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A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and Multimodal

12 December 2022

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Papers citing "A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and Multimodal"

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Title
Multi-modal Integration Analysis of Alzheimer's Disease Using Large Language Models and Knowledge Graphs Kanan Kiguchi Yunhao Tu Katsuhiro Ajito Fady Alnajjar Kazuyuki Murase 65 0 0 21 May 2025
Transformer-Based Multimodal Knowledge Graph Completion with Link-Aware Contexts Haodi Ma Dzmitry Kasinets Daisy Zhe Wang 114 0 0 28 Jan 2025
Smoothness Really Matters: A Simple Yet Effective Approach for Unsupervised Graph Domain Adaptation Wei Chen Guo Ye Yakun Wang Zhao Zhang Libang Zhang Daxin Wang Qing Cui Fuzhen Zhuang 172 2 0 17 Jan 2025
Stealing Training Graphs from Graph Neural Networks Minhua Lin Enyan Dai Junjie Xu Jinyuan Jia Xiang Zhang Suhang Wang DiffM 91 2 0 17 Nov 2024
Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation Mufei Li Siqi Miao Pan Li RALM 182 17 0 28 Oct 2024
Towards Continual Knowledge Graph Embedding via Incremental Distillation Jiajun Liu Wenjun Ke Peng Wang Ziyu Shang Jinhua Gao Guozheng Li Ke Ji Yanhe Liu CLL 51 21 0 07 May 2024
A Survey of Large Language Models on Generative Graph Analytics: Query, Learning, and Applications Wenbo Shang Xin Huang 99 9 0 23 Apr 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 87 44 0 19 Feb 2024
TILP: Differentiable Learning of Temporal Logical Rules on Knowledge Graphs Siheng Xiong Yuan Yang Faramarz Fekri J. C. Kerce 93 51 0 19 Feb 2024
Local-Global History-aware Contrastive Learning for Temporal Knowledge Graph Reasoning Wei Chen Huaiyu Wan Yuting Wu Shuyuan Zhao Jiayaqi Cheng Yuxin Li Youfang Lin 68 6 0 04 Dec 2023
Graph of Thoughts: Solving Elaborate Problems with Large Language Models Maciej Besta Nils Blach Aleš Kubíček Robert Gerstenberger Michal Podstawski ... Joanna Gajda Tomasz Lehmann H. Niewiadomski Piotr Nyczyk Torsten Hoefler LRM AI4CE LM&Ro 167 707 0 18 Aug 2023
InGram: Inductive Knowledge Graph Embedding via Relation Graphs Jaejun Lee Chanyoung Chung Joyce Jiyoung Whang GNN 69 48 0 31 May 2023
mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality Qinghao Ye Haiyang Xu Guohai Xu Jiabo Ye Ming Yan ... Junfeng Tian Qiang Qi Ji Zhang Feiyan Huang Jingren Zhou VLM MLLM 292 956 0 27 Apr 2023
An Audio-Visual Speech Separation Model Inspired by Cortico-Thalamo-Cortical Circuits Kai Li Fenghua Xie Hang Chen K. Yuan Xiaolin Hu 76 16 0 21 Dec 2022
Temporal Knowledge Graph Reasoning with Historical Contrastive Learning Yi Xu Junjie Ou Hui Xu Luoyi Fu AI4TS 62 99 0 20 Nov 2022
Self-supervised Heterogeneous Graph Pre-training Based on Structural Clustering Yaming Yang Ziyu Guan Zhe Wang Wei Zhao Cai Xu Weigang Lu Jianbin Huang SSL 56 43 0 19 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 Jiafeng Guo Xueqi Cheng 84 27 0 18 Oct 2022
Relational Message Passing for Fully Inductive Knowledge Graph Completion Yuxia Geng Jiaoyan Chen Jeff Z. Pan Yin Hua Song Jiang Wen Zhang Hua-zeng Chen 124 37 0 08 Oct 2022
Construction and Applications of Billion-Scale Pre-Trained Multimodal Business Knowledge Graph Shumin Deng Chengming Wang Zhoubo Li Ningyu Zhang Zelin Dai ... Mosha Chen Jiaoyan Chen Jeff Z. Pan Bryan Hooi Huajun Chen VLM 71 21 0 30 Sep 2022
TripleRE: Knowledge Graph Embeddings via Tripled Relation Vectors Long Yu Zhi-Ping Luo Huanyong Liu Deng Lin Hongzhu Li Yafeng Deng 67 17 0 17 Sep 2022
MMKGR: Multi-hop Multi-modal Knowledge Graph Reasoning Shangfei Zheng Weiqing Wang Jianfeng Qu Hongzhi Yin Wei Chen Lei Zhao LRM 72 24 0 03 Sep 2022
Subgraph Neighboring Relations Infomax for Inductive Link Prediction on Knowledge Graphs Xiaohan Xu Peng Zhang Yongquan He Chengpeng Chao Chaoyang Yan 90 60 0 28 Jul 2022
Multimodal Learning with Transformers: A Survey Peng Xu Xiatian Zhu David Clifton ViT 200 568 0 13 Jun 2022
Crowd Localization from Gaussian Mixture Scoped Knowledge and Scoped Teacher Juncheng Wang Junyuan Gao Yuan. Yuan Qi. Wang 91 18 0 12 Jun 2022
