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2007.14175
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PyKEEN 1.0: A Python Library for Training and Evaluating Knowledge Graph Embeddings
Journal of machine learning research (JMLR), 2020
28 July 2020
Mehdi Ali
M. Berrendorf
Charles Tapley Hoyt
Laurent Vermue
Sahand Sharifzadeh
Volker Tresp
Jens Lehmann
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Papers citing
"PyKEEN 1.0: A Python Library for Training and Evaluating Knowledge Graph Embeddings"
50 / 68 papers shown
Augmenting generative models with biomedical knowledge graphs improves targeted drug discovery
IEEE Transactions on Artificial Intelligence (IEEE TAI), 2025
Aditya Malusare
Vineet Punyamoorty
Vaneet Aggarwal
MedIm
182
1
0
10 Oct 2025
OntoAligner Meets Knowledge Graph Embedding Aligners
Hamed Babaei Giglou
Jennifer D'Souza
Sören Auer
Mahsa Sanaei
141
0
0
30 Sep 2025
Enabling Down Syndrome Research through a Knowledge Graph-Driven Analytical Framework
Madan Krishnamurthy
Surya Saha
Pierrette Lo
Patricia L. Whetzel
Tursynay Issabekova
Jamed Ferreris Vargas
Jack DiGiovanna
M. Haendel
AI4CE
97
0
0
01 Sep 2025
Knowledge Graph Completion for Action Prediction on Situational Graphs -- A Case Study on Household Tasks
Mariam Arustashvili
Jörg Deigmöller
Heiko Paulheim
229
0
0
19 Aug 2025
GRainsaCK: a Comprehensive Software Library for Benchmarking Explanations of Link Prediction Tasks on Knowledge Graphs
Roberto Barile
Claudia d’Amato
N. Fanizzi
109
0
0
12 Aug 2025
Enhancing PyKEEN with Multiple Negative Sampling Solutions for Knowledge Graph Embedding Models
Claudia d’Amato
Ivan Diliso
N. Fanizzi
Zafar Saeed
185
1
0
07 Aug 2025
Understanding the Embedding Models on Hyper-relational Knowledge Graph
Yubo Wang
Shimin Di
Zhili Wang
Xue Yang
Fei Teng
Hao Xin
Lei Chen
164
1
0
05 Aug 2025
HypKG: Hypergraph-based Knowledge Graph Contextualization for Precision Healthcare
Yuzhang Xie
Xu Han
Ran Xu
Xiao Hu
Jiaying Lu
Carl Yang
AI4MH
299
6
0
26 Jul 2025
Scalable Feature Learning on Huge Knowledge Graphs for Downstream Machine Learning
Félix Lefebvre
Gaël Varoquaux
188
0
0
01 Jul 2025
Breaking Rank Bottlenecks in Knowledge Graph Embeddings
Samy Badreddine
Emile van Krieken
Luciano Serafini
222
0
0
27 Jun 2025
Knowledge-augmented Pre-trained Language Models for Biomedical Relation Extraction
BMC Bioinformatics (BMC Bioinformatics), 2025
Mario Sanger
Ulf Leser
304
3
0
01 May 2025
A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects
Guanglin Niu
Bo Li
Yangguang Lin
LRM
330
2
0
27 Apr 2025
PathE: Leveraging Entity-Agnostic Paths for Parameter-Efficient Knowledge Graph Embeddings
Ioannis Reklos
Jacopo de Berardinis
Elena Simperl
Albert Meroño-Peñuela
950
0
0
31 Jan 2025
A Survey on Knowledge Graph Structure and Knowledge Graph Embeddings
International Computer Science Conference (ICSC), 2024
J. Sardina
John D. Kelleher
Declan O’Sullivan
198
2
0
13 Dec 2024
KITE-DDI: A Knowledge graph Integrated Transformer Model for accurately predicting Drug-Drug Interaction Events from Drug SMILES and Biomedical Knowledge Graph
IEEE Access (IEEE Access), 2024
Azwad Tamir
Jiann-Shiun Yuan
258
5
0
08 Dec 2024
Capturing and Anticipating User Intents in Data Analytics via Knowledge Graphs
Gerard Pons
Besim Bilalli
Anna Queralt
253
1
0
01 Nov 2024
