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A Survey on Knowledge Graphs: Representation, Acquisition and Applications
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A Survey on Knowledge Graphs: Representation, Acquisition and Applications

Shaoxiong Ji
Shirui Pan
Min Zhang
Pekka Marttinen
Philip S. Yu
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Papers citing "A Survey on Knowledge Graphs: Representation, Acquisition and Applications"

50 / 539 papers shown
Title
Expanding the Scope: Inductive Knowledge Graph Reasoning with Multi-Starting Progressive Propagation
Expanding the Scope: Inductive Knowledge Graph Reasoning with Multi-Starting Progressive Propagation
Zhoutian Shao
Yuanning Cui
Wei Hu
ReLMLRMAI4CE
87
0
0
15 Jul 2024
Revolutionizing Bridge Operation and maintenance with LLM-based Agents: An Overview of Applications and Insights
Revolutionizing Bridge Operation and maintenance with LLM-based Agents: An Overview of Applications and Insights
Xinyu-Chen
Lianzhen-Zhang
LLMAGAI4CE
110
4
0
14 Jul 2024
Converging Paradigms: The Synergy of Symbolic and Connectionist AI in LLM-Empowered Autonomous Agents
Converging Paradigms: The Synergy of Symbolic and Connectionist AI in LLM-Empowered Autonomous Agents
Haoyi Xiong
Zhiyuan Wang
Xuhong Li
Jiang Bian
Zeke Xie
Shahid Mumtaz
Laura E. Barnes
LLMAG
134
8
0
11 Jul 2024
GLBench: A Comprehensive Benchmark for Graph with Large Language Models
GLBench: A Comprehensive Benchmark for Graph with Large Language Models
Yuhan Li
Peisong Wang
Xiao Zhu
Aochuan Chen
Haiyun Jiang
Deng Cai
Victor Wai Kin Chan
Jia Li
121
18
0
10 Jul 2024
Revisiting, Benchmarking and Understanding Unsupervised Graph Domain Adaptation
Revisiting, Benchmarking and Understanding Unsupervised Graph Domain Adaptation
Meihan Liu
Zhen Zhang
Jiachen Tang
Jiajun Bu
Bingsheng He
Sheng Zhou
115
5
0
09 Jul 2024
Knowledge-Aware Parsimony Learning: A Perspective from Relational Graphs
Knowledge-Aware Parsimony Learning: A Perspective from Relational Graphs
Quanming Yao
Yongqi Zhang
Yaqing Wang
Nan Yin
James Kwok
Qiang Yang
123
0
0
29 Jun 2024
Prompt-Consistency Image Generation (PCIG): A Unified Framework Integrating LLMs, Knowledge Graphs, and Controllable Diffusion Models
Prompt-Consistency Image Generation (PCIG): A Unified Framework Integrating LLMs, Knowledge Graphs, and Controllable Diffusion Models
Yichen Sun
Zhixuan Chu
Zhan Qin
Kui Ren
DiffM
86
1
0
24 Jun 2024
LLM-Powered Explanations: Unraveling Recommendations Through Subgraph Reasoning
LLM-Powered Explanations: Unraveling Recommendations Through Subgraph Reasoning
Guangsi Shi
Xiaofeng Deng
Linhao Luo
Lijuan Xia
Lei Bao
Bei Ye
Fei Du
Shirui Pan
Yuxiao Li
97
9
0
22 Jun 2024
Towards Robust Training Datasets for Machine Learning with Ontologies: A Case Study for Emergency Road Vehicle Detection
Towards Robust Training Datasets for Machine Learning with Ontologies: A Case Study for Emergency Road Vehicle Detection
Lynn Vonderhaar
Timothy Elvira
T. Procko
Omar Ochoa
92
0
0
21 Jun 2024
Few-shot Knowledge Graph Relational Reasoning via Subgraph Adaptation
Few-shot Knowledge Graph Relational Reasoning via Subgraph Adaptation
Haochen Liu
Song Wang
Chen Chen
Jundong Li
87
2
0
19 Jun 2024
On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey
On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey
Lin Long
Rui Wang
Ruixuan Xiao
Junbo Zhao
Xiao Ding
Gang Chen
Haobo Wang
SyDa
115
127
0
14 Jun 2024
A Survey on Large Language Models from General Purpose to Medical Applications: Datasets, Methodologies, and Evaluations
A Survey on Large Language Models from General Purpose to Medical Applications: Datasets, Methodologies, and Evaluations
Jinqiang Wang
Huansheng Ning
Yi Peng
Qikai Wei
Daniel Tesfai
Wenwei Mao
Tao Zhu
Runhe Huang
LM&MAAI4MHELM
153
8
0
14 Jun 2024
Self-supervised Graph Neural Network for Mechanical CAD Retrieval
Self-supervised Graph Neural Network for Mechanical CAD Retrieval
Yuhan Quan
Huan Zhao
Jinfeng Yi
Yuqiang Chen
75
1
0
13 Jun 2024
Logical Reasoning with Relation Network for Inductive Knowledge Graph Completion
Logical Reasoning with Relation Network for Inductive Knowledge Graph Completion
Qinggang Zhang
Keyu Duan
Junnan Dong
Pai Zheng
Xiao Huang
114
3
0
03 Jun 2024
Poisoning Attacks and Defenses in Recommender Systems: A Survey
Poisoning Attacks and Defenses in Recommender Systems: A Survey
Zongwei Wang
Junliang Yu
Min Gao
Wei Yuan
Guanhua Ye
S. Sadiq
Hongzhi Yin
AAML
90
6
0
03 Jun 2024
Applications of Generative AI (GAI) for Mobile and Wireless Networking: A Survey
Applications of Generative AI (GAI) for Mobile and Wireless Networking: A Survey
Thai-Hoc Vu
Senthil Kumar Jagatheesaperumal
Minh-Duong Nguyen
Nguyen Van Huynh
Sunghwan Kim
Quoc-Viet Pham
94
13
0
30 May 2024
Assessing LLMs Suitability for Knowledge Graph Completion
Assessing LLMs Suitability for Knowledge Graph Completion
Vasile Ionut Iga
G. Silaghi
79
3
0
27 May 2024
Uncertainty Management in the Construction of Knowledge Graphs: a Survey
Uncertainty Management in the Construction of Knowledge Graphs: a Survey
Lucas Jarnac
Yoan Chabot
Miguel Couceiro
49
0
0
27 May 2024
KG-FIT: Knowledge Graph Fine-Tuning Upon Open-World Knowledge
KG-FIT: Knowledge Graph Fine-Tuning Upon Open-World Knowledge
Pengcheng Jiang
Lang Cao
Cao Xiao
Parminder Bhatia
Jimeng Sun
Jiawei Han
AI4MH
83
7
0
26 May 2024
Towards Feature Engineering with Human and AI's Knowledge: Understanding Data Science Practitioners' Perceptions in Human&AI-Assisted Feature Engineering Design
Towards Feature Engineering with Human and AI's Knowledge: Understanding Data Science Practitioners' Perceptions in Human&AI-Assisted Feature Engineering Design
Qian Zhu
Dakuo Wang
Shuai Ma
April Yi Wang
Zixin Chen
Udayan Khurana
Xiaojuan Ma
95
1
0
23 May 2024
Simulating Petri nets with Boolean Matrix Logic Programming
Simulating Petri nets with Boolean Matrix Logic Programming
L. Ai
Stephen Muggleton
Shishun Liang
Geoff S. Baldwin
36
0
0
18 May 2024
Empowering Small-Scale Knowledge Graphs: A Strategy of Leveraging General-Purpose Knowledge Graphs for Enriched Embeddings
Empowering Small-Scale Knowledge Graphs: A Strategy of Leveraging General-Purpose Knowledge Graphs for Enriched Embeddings
Albert Sawczyn
Jakub Binkowski
Piotr Bielak
Tomasz Kajdanowicz
104
0
0
17 May 2024
AMCEN: An Attention Masking-based Contrastive Event Network for Two-stage Temporal Knowledge Graph Reasoning
AMCEN: An Attention Masking-based Contrastive Event Network for Two-stage Temporal Knowledge Graph Reasoning
Jing Yang
Tianlin Li
Yutong Wang
Jiawei Wang
