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ORCIDJiaoyan Chen 0001
Person information
- affiliation: University of Manchester, Department of Computer Science, UK
- affiliation: University of Oxford, Department of Computer Science, UK
Other persons with the same name
- Jiaoyan Chen — disambiguation page
- Jiaoyan Chen 0002
![[0000-0002-0287-951X]](https://dblp1.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-0287-951X")
— TU Delft, Delft, The Netherlands
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Journal Articles
- 2025
[j34]Yuxia Geng, Jiaoyan Chen, Yuhang Zeng, Zhuo Chen, Wen Zhang, Jeff Z. Pan, Yuxiang Wang, Xiaoliang Xu:
Prompting disentangled embeddings for knowledge graph completion with pre-trained language model. Expert Syst. Appl. 268: 126175 (2025)- [j33]Zhuo Chen, Yichi Zhang, Yin Fang, Yuxia Geng, Lingbing Guo, Jiaoyan Chen, Xiaoze Liu, Jeff Z. Pan, Ningyu Zhang, Huajun Chen, Wen Zhang:
Knowledge Graphs for Multi-modal Learning: Survey and Perspective. Inf. Fusion 121: 103124 (2025) - [j32]Jiaoyan Chen, Olga Mashkova, Fernando Zhapa-Camacho, Robert Hoehndorf, Yuan He, Ian Horrocks:
Ontology Embedding: A Survey of Methods, Applications and Resources. IEEE Trans. Knowl. Data Eng. 37(7): 4193-4212 (2025) - 2024
- [j31]Norman W. Paton, Jiaoyan Chen, Zhenyu Wu:
Dataset Discovery and Exploration: A Survey. ACM Comput. Surv. 56(4): 102:1-102:37 (2024) - [j30]Keyu Wang, Guilin Qi, Jiaoyan Chen, Yi Huang, Tianxing Wu:
Embedding Ontologies via Incorporating Extensional and Intensional Knowledge. Data Intell. 6(4) (2024) - [j29]Lingbing Guo, Zhuo Chen, Jiaoyan Chen, Yichi Zhang, Zequn Sun, Zhongpu Bo, Yin Fang, Xiaoze Liu, Huajun Chen, Wen Zhang:
Distributed representations of entities in open-world knowledge graphs. Knowl. Based Syst. 290: 111582 (2024) - [j28]Juan Li, Xiangnan Chen, Hongtao Yu, Jiaoyan Chen, Wen Zhang:
Neural axiom network for knowledge graph reasoning. Semantic Web 15(3): 777-792 (2024) - [j27]Yuan He, Jiaoyan Chen, Hang Dong, Ian Horrocks, Carlo Allocca, Taehun Kim, Brahmananda Sapkota:
DeepOnto: A Python package for ontology engineering with deep learning. Semantic Web 15(5): 1991-2004 (2024) - [j26]Wen Zhang, Yajing Xu, Peng Ye, Zhiwei Huang, Zezhong Xu, Jiaoyan Chen, Jeff Z. Pan, Huajun Chen:
Start From Zero: Triple Set Prediction for Automatic Knowledge Graph Completion. IEEE Trans. Knowl. Data Eng. 36(11): 7087-7101 (2024) - 2023
- [j25]Yangning Li, Jiaoyan Chen, Yinghui Li, Tianyu Yu, Xi Chen, Hai-Tao Zheng:
Embracing ambiguity: Improving similarity-oriented tasks with contextual synonym knowledge. Neurocomputing 555: 126583 (2023) - [j24]Hang Dong, Víctor Suárez-Paniagua, Huayu Zhang, Minhong Wang, Arlene Casey, Emma M. Davidson, Jiaoyan Chen, Beatrice Alex, William Whiteley, Honghan Wu:
Ontology-driven and weakly supervised rare disease identification from clinical notes. BMC Medical Informatics Decis. Mak. 23(1): 86 (2023) - [j23]Jiaoyan Chen, Yuxia Geng, Zhuo Chen, Jeff Z. Pan, Yuan He, Wen Zhang, Ian Horrocks, Huajun Chen:
Zero-Shot and Few-Shot Learning With Knowledge Graphs: A Comprehensive Survey. Proc. IEEE 111(6): 653-685 (2023) - [j22]Jiaoyan Chen, Ernesto Jiménez-Ruiz, Ian Horrocks, Xi Chen, Erik Bryhn Myklebust:
An assertion and alignment correction framework for large scale knowledge bases. Semantic Web 14(1): 29-53 (2023) - [j21]Jeff Z. Pan, Simon Razniewski, Jan-Christoph Kalo, Sneha Singhania, Jiaoyan Chen, Stefan Dietze, Hajira Jabeen, Janna Omeliyanenko, Wen Zhang, Matteo Lissandrini, Russa Biswas, Gerard de Melo, Angela Bonifati, Edlira Vakaj, Mauro Dragoni, Damien Graux:
Large Language Models and Knowledge Graphs: Opportunities and Challenges. TGDK 1(1): 2:1-2:38 (2023) - [j20]Jiaoyan Chen, Hang Dong, Janna Hastings, Ernesto Jiménez-Ruiz, Vanessa López, Pierre Monnin, Catia Pesquita, Petr Skoda, Valentina Tamma:
Knowledge Graphs for the Life Sciences: Recent Developments, Challenges and Opportunities. TGDK 1(1): 5:1-5:33 (2023) - [j19]Yuxia Geng, Jiaoyan Chen, Xiang Zhuang, Zhuo Chen, Jeff Z. Pan, Juan Li, Zonggang Yuan, Huajun Chen:
