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A Survey on Knowledge Graphs: Representation, Acquisition and Applications

2 February 2020

Philip S. Yu

Papers citing "A Survey on Knowledge Graphs: Representation, Acquisition and Applications"

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Title
Relevant Entity Selection: Knowledge Graph Bootstrapping via Zero-Shot Analogical Pruning Lucas Jarnac Miguel Couceiro Pierre Monnin 74 11 0 28 Jun 2023
TransERR: Translation-based Knowledge Graph Embedding via Efficient Relation Rotation Jiang Li Xiangdong Su Fujun Zhang Guanglai Gao 92 1 0 26 Jun 2023
IERL: Interpretable Ensemble Representation Learning -- Combining CrowdSourced Knowledge and Distributed Semantic Representations Yuxin Zi Kaushik Roy Vignesh Narayanan Manas Gaur Amit P. Sheth 60 8 0 24 Jun 2023
Variational Disentangled Graph Auto-Encoders for Link Prediction Jun Fu Xiaojuan Zhang Shuang Li Dali Chen CML DRL 69 3 0 20 Jun 2023
Advancing Biomedicine with Graph Representation Learning: Recent Progress, Challenges, and Future Directions Fang Li Yi Nian Zenan Sun Cui Tao LM&MA OOD AI4TS AI4CE 79 6 0 18 Jun 2023
Do as I can, not as I get Shangfei Zheng Hongzhi Yin Tong Chen Quoc Viet Hung Nguyen Wei Chen Lei Zhao 91 2 0 17 Jun 2023
Research on Named Entity Recognition in Improved transformer with R-Drop structure Weidong Ji Yousheng Zhang Guohui Zhou Xu Wang 88 0 0 14 Jun 2023
Unifying Large Language Models and Knowledge Graphs: A Roadmap Shirui Pan Linhao Luo Yufei Wang Chen Chen Jiapu Wang Xindong Wu KELM 163 791 0 14 Jun 2023
Comprehensive evaluation of deep and graph learning on drug-drug interactions prediction Xuan Lin Lichang Dai Yafang Zhou Zunpeng Yu Wen Zhang ... Li Zeng Hao-Heng Chen Bosheng Song Philip S. Yu Xiangxiang Zeng GNN 66 62 0 08 Jun 2023
A Review on Knowledge Graphs for Healthcare: Resources, Applications, and Promises Hejie Cui Jiaying Lu Shiyu Wang Shiyu Wang Wenjing Ma ... Fei Wang Carl Yang Mengdi Huai Fei Wang Carl Yang 138 12 0 07 Jun 2023
Joint Pre-training and Local Re-training: Transferable Representation Learning on Multi-source Knowledge Graphs Zequn Sun Jiacheng Huang Jing-Rong Lin Xiaozhou Xu Qijin Chen Wei Hu 62 2 0 05 Jun 2023
An Overview on Generative AI at Scale with Edge-Cloud Computing Yun Cheng Wang Jintang Xue Chengwei Wei C.-C. Jay Kuo 71 35 0 02 Jun 2023
InGram: Inductive Knowledge Graph Embedding via Relation Graphs Jaejun Lee Chanyoung Chung Joyce Jiyoung Whang GNN 83 48 0 31 May 2023
Representation Learning on Hyper-Relational and Numeric Knowledge Graphs with Transformers Chanyoung Chung Jaejun Lee Joyce Jiyoung Whang 86 15 0 29 May 2023
Explainable Machine Learning for Categorical and Mixed Data with Lossless Visualization Boris Kovalerchuk Elijah McCoy 75 3 0 29 May 2023
GPT4Graph: Can Large Language Models Understand Graph Structured Data ? An Empirical Evaluation and Benchmarking Jiayan Guo Lun Du Hengyu Liu Mengyu Zhou Xinyi He Shi Han AI4MH 99 167 0 24 May 2023
Towards Complex Dynamic Physics System Simulation with Graph Neural ODEs Guangsi Shi Daokun Zhang Ming Jin Shirui Pan Philip S. Yu AI4CE 97 4 0 21 May 2023
HaSa: Hardness and Structure-Aware Contrastive Knowledge Graph Embedding Honggen Zhang Igor Molybog Xufeng Zhao 101 7 0 17 May 2023
River of No Return: Graph Percolation Embeddings for Efficient Knowledge Graph Reasoning Kai Wang Siqiang Luo Dan Lin 76 4 0 17 May 2023
Completeness, Recall, and Negation in Open-World Knowledge Bases: A Survey Simon Razniewski Hiba Arnaout Tuan-Phong Nguyen Fabian M. Suchanek 70 10 0 09 May 2023
Temporal and Heterogeneous Graph Neural Network for Financial Time Series Prediction Sheng Xiang Dawei Cheng Chencheng Shang Ying Zhang Yuqi Liang AIFin AI4TS 93 57 0 09 May 2023
Multi-source Education Knowledge Graph Construction and Fusion for College Curricula Zeju Li Lin-xiao Cheng Chun-Xiao Zhang Xinning Zhu Hui-Juan Zhao 37 10 0 08 May 2023
ChatGraph: Interpretable Text Classification by Converting ChatGPT Knowledge to Graphs Yucheng Shi Hehuan Ma Wenliang Zhong Qiaoyu Tan Gengchen Mai Xiang Li Tianming Liu Junzhou Huang AI4MH 73 35 0 03 May 2023