MARS: A neurosymbolic approach for interpretable drug discovery
L. Delong
Yojana Gadiya
Paola Galdi
Jacques D. Fleuriot
Daniel Domingo-Fernández
960
6
0
02 Oct 2024
SnapE -- Training Snapshot Ensembles of Link Prediction Models
International Workshop on the Semantic Web (SW), 2024
Ali Shaban
Heiko Paulheim
VLM
257
5
0
05 Aug 2024
Context-aware knowledge graph framework for traffic speed forecasting using graph neural network
Yatao Zhang
Yi Wang
Song Gao
Martin Raubal
AI4TS
345
11
0
25 Jul 2024
Actionable Cyber Threat Intelligence using Knowledge Graphs and Large Language Models
Romy Fieblinger
Md Tanvirul Alam
Nidhi Rastogi
262
37
0
30 Jun 2024
Improving rule mining via embedding-based link prediction
N'Dah Jean Kouagou
Arif Yilmaz
Michel Dumontier
A. N. Ngomo
AI4CE
194
0
0
14 Jun 2024
Empowering Small-Scale Knowledge Graphs: A Strategy of Leveraging General-Purpose Knowledge Graphs for Enriched Embeddings
International Conference on Language Resources and Evaluation (LREC), 2024
Albert Sawczyn
Jakub Binkowski
Piotr Bielak
Tomasz Kajdanowicz
334
1
0
17 May 2024
Are We Wasting Time? A Fast, Accurate Performance Evaluation Framework for Knowledge Graph Link Predictors
IEEE International Conference on Data Engineering (ICDE), 2024
Filip Cornell
Yifei Jin
Jussi Karlgren
Sarunas Girdzijauskas
231
0
0
25 Jan 2024
Towards a Gateway for Knowledge Graph Schemas Collection, Analysis, and Embedding
Joint Ontology Workshops (JOW), 2023
Mattia Fumagalli
Marco Boffo
D. Shi
Mayukh Bagchi
Fausto Giunchiglia
142
2
0
21 Nov 2023
Does Pre-trained Language Model Actually Infer Unseen Links in Knowledge Graph Completion?
North American Chapter of the Association for Computational Linguistics (NAACL), 2023
Yusuke Sakai
Hidetaka Kamigaito
Katsuhiko Hayashi
Taro Watanabe
290
2
0
15 Nov 2023
Knowledge Graphs are not Created Equal: Exploring the Properties and Structure of Real KGs
Nedelina Teneva
Estevam R. Hruschka
207
2
0
10 Nov 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
247
1
0
05 Oct 2023
Clinical Trial Recommendations Using Semantics-Based Inductive Inference and Knowledge Graph Embeddings
Journal of Biomedical Informatics (JBI), 2023
M. Devarakonda
Smita Mohanty
Raja Rao Sunkishala
Nag Mallampalli
Xiong Liu
212
5
0
27 Sep 2023
Feature Propagation on Knowledge Graphs using Cellular Sheaves
Thomas Gebhart
John Cobb
AI4CE
271
0
0
07 Sep 2023
Universal Preprocessing Operators for Embedding Knowledge Graphs with Literals
Patryk Preisner
Heiko Paulheim
182
6
0
06 Sep 2023
PDPK: A Framework to Synthesise Process Data and Corresponding Procedural Knowledge for Manufacturing
R. Nordsieck
André Schweizer
Michael Heider
J. Hähner
170
0
0
16 Aug 2023
Literal-Aware Knowledge Graph Embedding for Welding Quality Monitoring: A Bosch Case
International Workshop on the Semantic Web (SW), 2023
Zhipeng Tan
Baifan Zhou
Zhuoxun Zheng
Ognjen Savkovic
Ziqi Huang
Irlán Grangel-González
A. Soylu
Evgeny Kharlamov
269
5
0
02 Aug 2023
Anticipating Technical Expertise and Capability Evolution in Research Communities using Dynamic Graph Transformers
IEEE Transactions on Computational Social Systems (IEEE TCSS), 2023
Sameera Horawalavithana
Ellyn Ayton
A. Usenko
Robin Cosbey
Svitlana Volkova
AI4TS
268
0
0
18 Jul 2023
Multi-Dialectal Representation Learning of Sinitic Phonology
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Zhibai Jia
