Yuan He : Publications
Journal papers
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[1]
Ontology Embedding: A Survey of Methods‚ Applications and Resources
Jiaoyan Chen‚ Olga Mashkova‚ Fernando Zhapa−Camacho‚ Robert Hoehndorf‚ Yuan He and Ian Horrocks
In ArXiv Preprint. 2024.
Details about Ontology Embedding: A Survey of Methods‚ Applications and Resources | BibTeX data for Ontology Embedding: A Survey of Methods‚ Applications and Resources
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[2]
Ground settlement prediction for open caisson shafts in sand using a neural network constrained by empiricism
Geyang Song‚ Yuan He‚ Brian Sheil and James Morris
In Computers and Geotechnics. 2024.
Details about Ground settlement prediction for open caisson shafts in sand using a neural network constrained by empiricism | BibTeX data for Ground settlement prediction for open caisson shafts in sand using a neural network constrained by empiricism
Conference papers
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[1]
DyGMamba: Efficiently Modeling Long−Term Temporal Dependency on Continuous−Time Dynamic Graphs with State Space Models
Zifeng Ding‚ Yifeng Li‚ Yuan He‚ Antonio Norelli‚ Jingcheng Wu‚ Volker Tresp‚ Yunpu Ma and Michael Bronstein
In Arxiv Preprint. 2024.
Details about DyGMamba: Efficiently Modeling Long−Term Temporal Dependency on Continuous−Time Dynamic Graphs with State Space Models | BibTeX data for DyGMamba: Efficiently Modeling Long−Term Temporal Dependency on Continuous−Time Dynamic Graphs with State Space Models
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[2]
Language Models as Hierarchy Encoders
Yuan He‚ Zhangdie Yuan‚ Jiaoyan Chen and Ian Horrocks
In Advances in Neural Information Processing Systems (NeurIPS 2024). 2024.
Details about Language Models as Hierarchy Encoders | BibTeX data for Language Models as Hierarchy Encoders
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[3]
A Language Model based Framework for New Concept Placement in Ontologies
Hang Dong‚ Jiaoyan Chen‚ Yuan He‚ Yongsheng Gao and Ian Horrocks
In The 21st Extended Semantic Web Conference (ESWC−2024). 2024.
Details about A Language Model based Framework for New Concept Placement in Ontologies | BibTeX data for A Language Model based Framework for New Concept Placement in Ontologies
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[4]
DeepOnto: A Python Package for Ontology Engineering with Deep Learning
Yuan He‚ Jiaoyan Chen‚ Hang Dong‚ Ian Horrocks‚ Carlo Allocca‚ Taehun Kim and Brahmananda Sapkota
In Semantic Web Journal. 2024.
Details about DeepOnto: A Python Package for Ontology Engineering with Deep Learning | BibTeX data for DeepOnto: A Python Package for Ontology Engineering with Deep Learning
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[5]
Exploring large language models for ontology alignment
Yuan He‚ Jiaoyan Chen‚ Hang Dong and Ian Horrocks
In Posters & Demos of the 22nd International Semantic Web Conference (ISWC−2023). 2023.
Details about Exploring large language models for ontology alignment | BibTeX data for Exploring large language models for ontology alignment
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[6]
Results of the ontology alignment evaluation initiative 2023
Lu Zhou Mina Abd Nikooie Pour Alsayed Algergawy Patrice Buche Leyla J Castro Jiaoyan Chen Adrien Coulet Julien Cufi Dong Hang Omaima Fallatah Daniel Faria Irini Fundulaki Sven Hertling Yuan He Ian Horrocks Martin Huschka Liliana Ibanescu Sarika Jain Ernesto Jimenez−Ruiz Naouel Karam Patrick Lambrix Huanyu Li Ying Li Pierre Monnin Engy Nasr Heiko Paulheim Catia Pesquita Tzanina Saveta Pavel Shvaiko Guilherme Sousa Cassia Trojahn Jana Vatascinova Mingfang Wu Beyza Yaman Ondrej Zamazal
In The 18th International Workshop on Ontology Matching (OM@ISWC−2023). 2023.
Details about Results of the ontology alignment evaluation initiative 2023 | BibTeX data for Results of the ontology alignment evaluation initiative 2023
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[7]
Ontology Enrichment from Texts: A Biomedical Dataset for Concept Discovery and Placement
Hang Dong‚ Jiaoyan Chen‚ Yuan He and Ian Horrocks
In 32nd ACM International Conference on Information and Knowledge Management (CIKM−2023). 2023.
Best Resource Paper Runner−Up
Details about Ontology Enrichment from Texts: A Biomedical Dataset for Concept Discovery and Placement | BibTeX data for Ontology Enrichment from Texts: A Biomedical Dataset for Concept Discovery and Placement
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[8]
Reveal the Unknown: Out−of−Knowledge−Base Mention Discovery with Entity Linking
Hang Dong‚ Jiaoyan Chen‚ Yuan He‚ Yinan Liu and Ian Horrocks
In 32nd ACM International Conference on Information and Knowledge Management (CIKM−2023). 2023.
Details about Reveal the Unknown: Out−of−Knowledge−Base Mention Discovery with Entity Linking | BibTeX data for Reveal the Unknown: Out−of−Knowledge−Base Mention Discovery with Entity Linking
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[9]
Language Model Analysis for Ontology Subsumption Inferece
Yuan He‚ Jiaoyan Chen‚ Ernesto‚ Jiménez−Ruiz‚ Hang Dong and Ian Horrocks
In Findings of the Association for Computational Linguistics: ACL 2023. 2023.