Fei-Yue Wang
72
0
0
16 May 2024
CleanGraph: Human-in-the-loop Knowledge Graph Refinement and Completion
CleanGraph: Human-in-the-loop Knowledge Graph Refinement and Completion
Tyler Bikaun
Michael Stewart
Wei Liu
43
1
0
07 May 2024
FOKE: A Personalized and Explainable Education Framework Integrating Foundation Models, Knowledge Graphs, and Prompt Engineering
FOKE: A Personalized and Explainable Education Framework Integrating Foundation Models, Knowledge Graphs, and Prompt Engineering
Silan Hu
Xiaoning Wang
AI4Ed
43
3
0
06 May 2024
SpherE: Expressive and Interpretable Knowledge Graph Embedding for Set Retrieval
SpherE: Expressive and Interpretable Knowledge Graph Embedding for Set Retrieval
Zihao Li
Yuyi Ao
Jingrui He
88
10
0
29 Apr 2024
Delayed Bottlenecking: Alleviating Forgetting in Pre-trained Graph Neural Networks
Delayed Bottlenecking: Alleviating Forgetting in Pre-trained Graph Neural Networks
Zhe Zhao
Pengkun Wang
Xu Wang
Haibin Wen
Xiaolong Xie
Zhengyang Zhou
Qingfu Zhang
Yang Wang
AI4CECLL
63
0
0
23 Apr 2024
Generate-on-Graph: Treat LLM as both Agent and KG in Incomplete Knowledge Graph Question Answering
Generate-on-Graph: Treat LLM as both Agent and KG in Incomplete Knowledge Graph Question Answering
Yao Xu
Shizhu He
Jiabei Chen
Zihao Wang
Yangqiu Song
Hanghang Tong
Kang Liu
Jun Zhao
85
28
0
23 Apr 2024
A Continual Relation Extraction Approach for Knowledge Graph Completeness
A Continual Relation Extraction Approach for Knowledge Graph Completeness
Sefika Efeoglu
94
2
0
20 Apr 2024
Reinforcement Learning Approach for Integrating Compressed Contexts into Knowledge Graphs
Reinforcement Learning Approach for Integrating Compressed Contexts into Knowledge Graphs
Ngoc Quach
Qi Wang
Zijun Gao
Qifeng Sun
Bo Guan
Lillian Floyd
OffRLGNN
72
5
0
19 Apr 2024
P-NAL: an Effective and Interpretable Entity Alignment Method
P-NAL: an Effective and Interpretable Entity Alignment Method
Chuanhao Xu
Jingwei Cheng
Fu Zhang
93
1
0
18 Apr 2024
Progressive Knowledge Graph Completion
Progressive Knowledge Graph Completion
Jiayi Li
Ruilin Luo
Jiaqi Sun
Jing Xiao
Yujiu Yang
95
1
0
15 Apr 2024
KG-CTG: Citation Generation through Knowledge Graph-guided Large Language Models
KG-CTG: Citation Generation through Knowledge Graph-guided Large Language Models
Avinash Anand
Mohit Gupta
Kritarth Prasad
Ujjwal Goel
Naman Lal
Astha Verma
R. Shah
96
7
0
15 Apr 2024
Distilling Reasoning Ability from Large Language Models with Adaptive Thinking
Distilling Reasoning Ability from Large Language Models with Adaptive Thinking
Xiao Chen
Sihang Zhou
K. Liang
Xinwang Liu
ReLMLRM
117
6
0
14 Apr 2024
Knowledge graphs for empirical concept retrieval
Knowledge graphs for empirical concept retrieval
Lenka Tětková
Teresa Scheidt
Maria Mandrup Fogh
Ellen Marie Gaunby Jorgensen
F. Nielsen
Lars Kai Hansen
69
2
0
10 Apr 2024
Extract, Define, Canonicalize: An LLM-based Framework for Knowledge Graph Construction
Extract, Define, Canonicalize: An LLM-based Framework for Knowledge Graph Construction
Bowen Zhang
Harold Soh
89
28
0
05 Apr 2024
Locating and Editing Factual Associations in Mamba
Locating and Editing Factual Associations in Mamba
Arnab Sen Sharma
David Atkinson
David Bau
KELM
126
31
0
04 Apr 2024
Construction and Application of Materials Knowledge Graph in Multidisciplinary Materials Science via Large Language Model
