Zixuan Li Zhongni Hou Saiping Guan Xiaolong Jin W. Peng Long Bai Yajuan Lyu Wei Li J. Guo Xueqi Cheng 25 25 0 18 Oct 2022
Entity Aware Negative Sampling with Auxiliary Loss of False Negative Prediction for Knowledge Graph Embedding Sang-hyun Je 20 3 0 12 Oct 2022
SMiLE: Schema-augmented Multi-level Contrastive Learning for Knowledge Graph Link Prediction Miao Peng Ben Liu Qianqian Xie Wenjie Xu Hua Wang Min Peng 16 11 0 10 Oct 2022
Bending the Future: Autoregressive Modeling of Temporal Knowledge Graphs in Curvature-Variable Hyperbolic Spaces J. Sohn Mingyu Derek Ma Muhao Chen 27 2 0 12 Sep 2022
Inductive Knowledge Graph Reasoning for Multi-batch Emerging Entities Yuanning Cui Yuxin Wang Zequn Sun Wenqiang Liu Yiqiao Jiang Kexin Han Wei Hu LRM 16 14 0 22 Aug 2022
A*Net: A Scalable Path-based Reasoning Approach for Knowledge Graphs Zhaocheng Zhu Xinyu Yuan Mikhail Galkin Sophie Xhonneux Ming Zhang Maxime Gazeau Jian Tang GNN LRM 29 34 0 07 Jun 2022
QAGCN: Answering Multi-Relation Questions via Single-Step Implicit Reasoning over Knowledge Graphs Ruijie Wang Luca Rossetto Michael Cochez Abraham Bernstein GNN LRM 11 3 0 03 Jun 2022
Relphormer: Relational Graph Transformer for Knowledge Graph Representations Zhen Bi Shuyang Cheng Jing Chen Xiaozhuan Liang Feiyu Xiong Ningyu Zhang 29 37 0 22 May 2022
Meta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated Setting Mingyang Chen Wen Zhang Zhen Yao Xian-gan Chen Mengxiao Ding Fei Huang Huajun Chen FedML 18 26 0 10 May 2022