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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
Eliciting Topic Hierarchies from Large Language Models Grace Li Tao Long Lydia B. Chilton 57 1 0 30 Oct 2023
Ontology Revision based on Pre-trained Language Models Qiu Ji Guilin Qi Yuxin Ye Jiaye Li Site Li Jianjie Ren Songtao Lu KELM 41 1 0 27 Oct 2023
Random Entity Quantization for Parameter-Efficient Compositional Knowledge Graph Representation Jiaang Li Quan Wang Yi Liu Li Zhang Zhendong Mao 65 0 0 24 Oct 2023
Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook Ming Jin Qingsong Wen Yuxuan Liang Chaoli Zhang Siqiao Xue ... Shirui Pan Vincent S. Tseng Yu Zheng Lei Chen Hui Xiong AI4TS SyDa 174 125 0 16 Oct 2023
From Continuous Dynamics to Graph Neural Networks: Neural Diffusion and Beyond Andi Han Dai Shi Lequan Lin Junbin Gao AI4CE GNN 114 24 0 16 Oct 2023
Negative Sampling with Adaptive Denoising Mixup for Knowledge Graph Embedding Xian-gan Chen Wen Zhang Zhen Yao Yin Hua Siliang Tang 97 5 0 15 Oct 2023
Relation-aware Ensemble Learning for Knowledge Graph Embedding Ling Yue Yongqi Zhang Quanming Yao Yong Li Xian Wu Ziheng Zhang Zhenxi Lin Yefeng Zheng 70 4 0 13 Oct 2023
How Do Large Language Models Capture the Ever-changing World Knowledge? A Review of Recent Advances Zihan Zhang Meng Fang Lingxi Chen Mohammad-Reza Namazi-Rad Jun Wang KELM 98 24 0 11 Oct 2023
Glitter or Gold? Deriving Structured Insights from Sustainability Reports via Large Language Models Marco Bronzini Carlo Nicolini Bruno Lepri Andrea Passerini Jacopo Staiano 59 10 0 09 Oct 2023
From Data to Dialogue: Leveraging the Structure of Knowledge Graphs for Conversational Exploratory Search Phillip Schneider Nils Rehtanz Kristiina Jokinen Florian Matthes 65 5 0 08 Oct 2023
On the Evolution of Knowledge Graphs: A Survey and Perspective Xuhui Jiang Chengjin Xu Yinghan Shen Xun Sun Lumingyuan Tang Saizhuo Wang Zhongwu Chen Yuanzhuo Wang Jian Guo 154 9 0 07 Oct 2023
Know2BIO: A Comprehensive Dual-View Benchmark for Evolving Biomedical Knowledge Graphs Yijia Xiao Dylan Steinecke Alexander R. Pelletier Yushi Bai Peipei Ping Wei Wang 85 0 0 05 Oct 2023
Retail-786k: a Large-Scale Dataset for Visual Entity Matching Bianca Lamm Janis Keuper VLM 62 3 0 29 Sep 2023
Navigating Healthcare Insights: A Birds Eye View of Explainability with Knowledge Graphs Satvik Garg Anh Nguyen Somya Garg 83 2 0 28 Sep 2023
Leveraging Pre-trained Language Models for Time Interval Prediction in Text-Enhanced Temporal Knowledge Graphs Duygu Sezen Islakoglu Mel Chekol Yannis Velegrakis 58 1 0 28 Sep 2023
Graph Neural Prompting with Large Language Models Yijun Tian Huan Song Zichen Wang Haozhu Wang Ziqing Hu Fang Wang Nitesh Chawla Panpan Xu AI4CE 107 49 0 27 Sep 2023
Prior Bilinear Based Models for Knowledge Graph Completion Jiayin Li Ruilin Luo Jiaqi Sun Jing Xiao Yujiu Yang 70 0 0 25 Sep 2023
Knowledge Graph Embedding: An Overview Xiou Ge Yun Cheng Wang Bin Wang C.-C. Jay Kuo 103 21 0 21 Sep 2023
Unsupervised Deep Cross-Language Entity Alignment Chuanyu Jiang Yiming Qian Lijun Chen Yang Gu Xia Xie 98 5 0 19 Sep 2023
Redundancy-Free Self-Supervised Relational Learning for Graph Clustering Si-Yu Yi Wei Ju Yifang Qin Xiao Luo Luchen Liu Yong-Dao Zhou Ming Zhang 125 25 0 09 Sep 2023
Unifying over-smoothing and over-squashing in graph neural networks: A physics informed approach and beyond Zhiqi Shao Dai Shi Andi Han Yi Guo Qianchuan Zhao Junbin Gao 81 12 0 06 Sep 2023
Neurosymbolic Reinforcement Learning and Planning: A Survey Kamal Acharya Waleed Raza Carlos Dourado Alvaro Velasquez Houbing Song NAI OffRL 92 17 0 02 Sep 2023
Knowledge Graph Embeddings for Multi-Lingual Structured Representations of Radiology Reports Tom van Sonsbeek Xiantong Zhen Marcel Warring 47 0 0 02 Sep 2023
AsyncET: Asynchronous Learning for Knowledge Graph Entity Typing with Auxiliary Relations Yun Cheng Wang Xiou Ge Bin Wang C.-C. Jay Kuo 77 2 0 30 Aug 2023
GADePo: Graph-Assisted Declarative Pooling Transformers for Document-Level Relation Extraction Andrei Catalin Coman Christos Theodoropoulos Marie-Francine Moens James Henderson ViT 67 0 0 28 Aug 2023
