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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
QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering Michihiro Yasunaga Hongyu Ren Antoine Bosselut Percy Liang J. Leskovec RALM LMTD AI4MH LRM 63 598 0 13 Apr 2021
Inductive Relation Prediction by BERT H. Zha Zhiyu Zoey Chen Xifeng Yan 144 58 0 12 Mar 2021
OntoZSL: Ontology-enhanced Zero-shot Learning Yuxia Geng Jiaoyan Chen Zhuo Chen Jeff Z. Pan Zhiquan Ye Zonggang Yuan Yantao Jia Huajun Chen VLM 96 84 0 15 Feb 2021
KRISP: Integrating Implicit and Symbolic Knowledge for Open-Domain Knowledge-Based VQA Kenneth Marino Xinlei Chen Devi Parikh Abhinav Gupta Marcus Rohrbach 111 186 0 20 Dec 2020
Communicative Message Passing for Inductive Relation Reasoning Sijie Mai Shuangjia Zheng Yuedong Yang Haifeng Hu LRM 79 104 0 16 Dec 2020
Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge Graph Xin Lv Xu Han Lei Hou Juan-Zi Li Zhiyuan Liu Wei Zhang Yichi Zhang Hao Kong Suhui Wu LRM 62 67 0 05 Oct 2020
RTFE: A Recursive Temporal Fact Embedding Framework for Temporal Knowledge Graph Completion Youri Xu Haihong E Meina Song Wenyu Song Xiaodong Lv Haotian Wang Jinrui Yang 53 24 0 30 Sep 2020
QuatRE: Relation-Aware Quaternions for Knowledge Graph Embeddings Dai Quoc Nguyen Thanh Tien Vu T. Nguyen Dinh Q. Phung 122 33 0 26 Sep 2020
CoDEx: A Comprehensive Knowledge Graph Completion Benchmark Tara Safavi Danai Koutra ELM 66 123 0 16 Sep 2020
LowFER: Low-rank Bilinear Pooling for Link Prediction Saadullah Amin Stalin Varanasi K. Dunfield G. Neumann 64 40 0 25 Aug 2020
Bringing Light Into the Dark: A Large-scale Evaluation of Knowledge Graph Embedding Models Under a Unified Framework Mehdi Ali M. Berrendorf Charles Tapley Hoyt Laurent Vermue Mikhail Galkin Sahand Sharifzadeh Asja Fischer Volker Tresp Jens Lehmann 65 125 0 23 Jun 2020
Open Graph Benchmark: Datasets for Machine Learning on Graphs Weihua Hu Matthias Fey Marinka Zitnik Yuxiao Dong Hongyu Ren Bowen Liu Michele Catasta J. Leskovec 311 2,752 0 02 May 2020
A Survey of Convolutional Neural Networks: Analysis, Applications, and Prospects Zewen Li Wenjie Yang Shouheng Peng Fan Liu HAI 3DV 126 2,737 0 01 Apr 2020
A Survey on Knowledge Graphs: Representation, Acquisition and Applications Shaoxiong Ji Shirui Pan Min Zhang Pekka Marttinen Philip S. Yu 300 2,004 0 02 Feb 2020
Efficient Probabilistic Logic Reasoning with Graph Neural Networks Yuyu Zhang Xinshi Chen Yu’an Yang Arun Ramamurthy Yue Liu Yuan Qi Le Song AI4CE 150 111 0 29 Jan 2020
OpenBioLink: A benchmarking framework for large-scale biomedical link prediction Anna Breit Simon Ott Asan Agibetov Matthias Samwald LM&MA 79 55 0 10 Dec 2019
Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction Zhanqiu Zhang Jianyu Cai Yongdong Zhang Jie Wang 100 392 0 21 Nov 2019
Inductive Relation Prediction by Subgraph Reasoning Komal K. Teru E. Denis William L. Hamilton NAI AI4CE 98 398 0 16 Nov 2019
KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation Xiaozhi Wang Tianyu Gao Zhaocheng Zhu Zhengyan Zhang Zhiyuan Liu Juan-Zi Li Jian Tang 123 670 0 13 Nov 2019
Composition-based Multi-Relational Graph Convolutional Networks Shikhar Vashishth Soumya Sanyal Vikram Nitin Partha P. Talukdar GNN 141 849 0 08 Nov 2019
InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions Shikhar Vashishth Soumya Sanyal Vikram Nitin Nilesh Agrawal Partha P. Talukdar 101 344 0 01 Nov 2019
DRUM: End-To-End Differentiable Rule Mining On Knowledge Graphs A. Sadeghian Mohammadreza Armandpour P. Ding D. Wang 93 316 0 31 Oct 2019
Efficiently Embedding Dynamic Knowledge Graphs Tianxing Wu Arijit Khan Melvin Yong Huan Gao Cheng Li 72 66 0 15 Oct 2019
TransGCN:Coupling Transformation Assumptions with Graph Convolutional Networks for Link Prediction Ling Cai Bo Yan Gengchen Mai K. Janowicz Rui Zhu GNN 53 77 0 01 Oct 2019