Uncovering CWE-CVE-CPE Relations with Threat Knowledge Graphs Zhenpeng Shi Nikolay Matyunin Kalman Graffi D. Starobinski 74 13 0 01 May 2023
BERT Based Clinical Knowledge Extraction for Biomedical Knowledge Graph Construction and Analysis Ayoub Harnoune Maryem Rhanoui M. Mikram Siham Yousfi Zineb Elkaimbillah B. E. Asri 62 86 0 21 Apr 2023
Normalizing Flow-based Neural Process for Few-Shot Knowledge Graph Completion Linhao Luo Yuan-Fang Li Gholamreza Haffari Shirui Pan BDL 80 31 0 17 Apr 2023
GeoGraphViz: Geographically Constrained 3D Force-Directed Graph for Knowledge Graph Visualization Sizhe Wang Wenwen Li Zhining Gu 30 8 0 14 Apr 2023
Incorporating Structured Sentences with Time-enhanced BERT for Fully-inductive Temporal Relation Prediction Zhongwu Chen Chengjin Xu Fenglong Su Zhen Huang Yong Dou 79 16 0 10 Apr 2023
Deep Active Alignment of Knowledge Graph Entities and Schemata Jiacheng Huang Zequn Sun Qijin Chen Xiaozhou Xu Weijun Ren Wei Hu 78 11 0 10 Apr 2023
Graph-ToolFormer: To Empower LLMs with Graph Reasoning Ability via Prompt Augmented by ChatGPT Jiawei Zhang LRM 124 78 0 10 Apr 2023
DREAM: Adaptive Reinforcement Learning based on Attention Mechanism for Temporal Knowledge Graph Reasoning Shangfei Zheng Hongzhi Yin Tong Chen Quoc Viet Hung Nguyen Wei Chen Lei Zhao AI4TS 57 20 0 08 Apr 2023
Exploring Collaborative Distributed Diffusion-Based AI-Generated Content (AIGC) in Wireless Networks Hongyang Du Ruichen Zhang Fellow Ieee Dusit Niyato Jiawen Kang Zehui Xiong Fellow Ieee Dong In Kim Fellow Ieee Sherman Shen X. Shen L. F. I. H. Vincent Poor DiffM 122 78 0 07 Apr 2023
Counterfactual Learning on Graphs: A Survey Zhimeng Guo Teng Xiao Zongyu Wu Charu C. Aggarwal Hui Liu Suhang Wang CML AI4CE 134 19 0 03 Apr 2023
TLAG: An Informative Trigger and Label-Aware Knowledge Guided Model for Dialogue-based Relation Extraction Hao An Dongsheng Chen Weiyuan Xu Zhihong Zhu Yuexian Zou 99 2 0 30 Mar 2023
Pre-training Transformers for Knowledge Graph Completion Sanxing Chen Hao Cheng Xiaodong Liu Jian Jiao Yangfeng Ji Jianfeng Gao 74 2 0 28 Mar 2023
PromptORE -- A Novel Approach Towards Fully Unsupervised Relation Extraction Pierre-Yves Genest Pierre-Edouard Portier Elöd Egyed-Zsigmond L. Goix LRM 91 14 0 24 Mar 2023
Knowledge Graphs: Opportunities and Challenges Ciyuan Peng Xiwei Xu Mehdi Naseriparsa Francesco Osborne 69 292 0 24 Mar 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 77 2 0 22 Mar 2023
Understanding Expressivity of GNN in Rule Learning Haiquan Qiu Yongqi Zhang Yong Li Quanming Yao AI4CE 61 6 0 22 Mar 2023
A Survey of Graph Prompting Methods: Techniques, Applications, and Challenges Xuansheng Wu Kaixiong Zhou Mingchen Sun Xin Wang Ninghao Liu 100 12 0 13 Mar 2023
Comprehensive Event Representations using Event Knowledge Graphs and Natural Language Processing Tin Kuculo NAI 65 1 0 08 Mar 2023
Neural Compositional Rule Learning for Knowledge Graph Reasoning Kewei Cheng Nesreen Ahmed Yizhou Sun NAI 77 25 0 07 Mar 2023
The Contribution of Knowledge in Visiolinguistic Learning: A Survey on Tasks and Challenges Maria Lymperaiou Giorgos Stamou VLM 101 4 0 04 Mar 2023
Treat Different Negatives Differently: Enriching Loss Functions with Domain and Range Constraints for Link Prediction Nicolas Hubert Pierre Monnin Armelle Brun D. Monticolo 99 4 0 01 Mar 2023
Diversity matters: Robustness of bias measurements in Wikidata Paramita Das Sai Keerthana Karnam Anirban Panda Bhanu Prakash Reddy Guda Soumya Sarkar Animesh Mukherjee 46 5 0 27 Feb 2023
Knowledge Graph Completion with Counterfactual Augmentation Heng Chang Jie Cai Jia Li 78 27 0 25 Feb 2023
Construction of Knowledge Graphs: State and Challenges Marvin Hofer Daniel Obraczka A. Saeedi Hanna Köpcke Erhard Rahm 78 38 0 22 Feb 2023
Knowledge-augmented Graph Machine Learning for Drug Discovery: A Survey from Precision to Interpretability Zhiqiang Zhong A. Barkova Davide Mottin 85 8 0 16 Feb 2023
Self-Supervised Temporal Graph learning with Temporal and Structural Intensity Alignment Meng Liu K. Liang Bin Xiao Wenxuan Tu Sihang Zhou Xihong Yang Xinwang Liu Yue Liu 102 72 0 15 Feb 2023
Neurosymbolic AI for Reasoning over Knowledge Graphs: A Survey L. Delong Ramon Fernández Mir Jacques D. Fleuriot NAI 120 13 0 14 Feb 2023