Construction and Application of Materials Knowledge Graph in Multidisciplinary Materials Science via Large Language Model
Yanpeng Ye
Jie Ren
Shaozhou Wang
Yuwei Wan
Imran Razzak
B. Hoex
Haofen Wang
Tong Xie
Wenjie Zhang
AI4CE
149
4
0
03 Apr 2024
PROMPT-SAW: Leveraging Relation-Aware Graphs for Textual Prompt Compression
PROMPT-SAW: Leveraging Relation-Aware Graphs for Textual Prompt Compression
Muhammad Asif Ali
Zhengping Li
Shu Yang
Keyuan Cheng
Yang Cao
Tianhao Huang
Lijie Hu
Lu Yu
Di Wang
VLMRALM
89
9
0
30 Mar 2024
Heterogeneous Contrastive Learning for Foundation Models and Beyond
Heterogeneous Contrastive Learning for Foundation Models and Beyond
Lecheng Zheng
Baoyu Jing
Zihao Li
Hanghang Tong
Jingrui He
VLM
108
23
0
30 Mar 2024
Knowledge-Enhanced Recommendation with User-Centric Subgraph Network
Knowledge-Enhanced Recommendation with User-Centric Subgraph Network
Guangyi Liu
Quanming Yao
Yongqi Zhang
Lei Chen
53
3
0
21 Mar 2024
Enabling Generalized Zero-shot Learning Towards Unseen Domains by Intrinsic Learning from Redundant LLM Semantics
Enabling Generalized Zero-shot Learning Towards Unseen Domains by Intrinsic Learning from Redundant LLM Semantics
Jiaqi Yue
Jiancheng Zhao
Chunhui Zhao
Biao Huang
90
0
0
21 Mar 2024
Construction of Hyper-Relational Knowledge Graphs Using Pre-Trained Large Language Models
Construction of Hyper-Relational Knowledge Graphs Using Pre-Trained Large Language Models
Preetha Datta
Fedor Vitiugin
Anastasiia Chizhikova
Nitin Sawhney
KELM
75
1
0
18 Mar 2024
Entity Alignment with Unlabeled Dangling Cases
Entity Alignment with Unlabeled Dangling Cases
Hang Yin
Dong Ding
Liyao Xiang
Yuheng He
Yihan Wu
Xinbing Wang
Cheng Zhou
110
1
0
16 Mar 2024
Improving deep learning with prior knowledge and cognitive models: A survey on enhancing explainability, adversarial robustness and zero-shot learning
Improving deep learning with prior knowledge and cognitive models: A survey on enhancing explainability, adversarial robustness and zero-shot learning
F. Mumuni
A. Mumuni
AAML
105
7
0
11 Mar 2024
Counterfactual Reasoning with Knowledge Graph Embeddings
Counterfactual Reasoning with Knowledge Graph Embeddings
Lena Zellinger
Andreas Stephan
Benjamin Roth
50
0
0
11 Mar 2024
BloomGML: Graph Machine Learning through the Lens of Bilevel Optimization
BloomGML: Graph Machine Learning through the Lens of Bilevel Optimization
Amber Yijia Zheng
Tong He
Yixuan Qiu
Minjie Wang
David Wipf
99
2
0
07 Mar 2024
A Survey on Temporal Knowledge Graph: Representation Learning and Applications
A Survey on Temporal Knowledge Graph: Representation Learning and Applications
Lianshang Cai
Xin Mao
Yuhao Zhou
Zhaoguang Long
Changxu Wu
Man Lan
72
18
0
02 Mar 2024
Negative Sampling in Knowledge Graph Representation Learning: A Review
Negative Sampling in Knowledge Graph Representation Learning: A Review
Tiroshan Madushanka
R. Ichise
96
10
0
29 Feb 2024
Pointing out the Shortcomings of Relation Extraction Models with Semantically Motivated Adversarials
Pointing out the Shortcomings of Relation Extraction Models with Semantically Motivated Adversarials
Gennaro Nolano
Moritz Blum
Basil Ell
Philipp Cimiano
57
1
0
29 Feb 2024

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