Representation Learning with Ordered Relation Paths for Knowledge Graph Completion Yao Zhu Hongzhi Liu Zhonghai Wu Yang Song Tao Zhang 44 21 0 26 Sep 2019
Composing Knowledge Graph Embeddings via Word Embeddings Lianbo Ma Peng Sun Zhiwei Lin Hui Wang CoGe 42 10 0 09 Sep 2019
Collaborative Policy Learning for Open Knowledge Graph Reasoning Cong Fu Tong Chen Meng Qu Woojeong Jin Xiang Ren LRM 56 56 0 31 Aug 2019
VL-BERT: Pre-training of Generic Visual-Linguistic Representations Weijie Su Xizhou Zhu Yue Cao Bin Li Lewei Lu Furu Wei Jifeng Dai VLM MLLM SSL 177 1,668 0 22 Aug 2019
LXMERT: Learning Cross-Modality Encoder Representations from Transformers Hao Hao Tan Joey Tianyi Zhou VLM MLLM 252 2,493 0 20 Aug 2019
VisualBERT: A Simple and Performant Baseline for Vision and Language Liunian Harold Li Mark Yatskar Da Yin Cho-Jui Hsieh Kai-Wei Chang VLM 153 1,965 0 09 Aug 2019
Aligning Linguistic Words and Visual Semantic Units for Image Captioning Longteng Guo Jing Liu Jinhui Tang Jiangwei Li W. Luo Hanqing Lu 63 102 0 06 Aug 2019
Diachronic Embedding for Temporal Knowledge Graph Completion Rishab Goel Seyed Mehran Kazemi Marcus A. Brubaker Pascal Poupart 82 354 0 06 Jul 2019
Probabilistic Logic Neural Networks for Reasoning Meng Qu Jian Tang 71 164 0 20 Jun 2019
Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs Deepak Nathani Jatin Chauhan Charu Sharma Manohar Kaul 100 488 0 04 Jun 2019
Multi-relational Poincaré Graph Embeddings Ivana Balazevic Carl Allen Timothy M. Hospedales 71 271 0 23 May 2019
MMKG: Multi-Modal Knowledge Graphs Ye Liu Hui Li Alberto García-Durán Mathias Niepert Daniel Oñoro-Rubio David S. Rosenblum 76 204 0 13 Mar 2019
A Comprehensive Survey on Graph Neural Networks Zonghan Wu Shirui Pan Fengwen Chen Guodong Long Chengqi Zhang Philip S. Yu FaML GNN AI4TS AI4CE 801 8,579 0 03 Jan 2019
Graph Neural Networks: A Review of Methods and Applications Jie Zhou Ganqu Cui Shengding Hu Zhengyan Zhang Cheng Yang Zhiyuan Liu Lifeng Wang Changcheng Li Maosong Sun AI4CE GNN 1.1K 5,534 0 20 Dec 2018
An Introduction to Deep Reinforcement Learning Vincent François-Lavet Peter Henderson Riashat Islam Marc G. Bellemare Joelle Pineau OffRL AI4CE 155 1,263 0 30 Nov 2018
Differentiating Concepts and Instances for Knowledge Graph Embedding Xin Lv Lei Hou Juan-Zi Li Zhiyuan Liu 68 90 0 12 Nov 2018
End-to-end Structure-Aware Convolutional Networks for Knowledge Base Completion Mingmin Zhen Jinglu Wang Lei Zhou Jinbo Bi Tian Fang Long Quan GNN 68 597 0 11 Nov 2018
Hypernetwork Knowledge Graph Embeddings Ivana Balazevic Carl Allen Timothy M. Hospedales GNN 67 186 0 21 Aug 2018
Convolutional 2D Knowledge Graph Embeddings Tim Dettmers Pasquale Minervini Pontus Stenetorp Sebastian Riedel GNN 3DV 195 2,630 0 05 Jul 2017
Know-Evolve: Deep Temporal Reasoning for Dynamic Knowledge Graphs Rakshit S. Trivedi H. Dai Yichen Wang Le Song BDL 85 478 0 16 May 2017
Analogical Inference for Multi-Relational Embeddings Hanxiao Liu Yuexin Wu Yiming Yang 81 374 0 06 May 2017
Modeling Relational Data with Graph Convolutional Networks Michael Schlichtkrull Thomas Kipf Peter Bloem Rianne van den Berg Ivan Titov Max Welling GNN 194 4,837 0 17 Mar 2017
Gate-Variants of Gated Recurrent Unit (GRU) Neural Networks Rahul Dey F. Salem 125 1,401 0 20 Jan 2017
Structured Sequence Modeling with Graph Convolutional Recurrent Networks Youngjoo Seo M. Defferrard P. Vandergheynst Xavier Bresson GNN 156 781 0 22 Dec 2016
Probabilistic Reasoning via Deep Learning: Neural Association Models Quan Liu Hui Jiang Andrew Evdokimov Zhenhua Ling Xiaodan Zhu Si Wei Yu Hu BDL 89 99 0 24 Mar 2016
Recent Advances in Convolutional Neural Networks Jiuxiang Gu Zhenhua Wang Jason Kuen Lianyang Ma Amir Shahroudy ... Xingxing Wang Li Wang Gang Wang Jianfei Cai Tsuhan Chen 226 5,237 0 22 Dec 2015