156
2
0
30 Jun 2023
BioBLP: A Modular Framework for Learning on Multimodal Biomedical Knowledge Graphs
Journal of Biomedical Semantics (JBS), 2023
Daniel Daza
Dimitrios Alivanistos
Payal Mitra
Thom Pijnenburg
Michael Cochez
Paul T. Groth
196
13
0
06 Jun 2023
Causal Intervention for Measuring Confidence in Drug-Target Interaction Prediction
IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2023
Wenting Ye
Chen Li
Yang Xie
Wen Zhang
Hong-Yu Zhang
Bowen Wang
Debo Cheng
Zaiwen Feng
398
0
0
31 May 2023
A Knowledge Graph Perspective on Supply Chain Resilience
Yushan Liu
Bailan He
Marcel Hildebrandt
Maximilian Buchner
Daniela Inzko
Roger Wernert
Emanuel Weigel
Dagmar Beyer
Martin Berbalk
Volker Tresp
246
7
0
15 May 2023
NeuralKG-ind: A Python Library for Inductive Knowledge Graph Representation Learning
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2023
Wen Zhang
Zhen Yao
Yin Hua
Zhiwei Huang
Hua-zeng Chen
AI4CE
279
2
0
28 Apr 2023
IRT2: Inductive Linking and Ranking in Knowledge Graphs of Varying Scale
Deutsche Jahrestagung für Künstliche Intelligenz (KI), 2023
Felix Hamann
A. Ulges
Maurice Falk
251
1
0
02 Jan 2023
The URW-KG: a Resource for Tackling the Underrepresentation of non-Western Writers
M. Stranisci
Giuseppe Spillo
C. Musto
V. Patti
Rossana Damiano
214
4
0
21 Dec 2022
Leveraging Wikidata's edit history in knowledge graph refinement tasks
A. Hevia
Daniel Gayo-Avello
KELM
221
3
0
27 Oct 2022
Inductive Logical Query Answering in Knowledge Graphs
Neural Information Processing Systems (NeurIPS), 2022
Mikhail Galkin
Zhaocheng Zhu
Hongyu Ren
Jian Tang
350
32
0
13 Oct 2022
LambdaKG: A Library for Pre-trained Language Model-Based Knowledge Graph Embeddings
International Joint Conference on Natural Language Processing (IJCNLP), 2022
Xin Xie
Zhoubo Li
Xiaohan Wang
Feiyu Xiong
Ningyu Zhang
361
18
0
01 Oct 2022
KGxBoard: Explainable and Interactive Leaderboard for Evaluation of Knowledge Graph Completion Models
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Haris Widjaja
Kiril Gashteovski
Wiem Ben-Rim
Pengfei Liu
Christopher Malon
Daniel Ruffinelli
Carolin (Haas) Lawrence
Graham Neubig
252
7
0
23 Aug 2022
KRACL: Contrastive Learning with Graph Context Modeling for Sparse Knowledge Graph Completion
The Web Conference (WWW), 2022
Zhaoxuan Tan
Zilong Chen
Shangbin Feng
Qingyue Zhang
Qinghua Zheng
Jundong Li
Minnan Luo
378
49
0
16 Aug 2022
μ
KG
μ\text{KG}
μ
KG
: A Library for Multi-source Knowledge Graph Embeddings and Applications
International Workshop on the Semantic Web (SW), 2022
Xin Luo
Zequn Sun
Wei Hu
220
8
0
23 Jul 2022
Hardware-agnostic Computation for Large-scale Knowledge Graph Embeddings
Caglar Demir
A. N. Ngomo
267
5
0
18 Jul 2022
LiveSchema: A Gateway Towards Learning on Knowledge Graph Schemas
Mattia Fumagalli
Marco Boffo
D. Shi
Mayukh Bagchi
Fausto Giunchiglia
110
2
0
13 Jul 2022
ExpressivE: A Spatio-Functional Embedding For Knowledge Graph Completion
International Conference on Learning Representations (ICLR), 2022
Aleksandar Pavlović
Emanuel Sallinger
327
27
0
08 Jun 2022
A Unified Framework for Rank-based Evaluation Metrics for Link Prediction in Knowledge Graphs
Charles Tapley Hoyt
M. Berrendorf
Mikhail Galkin
Volker Tresp
Benjamin M. Gyori
229
26
0
14 Mar 2022
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