Details about Language Model Analysis for Ontology Subsumption Inferece | BibTeX data for Language Model Analysis for Ontology Subsumption Inferece | Link to Language Model Analysis for Ontology Subsumption Inferece
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[10]
Contextual Semantic Embeddings for Ontology Subsumption Prediction
Jiaoyan Chen‚ Yuan He‚ Ernesto Jiménez−Ruiz‚ Hang Dong and Ian Horrocks
In World Wide Web Journal (WWWJ−2023). 2023.
Details about Contextual Semantic Embeddings for Ontology Subsumption Prediction | BibTeX data for Contextual Semantic Embeddings for Ontology Subsumption Prediction | DOI (https://doi.org/10.1007/s11280-023-01169-9)
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[11]
Zero−shot and Few−shot Learning with Knowledge Graphs: A Comprehensive Survey
Jiaoyan Chen‚ Yuxia Geng‚ Zhuo Chen‚ Jeff Z. Pan‚ Yuan He‚ Wen Zhang‚ Ian Horrocks and Huajun Chen
In Proceedings of the IEEE (2023). 2023.
Details about Zero−shot and Few−shot Learning with Knowledge Graphs: A Comprehensive Survey | BibTeX data for Zero−shot and Few−shot Learning with Knowledge Graphs: A Comprehensive Survey
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[12]
Results of the ontology alignment evaluation initiative 2022
L Zhou Mina Abd Nikooie Pour Alsayed Algergawy Patrice Buche Leyla J Castro Jiaoyan Chen Hang Dong Omaima Fallatah Daniel Faria Irini Fundulaki Sven Hertling Yuan He Ian Horrocks Martin Huschka Liliana Ibanescu Ernesto Jiménez−Ruiz Naouel Karam Amir Laadhar Patrick Lambrix Huanyu Li Yunhai Li Franck Michel Engy Nasr H Paulheim C Pesquita T Saveta Pavel Shvaiko Cassia Trojahn Chantelle Verhey Mingfang Wu B Yaman O Zamazal
In The 17th International Workshop on Ontology Matching (OM@ISWC−2022). 2022.
Details about Results of the ontology alignment evaluation initiative 2022 | BibTeX data for Results of the ontology alignment evaluation initiative 2022
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[13]
Improving Language Model Predictions via Prompts Enriched with Knowledge Graphs
Ryan Brate‚ Minh−Hoang Dang‚ Fabian Hoppe‚ Yuan He‚ Albert Meroño−Peñuela and Vijay Sadashivaiah
In Workshop on Deep Learning for Knowledge Graphs (DL4KG@ ISWC2022). 2022.
Details about Improving Language Model Predictions via Prompts Enriched with Knowledge Graphs | BibTeX data for Improving Language Model Predictions via Prompts Enriched with Knowledge Graphs | Download (pdf) of Improving Language Model Predictions via Prompts Enriched with Knowledge Graphs
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[14]
Machine Learning−Friendly Biomedical Datasets for Equivalence and Subsumption Ontology Matching
Yuan He‚ Jiaoyan Chen‚ Hang Dong‚ Ernesto Jiménez−Ruiz‚ Ali Hadian and Ian Horrocks
In The 21st International Semantic Web Conference (ISWC−2022). 2022.
Best Resource Paper Candidate
Details about Machine Learning−Friendly Biomedical Datasets for Equivalence and Subsumption Ontology Matching | BibTeX data for Machine Learning−Friendly Biomedical Datasets for Equivalence and Subsumption Ontology Matching | Download (pdf) of Machine Learning−Friendly Biomedical Datasets for Equivalence and Subsumption Ontology Matching | DOI (https://doi.org/10.1007/978-3-031-19433-7_33)
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[15]
BERTMap: A BERT−based Ontology Alignment System
Yuan He‚ Jiaoyan Chen‚ Denvar Antonyrajah and Ian Horrocks
In Proceedings of 36th AAAI Conference on Artificial Intelligence 2022 (AAAI 2022). 2022.
Details about BERTMap: A BERT−based Ontology Alignment System | BibTeX data for BERTMap: A BERT−based Ontology Alignment System | Download (pdf) of BERTMap: A BERT−based Ontology Alignment System | DOI (10.1609/aaai.v36i5.20510)
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[16]
Biomedical ontology alignment with BERT
Yuan He‚ Jiaoyan Chen‚ Denvar Antonyrajah and Ian Horrocks
In The 16th International Workshop on Ontology Matching (OM@ISWC−2021). 2021.
Details about Biomedical ontology alignment with BERT | BibTeX data for Biomedical ontology alignment with BERT | Download (pdf) of Biomedical ontology alignment with BERT
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[17]
English−to−Chinese Transliteration with Phonetic Auxiliary Task
Yuan He and Shay B. Cohen
In Proceedings of the 1st Conference of the Asia−Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing (AACL−2020). 2020.
Details about English−to−Chinese Transliteration with Phonetic Auxiliary Task | BibTeX data for English−to−Chinese Transliteration with Phonetic Auxiliary Task | Download (pdf) of English−to−Chinese Transliteration with Phonetic Auxiliary Task
Theses
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[1]
Language Models for Ontology Engineering
Yuan He
PhD Thesis 2024.
Details about Language Models for Ontology Engineering | BibTeX data for Language Models for Ontology Engineering | DOI (10.5287/ora-pd7q5y157)