ExpressivE: A Spatio-Functional Embedding For Knowledge Graph Completion Aleksandar Pavlović Emanuel Sallinger 46 20 0 08 Jun 2022
TFLEX: Temporal Feature-Logic Embedding Framework for Complex Reasoning over Temporal Knowledge Graph Xu Lin Chengjin Xu E. Haihong Fenglong Su Gengxian Zhou Tianyi Hu Ningyuan Li Mingzhi Sun Haoran Luo ReLM 70 13 0 28 May 2022
Simple Contrastive Graph Clustering Yue Liu Xihong Yang Sihang Zhou Xinwang Liu GNN 97 118 0 11 May 2022
Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion Xiang Chen Ningyu Zhang Lei Li Shumin Deng Chuanqi Tan Changliang Xu Fei Huang Luo Si Huajun Chen 92 135 0 04 May 2022
Type-aware Embeddings for Multi-Hop Reasoning over Knowledge Graphs Zhiwei Hu Víctor Gutiérrez-Basulto Zhiliang Xiang Xiaoli Li Ru Li Jeff Z. Pan LRM 66 31 0 02 May 2022
WikiDiverse: A Multimodal Entity Linking Dataset with Diversified Contextual Topics and Entity Types Xuwu Wang Junfeng Tian Min Gui Zhixu Li Rui Wang Ming Yan Lihan Chen Yanghua Xiao VGen 71 50 0 13 Apr 2022
MuKEA: Multimodal Knowledge Extraction and Accumulation for Knowledge-based Visual Question Answering Yang Ding Jing Yu Bangchang Liu Yue Hu Mingxin Cui Qi Wu 47 64 0 17 Mar 2022
Complex Evolutional Pattern Learning for Temporal Knowledge Graph Reasoning Zixuan Li Saiping Guan Xiaolong Jin W. Peng Yajuan Lyu Yong Zhu Long Bai Wei Li Jiafeng Guo Xueqi Cheng 63 79 0 15 Mar 2022
HousE: Knowledge Graph Embedding with Householder Parameterization Rui Li Jianan Zhao Chaozhuo Li Di He Yiqi Wang ... Senzhang Wang Weiwei Deng Yanming Shen Xing Xie Qi Zhang 77 47 0 16 Feb 2022
EvoKG: Jointly Modeling Event Time and Network Structure for Reasoning over Temporal Knowledge Graphs Namyong Park Fuchen Liu Purvanshi Mehta D. Cristofor Christos Faloutsos Yuxiao Dong 73 86 0 15 Feb 2022
Knowledge Graph Reasoning with Logics and Embeddings: Survey and Perspective Wen Zhang Jiaoyan Chen Juan Li Zezhong Xu Jeff Z. Pan Huajun Chen 70 30 0 15 Feb 2022
Multi-Modal Knowledge Graph Construction and Application: A Survey Xiangru Zhu Zhixu Li Xiaodan Wang Xueyao Jiang Penglei Sun Xuwu Wang Yanghua Xiao N. Yuan 73 164 0 11 Feb 2022
InterHT: Knowledge Graph Embeddings by Interaction between Head and Tail Entities Baoxin Wang Qingye Meng Ziyue Wang Honghong Zhao Dayong Wu Wanxiang Che Shijin Wang Zhigang Chen Cong Liu 74 11 0 10 Feb 2022
Temporal Knowledge Graph Completion: A Survey Borui Cai Yong Xiang Longxiang Gao Heng Zhang Yunfeng Li Jianxin Li 55 96 0 16 Jan 2022
Learning to Walk with Dual Agents for Knowledge Graph Reasoning Denghui Zhang Zixuan Yuan Hao Liu Xiaodong Lin Hui Xiong 67 46 0 23 Dec 2021
TempoQR: Temporal Question Reasoning over Knowledge Graphs Costas Mavromatis Prasanna Lakkur Subramanyam V. Ioannidis Soji Adeshina Phillip Howard Tetiana Grinberg Nagib Hakim George Karypis 56 50 0 10 Dec 2021
A Review on Graph Neural Network Methods in Financial Applications Jianian Wang Shenmin Zhang Yanghua Xiao Rui Song AI4TS 68 110 0 27 Nov 2021
Deep Long-Tailed Learning: A Survey Yifan Zhang Bingyi Kang Bryan Hooi Shuicheng Yan Jiashi Feng VLM 109 588 0 09 Oct 2021
Inductive Representation Learning in Temporal Networks via Mining Neighborhood and Community Influences Meng Liu Yong Liu AI4TS 131 37 0 01 Oct 2021
BiQUE: Biquaternionic Embeddings of Knowledge Graphs Jia Guo Stanley Kok 357 31 0 29 Sep 2021
Temporal Knowledge Graph Completion using Box Embeddings Johannes Messner Ralph Abboud .Ismail .Ilkan Ceylan 78 106 0 18 Sep 2021
TimeTraveler: Reinforcement Learning for Temporal Knowledge Graph Forecasting Haohai Sun Jialu Zhong Yunpu Ma Zhen Han Kun He AI4TS 112 159 0 09 Sep 2021
Subgraph-aware Few-Shot Inductive Link Prediction via Meta-Learning Shuangjia Zheng Sijie Mai Ya Sun Haifeng Hu Yuedong Yang 68 23 0 26 Jul 2021
Neural Bellman-Ford Networks: A General Graph Neural Network Framework for Link Prediction Zhaocheng Zhu Zuobai Zhang Louis-Pascal Xhonneux Jian Tang GNN 97 325 0 13 Jun 2021
Path-based knowledge reasoning with textual semantic information for medical knowledge graph completion Yinyu Lan Shizhu He Xiangrong Zeng Shengping Liu Kang Liu Jun Zhao 30 25 0 27 May 2021
Graph Learning: A Survey Xiwei Xu Ke Sun Shuo Yu Abdul Aziz Liangtian Wan Shirui Pan Huan Liu GNN 89 354 0 03 May 2021