A Survey of Imbalanced Learning on Graphs: Problems, Techniques, and Future Directions Zemin Liu Yuan N. Li Nan-Fang Chen Qian Wang Bryan Hooi Bin He FaML 87 15 0 26 Aug 2023
Exploring Large Language Models for Knowledge Graph Completion Liang Yao Jiazhen Peng Chengsheng Mao Yuan Luo 127 41 0 26 Aug 2023
Media of Langue: The dictionary that visualizes Inter-Lingual Semantic Network/Space Goki Muramoto Atsuki Sato Takayoshi Koyama 65 0 0 25 Aug 2023
Evaluating Large Language Models on Graphs: Performance Insights and Comparative Analysis Chang Liu Bo Wu 81 24 0 22 Aug 2023
Linearity of Relation Decoding in Transformer Language Models Evan Hernandez Arnab Sen Sharma Tal Haklay Kevin Meng Martin Wattenberg Jacob Andreas Yonatan Belinkov David Bau KELM 90 100 0 17 Aug 2023
A Comprehensive Study on Knowledge Graph Embedding over Relational Patterns Based on Rule Learning Long Jin Zhen Yao Yin Hua Hua-zeng Chen Wen Zhang 56 4 0 15 Aug 2023
Action Class Relation Detection and Classification Across Multiple Video Datasets Yuya Yoshikawa Yutaro Shigeto Masashi Shimbo A. Takeuchi 44 0 0 15 Aug 2023
Neuro-Symbolic RDF and Description Logic Reasoners: The State-Of-The-Art and Challenges Gunjan Singh S. Bhatia Raghava Mutharaju NAI 49 2 0 09 Aug 2023
Predicting Drug-Drug Interactions Using Knowledge Graphs Lizzy Farrugia L. Azzopardi Jeremy Debattista C. Abela 27 1 0 08 Aug 2023
Fountain -- an intelligent contextual assistant combining knowledge representation and language models for manufacturing risk identification Saurabh Kumar D. Fuchs K. Spindler 46 1 0 01 Aug 2023
Question Answering with Deep Neural Networks for Semi-Structured Heterogeneous Genealogical Knowledge Graphs Omri Suissa M. Zhitomirsky-Geffet Avshalom Elmalech GNN BDL 84 9 0 30 Jul 2023
An Overview Of Temporal Commonsense Reasoning and Acquisition Georg Wenzel Adam Jatowt ReLM LRM 129 9 0 28 Jul 2023
Unlocking the Emotional World of Visual Media: An Overview of the Science, Research, and Impact of Understanding Emotion James Z. Wang Sicheng Zhao Chenyan Wu Reginald B. Adams M. Newman T. Shafir Rachelle Tsachor 138 33 0 25 Jul 2023
Neurosymbolic AI for Reasoning on Biomedical Knowledge Graphs L. Delong Ramon Fernández Mir Zonglin Ji Fiona Niamh Coulter Smith Jacques D. Fleuriot 70 1 0 17 Jul 2023
Frameless Graph Knowledge Distillation Dai Shi Zhiqi Shao Yi Guo Junbin Gao 78 4 0 13 Jul 2023
Deep learning for dynamic graphs: models and benchmarks Alessio Gravina D. Bacciu GNN AI4CE 91 15 0 12 Jul 2023
Autonomous and Ubiquitous In-node Learning Algorithms of Active Directed Graphs and Its Storage Behavior Hui Wei Weihua Miao Fushun Li GNN 37 1 0 12 Jul 2023
Improving Heterogeneous Graph Learning with Weighted Mixed-Curvature Product Manifold Tuc Nguyen-Van Dung D. Le The-Anh Ta 76 1 0 10 Jul 2023
Privacy-Preserving Graph Machine Learning from Data to Computation: A Survey Dongqi Fu Wenxuan Bao Ross Maciejewski Hanghang Tong Jingrui He 116 11 0 10 Jul 2023
Inductive Meta-path Learning for Schema-complex Heterogeneous Information Networks Shixuan Liu Changjun Fan Kewei Cheng Yunfei Wang Peng Cui Yizhou Sun Zhong Liu 48 3 0 08 Jul 2023
TransformerG2G: Adaptive time-stepping for learning temporal graph embeddings using transformers Alan John Varghese Aniruddha Bora Mengjia Xu George Karniadakis 100 6 0 05 Jul 2023
HAGNN: Hybrid Aggregation for Heterogeneous Graph Neural Networks Guanghui Zhu Zhen-Wei Zhu Hongyang Chen Chun Yuan Jiaming Ji 82 4 0 04 Jul 2023
A Comprehensive Survey of Artificial Intelligence Techniques for Talent Analytics Chuan Qin Le Zhang Yihang Cheng Rui Zha Dazhong Shen ... Xi Chen Ying Sun Chen Zhu Hengshu Zhu Hui Xiong 67 42 0 03 Jul 2023
Re-Think and Re-Design Graph Neural Networks in Spaces of Continuous Graph Diffusion Functionals Tingting Dan Jiaqi Ding Ziquan Wei S. Kovalsky Minjeong Kim Won Hwa Kim Guorong Wu DiffM 68 6 0 01 Jul 2023
Knowledge Base Completion for Long-Tail Entities Lihu Chen Simon Razniewski Gerhard Weikum KELM 75 6 0 30 Jun 2023