Benchmarking knowledge-driven zero-shot learning. J. Web Semant. 75: 100757 (2023) - [j18]Jiaoyan Chen, Yuan He, Yuxia Geng, Ernesto Jiménez-Ruiz, Hang Dong, Ian Horrocks:
Contextual semantic embeddings for ontology subsumption prediction. World Wide Web (WWW) 26(5): 2569-2591 (2023) - [j17]Nan Hu, Yike Wu, Guilin Qi, Dehai Min, Jiaoyan Chen, Jeff Z. Pan, Zafar Ali:
An empirical study of pre-trained language models in simple knowledge graph question answering. World Wide Web (WWW) 26(5): 2855-2886 (2023) - 2022
- [j16]Hang Dong, Matús Falis, William Whiteley, Beatrice Alex, Joshua Matterson, Shaoxiong Ji, Jiaoyan Chen, Honghan Wu:
Automated clinical coding: what, why, and where we are? npj Digit. Medicine 5 (2022) - [j15]Erik B. Myklebust, Ernesto Jiménez-Ruiz, Jiaoyan Chen, Raoul Wolf, Knut Erik Tollefsen:
Prediction of adverse biological effects of chemicals using knowledge graph embeddings. Semantic Web 13(3): 299-338 (2022) - [j14]Hao Li, Benjamin Herfort, Sven Lautenbach, Jiaoyan Chen, Alexander Zipf:
Improving OpenStreetMap missing building detection using few-shot transfer learning in sub-Saharan Africa. Trans. GIS 26(8): 3125-3146 (2022) - 2021
- [j13]Jiaoyan Chen, Pan Hu, Ernesto Jiménez-Ruiz, Ole Magnus Holter, Denvar Antonyrajah, Ian Horrocks:
OWL2Vec*: embedding of OWL ontologies. Mach. Learn. 110(7): 1813-1845 (2021) - [j12]Yuxia Geng, Jiaoyan Chen, Zhiquan Ye, Zonggang Yuan, Wei Zhang, Huajun Chen:
Explainable zero-shot learning via attentive graph convolutional network and knowledge graphs. Semantic Web 12(5): 741-765 (2021) - [j11]Jiaoyan Chen, Freddy Lécué, Jeff Z. Pan, Shumin Deng, Huajun Chen:
Knowledge graph embeddings for dealing with concept drift in machine learning. J. Web Semant. 67: 100625 (2021) - 2019
- [j10]Jiaoyan Chen, Yan Zhou, Alexander Zipf, Hongchao Fan:
Deep Learning From Multiple Crowds: A Case Study of Humanitarian Mapping. IEEE Trans. Geosci. Remote. Sens. 57(3): 1713-1722 (2019) - 2018
- [j9]Ningyu Zhang, Shumin Deng, Huajun Chen, Xi Chen, Jiaoyan Chen, Xiaoqian Li, Yiyi Zhang:
Structured Knowledge Base as Prior Knowledge to Improve Urban Data Analysis. ISPRS Int. J. Geo Inf. 7(7): 264 (2018) - 2017
- [j8]Jiaoyan Chen, Huajun Chen, Zhaohui Wu, Daning Hu, Jeff Z. Pan:
Forecasting smog-related health hazard based on social media and physical sensor. Inf. Syst. 64: 281-291 (2017) - 2016
- [j7]Ningyu Zhang, Huajun Chen, Jiaoyan Chen, Xi Chen:
Social Media Meets Big Urban Data: A Case Study of Urban Waterlogging Analysis. Comput. Intell. Neurosci. 2016: 3264587:1-3264587:9 (2016) - [j6]Ningyu Zhang, Huajun Chen, Xi Chen, Jiaoyan Chen:
ELM Meets Urban Big Data Analysis: Case Studies. Comput. Intell. Neurosci. 2016: 4970246:1-4970246:10 (2016) - [j5]Ningyu Zhang, Huajun Chen, Xi Chen, Jiaoyan Chen:
Forecasting Public Transit Use by Crowdsensing and Semantic Trajectory Mining: Case Studies. ISPRS Int. J. Geo Inf. 5(10): 180 (2016) - [j4]Jiaoyan Chen, Huajun Chen, Xiangyi Wan, Guozhou Zheng:
MR-ELM: a MapReduce-based framework for large-scale ELM training in big data era. Neural Comput. Appl. 27(1): 101-110 (2016) - [j3]Ningyu Zhang, Huajun Chen, Xi Chen, Jiaoyan Chen:
Semantic Framework of Internet of Things for Smart Cities: Case Studies. Sensors 16(9): 1501 (2016) - 2014
- [j2]Xi Chen, Huajun Chen, Xuan Bi, Peiqin Gu, Jiaoyan Chen, Zhaohui Wu:
BioTCM-SE: A Semantic Search Engine for the Information Retrieval of Modern Biology and Traditional Chinese Medicine. Comput. Math. Methods Medicine 2014: 957231:1-957231:13 (2014) - [j1]Jiaoyan Chen, Guozhou Zheng, Cong Fang, Ningyu Zhang, Huajun Chen, Zhaohui Wu:
Time-series processing of large scale remote sensing data with extreme learning machine. Neurocomputing 128: 199-206 (2014)
Conference and Workshop Papers
- 2025
- [c94]Rihui Jin, Yu Li, Guilin Qi, Nan Hu, Yuan-Fang Li, Jiaoyan Chen, Jianan Wang, Yongrui Chen, Dehai Min, Sheng Bi:
HeGTa: Leveraging Heterogeneous Graph-enhanced Large Language Models for Few-shot Complex Table Understanding. AAAI 2025: 24294-24302 - [c93]Wen Zhang, Long Jin, Yushan Zhu, Jiaoyan Chen, Zhiwei Huang, Junjie Wang, Yin Hua, Lei Liang, Huajun Chen:
TrustUQA: A Trustful Framework for Unified Structured Data Question Answering. AAAI 2025: 25931-25939 - [c92]Yuxia Geng, Runkai Zhu, Jiaoyan Chen, Jintai Chen, Xiang Chen, Zhuo Chen, Shuofei Qiao, Yuxiang Wang, Xiaoliang Xu, Sheng-Jun Huang:
Graph-guided Cross-composition Feature Disentanglement for Compositional Zero-shot Learning. ACL (Findings) 2025: 2678-2690 - [c91]Nan Hu, Jiaoyan Chen, Yike Wu, Guilin Qi, Hongru Wang, Sheng Bi, Yongrui Chen, Tongtong Wu, Jeff Z. Pan:
Can LLMs Evaluate Complex Attribution in QA? Automatic Benchmarking using Knowledge Graphs. ACL (1) 2025: 17096-17118 - [c90]Zhuo Chen, Yin Fang, Yichi Zhang, Lingbing Guo, Jiaoyan Chen, Jeff Z. Pan, Huajun Chen, Wen Zhang:
Noise-powered Multi-modal Knowledge Graph Representation Framework. COLING 2025: 141-155 - [c89]Zhenyu Wu, Jiaoyan Chen, Norman W. Paton:
Taxonomy Inference for Tabular Data Using Large Language Models. ESWC (1) 2025: 403-422 - [c88]Tianzhe Zhao, Jiaoyan Chen, Yanchi Ru, Qika Lin, Yuxia Geng, Haiping Zhu, Yudai Pan, Jun Liu:
Rethinking Continual Knowledge Graph Embedding: Benchmarks and Analysis. SIGIR 2025: 138-147 - 2024
- [c87]Yong Guan, Freddy Lécué, Jiaoyan Chen, Ru Li, Jeff Z. Pan:
Knowledge-Aware Neuron Interpretation for Scene Classification. AAAI 2024: 1950-1958 - [c86]Lingbing Guo, Zhuo Chen, Jiaoyan Chen, Qiang Zhang, Huajun Chen:
DET: A Dual-Encoding Transformer for Relational Graph Embedding. LREC/COLING 2024: 4685-4696 - [c85]Yong Guan, Xiaozhi Wang, Lei Hou, Juanzi Li, Jeff Z. Pan, Jiaoyan Chen, Freddy Lécué:
TacoERE: Cluster-aware Compression for Event Relation Extraction. LREC/COLING 2024: 15511-15521 - [c84]Jieying Chen, Hang Dong, Jiaoyan Chen, Ian Horrocks:
Ontology Text Alignment: Aligning Textual Content to Terminological Axioms. ECAI 2024: 1389-1396 - [c83]Yike Wu, Yi Huang, Nan Hu, Yuncheng Hua, Guilin Qi, Jiaoyan Chen, Jeff Z. Pan:
CoTKR: Chain-of-Thought Enhanced Knowledge Rewriting for Complex Knowledge Graph Question Answering. EMNLP 2024: 3501-3520 - [c82]Hang Dong, Jiaoyan Chen, Yuan He, Yongsheng Gao, Ian Horrocks:
A Language Model Based Framework for New Concept Placement in Ontologies. ESWC (1) 2024: 79-99 - [c81]Wen Zhang, Jiaoyan Chen, Juan Li, Zezhong Xu, Jeff Z. Pan, Huajun Chen:
Knowledge Graph Reasoning with Logics and Embeddings: Survey and Perspective. ICKG 2024: 492-499 - [c80]Lingbing Guo, Zhuo Chen, Jiaoyan Chen, Yin Fang, Wen Zhang, Huajun Chen:
Revisit and Outstrip Entity Alignment: A Perspective of Generative Models. ICLR 2024 - [c79]Sevinj Teymurova, Ernesto Jiménez-Ruiz, Tillman Weyde, Jiaoyan Chen:
OWL2Vec4OA: Tailoring Knowledge Graph Embeddings for Ontology Alignment. KGSWC 2024: 168-182 - [c78]Dehai Min, Nan Hu, Rihui Jin, Nuo Lin, Jiaoyan Chen, Yongrui Chen, Yu Li, Guilin Qi, Yun Li, Nijun Li, Qianren Wang:
Exploring the Impact of Table-to-Text Methods on Augmenting LLM-based Question Answering with Domain Hybrid Data. NAACL (Industry Track) 2024: 464-482 - [c77]Lingbing Guo, Zhongpu Bo, Zhuo Chen, Yichi Zhang, Jiaoyan Chen, Yarong Lan, Mengshu Sun, Zhiqiang Zhang, Yangyifei Luo, Qian Li, Qiang Zhang, Wen Zhang, Huajun Chen:
MKGL: Mastery of a Three-Word Language. NeurIPS 2024 - [c76]Yuan He, Moy Yuan, Jiaoyan Chen, Ian Horrocks:
Language Models as Hierarchy Encoders. NeurIPS 2024 - [c75]Sevinj Teymurova, Ernesto Jiménez-Ruiz, Tillman Weyde, Jiaoyan Chen:
Towards Tailoring Ontology Embeddings for Ontology Matching Tasks. OM@ISWC 2024: 57-60 - [c74]Mina Abd Nikooie Pour, Alsayed Algergawy, Eva Blomqvist, Patrice Buche, Jiaoyan Chen, Adrien Coulet, Julien Cufi, Hang Dong, Daniel Faria, Lucas Ferraz, Pedro Giesteira Cotovio, Yuan He, Sven Hertling, Ian Horrocks, Liliana Ibanescu, Sarika Jain, Ernesto Jiménez-Ruiz, Naouel Karam, Felix Kraus, Patrick Lambrix, Huanyu Li, Ying Li, Pierre Monnin, Heiko Paulheim, Catia Pesquita, Abhisek Sharma, Pavel Shvaiko, Marta Contreiras Silva, Guilherme Sousa, Cássia Trojahn, Jana Vatascinová, Beyza Yaman, Ondrej Zamazal, Lu Zhou:
Results of the Ontology Alignment Evaluation Initiative 2024. OM@ISWC 2024: 64-97 - [c73]Tianzhe Zhao, Jiaoyan Chen, Yanchi Ru, Qika Lin, Yuxia Geng, Jun Liu:
Untargeted Adversarial Attack on Knowledge Graph Embeddings. SIGIR 2024: 1701-1711 - [c72]Jingchuan Shi, Hang Dong, Jiaoyan Chen, Zhe Wu, Ian Horrocks:
Taxonomy Completion via Implicit Concept Insertion. WWW 2024: 2159-2169 - [c71]Mathias Jackermeier, Jiaoyan Chen, Ian Horrocks:
Dual Box Embeddings for the Description Logic EL++. WWW 2024: 2250-2258 - 2023
- [c70]Zhuo Chen, Yufeng Huang, Jiaoyan Chen, Yuxia Geng, Wen Zhang, Yin Fang, Jeff Z. Pan, Huajun Chen:
DUET: Cross-Modal Semantic Grounding for Contrastive Zero-Shot Learning. AAAI 2023: 405-413 - [c69]Yinan Liu, Hu Chen, Wei Shen, Jiaoyan Chen:
Low-Resource Personal Attribute Prediction from Conversations. AAAI 2023: 4507-4515 - [c68]Qingbin Liu, Yanchao Hao, Xiaolong Liu, Bo Li, Dianbo Sui, Shizhu He, Kang Liu, Jun Zhao, Xi Chen, Ningyu Zhang, Jiaoyan Chen:
Class Lifelong Learning for Intent Detection via Structure Consolidation Networks. ACL (Findings) 2023: 293-306 - [c67]Yuan He, Jiaoyan Chen, Ernesto Jiménez-Ruiz, Hang Dong, Ian Horrocks:
Language Model Analysis for Ontology Subsumption Inference. ACL (Findings) 2023: 3439-3453 - [c66]Yong Guan, Jiaoyan Chen, Freddy Lécué, Jeff Z. Pan, Juanzi Li, Ru Li:
Trigger-Argument based Explanation for Event Detection. ACL (Findings) 2023: 5046-5058 - [c65]Hang Dong, Jiaoyan Chen, Yuan He, Yinan Liu, Ian Horrocks:
Reveal the Unknown: Out-of-Knowledge-Base Mention Discovery with Entity Linking. CIKM 2023: 452-462 - [c64]Hang Dong, Jiaoyan Chen, Yuan He, Ian Horrocks:
Ontology Enrichment from Texts: A Biomedical Dataset for Concept Discovery and Placement. CIKM 2023: 5316-5320 - [c63]Qingbin Liu, Yin Kung, Yanchao Hao, Dianbo Sui, Siyuan Cheng, Xi Chen, Ningyu Zhang, Jiaoyan Chen:
Novel Relation Detection: Discovering Unknown Relation Types via Multi-Strategy Self-Supervised Learning. EMNLP (Findings) 2023: 3204-3214 - [c62]Jingchuan Shi, Jiaoyan Chen, Hang Dong, Ishita Khan, Lizzie Liang, Qunzhi Zhou, Zhe Wu, Ian Horrocks:
Subsumption Prediction for E-Commerce Taxonomies. ESWC 2023: 244-261 - [c61]Yufeng Huang, Zhuo Chen, Jiaoyan Chen, Jeff Z. Pan, Zhen Yao, Wen Zhang:
Target-Oriented Sentiment Classification with Sequential Cross-Modal Semantic Graph. ICANN (4) 2023: 587-599 - [c60]Yangning Li, Jiaoyan Chen, Yinghui Li, Yuejia Xiang, Xi Chen, Hai-Tao Zheng:
Vision, Deduction and Alignment: An Empirical Study on Multi-Modal Knowledge Graph Alignment. ICASSP 2023: 1-5 - [c59]Yuxia Geng, Jiaoyan Chen, Jeff Z. Pan, Mingyang Chen, Song Jiang, Wen Zhang, Huajun Chen:
Relational Message Passing for Fully Inductive Knowledge Graph Completion. ICDE 2023: 1221-1233 - [c58]Shumin Deng, Chengming Wang, Zhoubo Li, Ningyu Zhang, Zelin Dai, Hehong Chen, Feiyu Xiong, Ming Yan, Qiang Chen, Mosha Chen, Jiaoyan Chen, Jeff Z. Pan, Bryan Hooi, Huajun Chen:
Construction and Applications of Billion-Scale Pre-Trained Multimodal Business Knowledge Graph. ICDE 2023: 2988-3002 - [c57]Zhuo Chen, Jiaoyan Chen, Wen Zhang, Lingbing Guo, Yin Fang, Yufeng Huang, Yichi Zhang, Yuxia Geng, Jeff Z. Pan, Wenting Song, Huajun Chen:
MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid. ACM Multimedia 2023: 3317-3327 - [c56]Mina Abd Nikooie Pour, Alsayed Algergawy, Patrice Buche, Leyla Jael Castro, Jiaoyan Chen, Adrien Coulet, Julien Cufi, Hang Dong, Omaima Fallatah, Daniel Faria, Irini Fundulaki, Sven Hertling, Yuan He, Ian Horrocks, Martin Huschka, Liliana Ibanescu, Sarika Jain, Ernesto Jiménez-Ruiz, Naouel Karam, Patrick Lambrix, Huanyu Li, Ying Li, Pierre Monnin, Engy Nasr, Heiko Paulheim, Catia Pesquita, Tzanina Saveta, Pavel Shvaiko, Guilherme Sousa, Cássia Trojahn, Jana Vatascinová, Mingfang Wu, Beyza Yaman, Ondrej Zamazal, Lu Zhou:
Results of the Ontology Alignment Evaluation Initiative 2023. OM@ISWC 2023: 97-139 - [c55]Yuan He, Jiaoyan Chen, Hang Dong, Ian Horrocks:
Exploring Large Language Models for Ontology Alignment. ISWC (Posters/Demos/Industry) 2023 - [c54]Oktie Hassanzadeh, Nora Abdelmageed, Vasilis Efthymiou, Jiaoyan Chen, Vincenzo Cutrona, Madelon Hulsebos, Ernesto Jiménez-Ruiz, Aamod Khatiwada, Keti Korini, Benno Kruit, Juan Sequeda, Kavitha Srinivas:
Results of SemTab 2023. SemTab@ISWC 2023: 1-14 - [c53]Zhuo Chen, Lingbing Guo, Yin Fang, Yichi Zhang, Jiaoyan Chen, Jeff Z. Pan, Yangning Li, Huajun Chen, Wen Zhang:
Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment. ISWC 2023: 121-139 - 2022
- [c52]Yuan He, Jiaoyan Chen, Denvar Antonyrajah, Ian Horrocks:
BERTMap: A BERT-Based Ontology Alignment System. AAAI 2022: 5684-5691 - [c51]Zhuo Chen, Yufeng Huang, Jiaoyan Chen, Yuxia Geng, Yin Fang, Jeff Z. Pan, Ningyu Zhang, Wen Zhang:
LaKo: Knowledge-driven Visual Question Answering via Late Knowledge-to-Text Injection. IJCKG 2022: 20-29 - [c50]Yuxia Geng, Jiaoyan Chen, Wen Zhang, Yajing Xu, Zhuo Chen, Jeff Z. Pan, Yufeng Huang, Feiyu Xiong, Huajun Chen:
Disentangled Ontology Embedding for Zero-shot Learning. KDD 2022: 443-453 - [c49]Thanet Markchom, Huizhi Liang, Jiaoyan Chen:
UoR-NCL at SemEval-2022 Task 3: Fine-Tuning the BERT-Based Models for Validating Taxonomic Relations. SemEval@NAACL 2022: 260-265 - [c48]Nora Abdelmageed, Jiaoyan Chen, Vincenzo Cutrona, Vasilis Efthymiou, Oktie Hassanzadeh, Madelon Hulsebos, Ernesto Jiménez-Ruiz, Juan Sequeda, Kavitha Srinivas:
Results of SemTab 2022. SemTab@ISWC 2022: 1-13 - [c47]Mina Abd Nikooie Pour, Alsayed Algergawy, Patrice Buche, Leyla Jael 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, Ying Li, Franck Michel, Engy Nasr, Heiko Paulheim, Catia Pesquita, Tzanina Saveta, Pavel Shvaiko, Cássia Trojahn, Chantelle Verhey, Mingfang Wu, Beyza Yaman, Ondrej Zamazal, Lu Zhou:
Results of the Ontology Alignment Evaluation Initiative 2022. OM@ISWC 2022: 84-128 - [c46]Yuan He, Jiaoyan Chen, Hang Dong, Ernesto Jiménez-Ruiz, Ali Hadian, Ian Horrocks:
Machine Learning-Friendly Biomedical Datasets for Equivalence and Subsumption Ontology Matching. ISWC 2022: 575-591 - 2021
- [c45]Yuejia Xiang, Ziheng Zhang, Jiaoyan Chen, Xi Chen, Zhenxi Lin, Yefeng Zheng:
OntoEA: Ontology-guided Entity Alignment via Joint Knowledge Graph Embedding. ACL/IJCNLP (Findings) 2021: 1117-1128 - [c44]Zhiyuan Qi, Ziheng Zhang, Jiaoyan Chen, Xi Chen, Yefeng Zheng:
PRASEMap: A Probabilistic Reasoning and Semantic Embedding based Knowledge Graph Alignment System. CIKM 2021: 4779-4783 - [c43]Ashley Ritchie, Jiaoyan Chen, Leyla Jael Castro, Dietrich Rebholz-Schuhmann, Ernesto Jiménez-Ruiz:
Ontology Clustering with OWL2Vec. DeepOntoNLP/X-SENTIMENT@ESWC 2021: 54-61 - [c42]Jiaoyan Chen, Ernesto Jiménez-Ruiz, Ian Horrocks, Denvar Antonyrajah, Ali Hadian, Jaehun Lee:
Augmenting Ontology Alignment by Semantic Embedding and Distant Supervision. ESWC 2021: 392-408 - [c41]Zhiyuan Qi, Ziheng Zhang, Jiaoyan Chen, Xi Chen, Yuejia Xiang, Ningyu Zhang, Yefeng Zheng:
Unsupervised Knowledge Graph Alignment by Probabilistic Reasoning and Semantic Embedding. IJCAI 2021: 2019-2025 - [c40]Jiaoyan Chen, Yuxia Geng, Zhuo Chen, Ian Horrocks, Jeff Z. Pan, Huajun Chen:
Knowledge-aware Zero-Shot Learning: Survey and Perspective. IJCAI 2021: 4366-4373 - [c39]Vincenzo Cutrona, Jiaoyan Chen, Vasilis Efthymiou, Oktie Hassanzadeh, Ernesto Jiménez-Ruiz, Juan Sequeda, Kavitha Srinivas, Nora Abdelmageed, Madelon Hulsebos, Daniela Oliveira, Catia Pesquita:
Results of SemTab 2021. SemTab@ISWC 2021: 1-12 - [c38]Yuan He, Jiaoyan Chen, Denvar Antonyrajah, Ian Horrocks:
Biomedical ontology alignment with BERT. OM@ISWC 2021: 1-12 - [c37]Zhuo Chen, Jiaoyan Chen, Yuxia Geng, Jeff Z. Pan, Zonggang Yuan, Huajun Chen:
Zero-Shot Visual Question Answering Using Knowledge Graph. ISWC 2021: 146-162 - [c36]Yuxia Geng, Jiaoyan Chen, Zhuo Chen, Jeff Z. Pan, Zhiquan Ye, Zonggang Yuan, Yantao Jia, Huajun Chen:
OntoZSL: Ontology-enhanced Zero-shot Learning. WWW 2021: 3325-3336 - 2020
- [c35]Shumin Deng, Ningyu Zhang, Zhanlin Sun, Jiaoyan Chen, Huajun Chen:
When Low Resource NLP Meets Unsupervised Language Model: Meta-Pretraining then Meta-Learning for Few-Shot Text Classification (Student Abstract). AAAI 2020: 13773-13774 - [c34]Zhiquan Ye, Yuxia Geng, Jiaoyan Chen, Jingmin Chen, Xiaoxiao Xu, Suhang Zheng, Feng Wang, Jun Zhang, Huajun Chen:
Zero-shot Text Classification via Reinforced Self-training. ACL 2020: 3014-3024 - [c33]Ziheng Zhang, Hualuo Liu, Jiaoyan Chen, Xi Chen, Bo Liu, Yuejia Xiang, Yefeng Zheng:
An Industry Evaluation of Embedding-based Entity Alignment. COLING (Industry) 2020: 179-189 - [c32]Ernesto Jiménez-Ruiz, Asan Agibetov, Jiaoyan Chen, Matthias Samwald, Valerie Cross:
Dividing the Ontology Alignment Task with Semantic Embeddings and Logic-Based Modules. ECAI 2020: 784-791 - [c31]Ernesto Jiménez-Ruiz, Oktie Hassanzadeh, Vasilis Efthymiou, Jiaoyan Chen, Kavitha Srinivas:
SemTab 2019: Resources to Benchmark Tabular Data to Knowledge Graph Matching Systems. ESWC 2020: 514-530 - [c30]Jiaoyan Chen, Freddy Lécué, Yuxia Geng, Jeff Z. Pan, Huajun Chen:
Ontology-guided Semantic Composition for Zero-shot Learning. KR 2020: 850-854 - [c29]Ernesto Jiménez-Ruiz, Oktie Hassanzadeh, Vasilis Efthymiou, Jiaoyan Chen, Kavitha Srinivas, Vincenzo Cutrona:
Results of SemTab 2020. SemTab@ISWC 2020: 1-8 - [c28]Erik B. Myklebust, Ernesto Jiménez-Ruiz, Jiaoyan Chen, Raoul Wolf, Knut Erik Tollefsen:
Ontology alignment in ecotoxicological effect prediction. OM@ISWC 2020: 233-234 - [c27]Ningyu Zhang, Shumin Deng, Zhanlin Sun, Jiaoyan Chen, Wei Zhang, Huajun Chen:
Relation Adversarial Network for Low Resource Knowledge Graph Completion. WWW 2020: 1-12 - [c26]Jiaoyan Chen, Xi Chen, Ian Horrocks, Erik B. Myklebust, Ernesto Jiménez-Ruiz:
Correcting Knowledge Base Assertions. WWW 2020: 1537-1547 - 2019
- [c25]Jiaoyan Chen, Ernesto Jiménez-Ruiz, Ian Horrocks, Charles Sutton:
ColNet: Embedding the Semantics of Web Tables for Column Type Prediction. AAAI 2019: 29-36 - [c24]Freddy Lécué, Jiaoyan Chen, Jeff Z. Pan, Huajun Chen:
Augmenting Transfer Learning with Semantic Reasoning. IJCAI 2019: 1779-1785 - [c23]Jiaoyan Chen, Ernesto Jiménez-Ruiz, Ian Horrocks, Charles Sutton:
Learning Semantic Annotations for Tabular Data. IJCAI 2019: 2088-2094 - [c22]Ole Magnus Holter, Erik Bryhn Myklebust, Jiaoyan Chen, Ernesto Jiménez-Ruiz:
Embedding OWL Ontologies with OWL2Vec. ISWC (Satellites) 2019: 33-36 - [c21]Erik Bryhn Myklebust, Ernesto Jiménez-Ruiz, Jiaoyan Chen, Raoul Wolf, Knut Erik Tollefsen:
Knowledge Graph Embedding for Ecotoxicological Effect Prediction. ISWC (Satellites) 2019: 37-40 - [c20]Jiaoyan Chen, Ernesto Jiménez-Ruiz, Ian Horrocks:
Canonicalizing Knowledge Base Literals. ISWC (1) 2019: 110-127 - [c19]Erik B. Myklebust, Ernesto Jiménez-Ruiz, Jiaoyan Chen, Raoul Wolf, Knut Erik Tollefsen:
Knowledge Graph Embedding for Ecotoxicological Effect Prediction. ISWC (2) 2019: 490-506 - [c18]Shumin Deng, Ningyu Zhang, Wen Zhang, Jiaoyan Chen, Jeff Z. Pan, Huajun Chen:
Knowledge-Driven Stock Trend Prediction and Explanation via Temporal Convolutional Network. WWW (Companion Volume) 2019: 678-685 - [c17]Wen Zhang, Bibek Paudel, Liang Wang, Jiaoyan Chen, Hai Zhu, Wei Zhang, Abraham Bernstein, Huajun Chen:
Iteratively Learning Embeddings and Rules for Knowledge Graph Reasoning. WWW 2019: 2366-2377 - 2018
- [c16]Shumin Deng, Jeff Z. Pan, Jiaoyan Chen, Huajun Chen:
Deep Learning for Knowledge-Driven Ontology Stream Prediction. CCKS 2018: 52-64 - [c15]Jiaoyan Chen, Freddy Lécué, Jeff Z. Pan, Ian Horrocks, Huajun Chen:
Knowledge-Based Transfer Learning Explanation. KR 2018: 349-358 - 2017
- [c14]Jiaoyan Chen, Shumin Deng, Huajun Chen:
CrowdGeoKG: Crowdsourced Geo-Knowledge Graph. CCKS 2017: 165-172 - [c13]Jiaoyan Chen, Freddy Lécué, Jeff Z. Pan, Huajun Chen:
Learning from Ontology Streams with Semantic Concept Drift. IJCAI 2017: 957-963 - [c12]Jiaoyan Chen, Alexander Zipf:
DeepVGI: Deep Learning with Volunteered Geographic Information. WWW (Companion Volume) 2017: 771-772 - 2016
- [c11]Jiaoyan Chen, Huajun Chen, Jeff Z. Pan:
Semantic Reasoning for Smog Disaster Analysis. Description Logics 2016 - 2015
- [c10]Jiaoyan Chen, Huajun Chen, Daning Hu, Jeff Z. Pan, Yalin Zhou:
Smog disaster forecasting using social web data and physical sensor data. IEEE BigData 2015: 991-998 - [c9]Ming Wu, Huajun Chen, Jiaoyan Chen:
Satellite Data Science: A Case Study for Smog Disaster Prediction from Multiple Satellite Observations. ICDS 2015: 58-61 - [c8]Yalin Zhou, Jiaoyan Chen, Huajun Chen:
Observing Social Web for Smog Disaster Forecasting. WebSci 2015: 66:1-66:2 - 2014
- [c7]Ningyu Zhang, Guozhou Zheng, Huajun Chen, Xi Chen, Jiaoyan Chen:
Monitoring Urban Waterlogging Disaster Using Social Sensors. CSWS 2014: 227-236 - [c6]Ningyu Zhang, Guozhou Zheng, Huajun Chen, Jiaoyan Chen, Xi Chen:
HBaseSpatial: A Scalable Spatial Data Storage Based on HBase. TrustCom 2014: 644-651 - [c5]Jiaoyan Chen, Huajun Chen, Guozhou Zheng, Jeff Z. Pan, Honghan Wu, Ningyu Zhang:
Big smog meets web science: smog disaster analysis based on social media and device data on the web. WWW (Companion Volume) 2014: 505-510 - 2013
- [c4]Xi Chen, Huajun Chen, Ningyu Zhang, Jiaoyan Chen, Zhaohui Wu:
OWL reasoning over big biomedical data. IEEE BigData 2013: 29-36 - [c3]Jiaoyan Chen, Huajun Chen, Xi Chen, Guozhou Zheng, Zhaohui Wu:
Data chaos: An entropy based MapReduce framework for scalable learning. IEEE BigData 2013: 71-78 - [c2]Jiaoyan Chen, Huajun Chen, Jeff Z. Pan, Ming Wu, Ningyu Zhang, Guozhou Zheng:
When big data meets big smog: a big spatio-temporal data framework for China severe smog analysis. BigSpatial@SIGSPATIAL 2013: 13-22 - [c1]Jiaoyan Chen, Guozhou Zheng, Huajun Chen:
ELM-MapReduce: MapReduce accelerated extreme learning machine for big spatial data analysis. ICCA 2013: 400-405
Parts in Books or Collections
- 2020
- [p1]Freddy Lécué, Jiaoyan Chen, Jeff Z. Pan, Huajun Chen:
Knowledge-Based Explanations for Transfer Learning. Knowledge Graphs for eXplainable Artificial Intelligence 2020: 180-195
Editorship
- 2023
- [e5]Vasilis Efthymiou, Ernesto Jiménez-Ruiz, Jiaoyan Chen, Vincenzo Cutrona, Oktie Hassanzadeh, Juan Sequeda, Kavitha Srinivas, Nora Abdelmageed, Madelon Hulsebos:
Proceedings of the Semantic Web Challenge on Tabular Data to Knowledge Graph Matching, SemTab 2022, co-located with the 21st International Semantic Web Conference, ISWC 2022, Virtual conference, October 23-27, 2022. CEUR Workshop Proceedings 3320, CEUR-WS.org 2023 [contents] - [e4]Vasilis Efthymiou, Ernesto Jiménez-Ruiz, Jiaoyan Chen, Vincenzo Cutrona, Oktie Hassanzadeh, Juan Sequeda, Kavitha Srinivas, Nora Abdelmageed, Madelon Hulsebos, Aamod Khatiwada, Keti Korini, Benno Kruit:
Proceedings of the Semantic Web Challenge on Tabular Data to Knowledge Graph Matching, SemTab 2023, co-located with the 22nd International Semantic Web Conference, ISWC 2023, Athens, Greece, November 6-10, 2023. CEUR Workshop Proceedings 3557, CEUR-WS.org 2023 [contents] - 2022
- [e3]Ernesto Jiménez-Ruiz, Vasilis Efthymiou, Jiaoyan Chen, Vincenzo Cutrona, Oktie Hassanzadeh, Juan Sequeda, Kavitha Srinivas, Nora Abdelmageed, Madelon Hulsebos, Daniela Oliveira, Catia Pesquita:
Proceedings of the Semantic Web Challenge on Tabular Data to Knowledge Graph Matching co-located with the 20th International Semantic Web Conference (ISWC 2021), Virtual conference, October 27, 2021. CEUR Workshop Proceedings 3103, CEUR-WS.org 2022 [contents] - 2020
- [e2]Ernesto Jiménez-Ruiz, Oktie Hassanzadeh, Kavitha Srinivas, Vasilis Efthymiou, Jiaoyan Chen:
Proceedings of the Semantic Web Challenge on Tabular Data to Knowledge Graph Matching co-located with the 18th International Semantic Web Conference, SemTab@ISWC 2019, Auckland, New Zealand, October 30, 2019. CEUR Workshop Proceedings 2553, CEUR-WS.org 2020 [contents] - [e1]Ernesto Jiménez-Ruiz, Oktie Hassanzadeh, Vasilis Efthymiou, Jiaoyan Chen, Kavitha Srinivas, Vincenzo Cutrona:
Proceedings of the Semantic Web Challenge on Tabular Data to Knowledge Graph Matching (SemTab 2020) co-located with the 19th International Semantic Web Conference (ISWC 2020), Virtual conference (originally planned to be in Athens, Greece), November 5, 2020. CEUR Workshop Proceedings 2775, CEUR-WS.org 2020 [contents]
Data and Artifacts
- 2024
- [d15]Yuan He, Jiaoyan Chen, Hang Dong, Ernesto Jiménez-Ruiz, Ali Hadian, Ian Horrocks:
Bio-ML: Machine Learning-Friendly Biomedical Datasets for Equivalence and Subsumption Ontology Matching. Version OAEI Bio-ML 2024. Zenodo, 2024 [all versions]
- [d14]Yuan He, Zhangdie Yuan, Jiaoyan Chen, Ian Horrocks:
Datasets for the Hierarchy Transformer Encoders (HiTs). Version NeurIPS 2024. Zenodo, 2024 [all versions] - [d13]Yuan He, Zhangdie Yuan, Jiaoyan Chen, Ian Horrocks:
Datasets for the Hierarchy Transformer Encoders (HiTs). Version Deprecated. Zenodo, 2024 [all versions] - 2023
- [d12]Hang Dong, Jiaoyan Chen, Yuan He, Ian Horrocks:
Ontology Enrichment from Texts (OET): A Biomedical Dataset for Concept Discovery and Placement. Version 1. Zenodo, 2023 [all versions] - [d11]Hang Dong, Jiaoyan Chen, Yuan He, Ian Horrocks:
Ontology Enrichment from Texts (OET): A Biomedical Dataset for Concept Discovery and Placement. Version 2. Zenodo, 2023 [all versions] - [d10]Hang Dong, Jiaoyan Chen, Yuan He, Ian Horrocks:
Ontology Enrichment from Texts (OET): A Biomedical Dataset for Concept Discovery and Placement. Version 3. Zenodo, 2023 [all versions] - [d9]Hang Dong, Jiaoyan Chen, Yuan He, Ian Horrocks:
Ontology Enrichment from Texts (OET): A Biomedical Dataset for Concept Discovery and Placement. Version 4. Zenodo, 2023 [all versions] - [d8]Hang Dong, Jiaoyan Chen, Yuan He, Yinan Liu, Ian Horrocks:
Datasets for Out-of-KB Mention Discovery with Entity Linking. Zenodo, 2023 - [d7]Yuan He, Jiaoyan Chen, Hang Dong, Ernesto Jiménez-Ruiz, Ali Hadian, Ian Horrocks:
Bio-ML: Machine Learning-Friendly Biomedical Datasets for Equivalence and Subsumption Ontology Matching. Version OAEI Bio-ML 2023. Zenodo, 2023 [all versions] - [d6]Yuan He, Jiaoyan Chen, Ernesto Jiménez-Ruiz, Hang Dong, Ian Horrocks:
OntoLAMA: LAnguage Model Analysis for Ontology Subsumption Inference. Zenodo, 2023 - 2022
- [d5]Yuan He, Jiaoyan Chen, Hang Dong, Ernesto Jiménez-Ruiz, Ali Hadian, Ian Horrocks:
Machine Learning-Friendly Biomedical Datasets for Equivalence and Subsumption Ontology Matching. Version OAEI-2022. Zenodo, 2022 [all versions] - [d4]Yuan He, Jiaoyan Chen, Hang Dong, Ernesto Jiménez-Ruiz, Ali Hadian, Ian Horrocks:
Machine Learning-Friendly Biomedical Datasets for Equivalence and Subsumption Ontology Matching. Version Deprecated. Zenodo, 2022 [all versions] - 2021
- [d3]Ashley Ritchie, Jiaoyan Chen, Leyla Jael Castro, Dietrich Rebholz-Schuhmann, Ernesto Jiménez-Ruiz:
Embeddings of Gene Ontology (GO) using OWL2Vec. Zenodo, 2021 - 2019
- [d2]Ernesto Jiménez-Ruiz, Asan Agibetov, Jiaoyan Chen, Matthias Samwald, Valerie Cross:
Dividing the Ontology Alignment Task. Version November 2019 - v.2. Zenodo, 2019 [all versions] - 2018
- [d1]Ernesto Jiménez-Ruiz, Asan Agibetov, Jiaoyan Chen, Matthias Samwald, Valerie Cross:
Dividing the Ontology Alignment Task. Version April 2018 (v.1). Zenodo, 2018 [all versions]
Informal and Other Publications
- 2025
- [i84]Zhenyu Wu, Jiaoyan Chen, Norman W. Paton:
Taxonomy Inference for Tabular Data Using Large Language Models. CoRR abs/2503.21810 (2025) - [i83]Yuan He, Bailan He, Zifeng Ding, Alisia Maria Lupidi, Yuqicheng Zhu, Shuo Chen, Caiqi Zhang, Jiaoyan Chen, Yunpu Ma, Volker Tresp, Ian Horrocks:
Supposedly Equivalent Facts That Aren't? Entity Frequency in Pre-training Induces Asymmetry in LLMs. CoRR abs/2503.22362 (2025) - [i82]Dongzhuoran Zhou, Yuqicheng Zhu, Yuan He, Jiaoyan Chen, Evgeny Kharlamov, Steffen Staab:
Evaluating Knowledge Graph Based Retrieval Augmented Generation Methods under Knowledge Incompleteness. CoRR abs/2504.05163 (2025) - [i81]Yajing Xu, Zhiqiang Liu, Jiaoyan Chen, Mingchen Tu, Zhuo Chen, Jeff Z. Pan, Yichi Zhang, Yushan Zhu, Wen Zhang, Huajun Chen:
Multi-modal Knowledge Graph Generation with Semantics-enriched Prompts. CoRR abs/2504.13631 (2025) - [i80]Tianzhe Zhao, Jiaoyan Chen, Yanchi Ru, Haiping Zhu, Nan Hu, Jun Liu, Qika Lin:
RAG Safety: Exploring Knowledge Poisoning Attacks to Retrieval-Augmented Generation. CoRR abs/2507.08862 (2025) - [i79]Hui Yang, Jiaoyan Chen, Yuan He, Yongsheng Gao, Ian Horrocks:
Language Models as Ontology Encoders. CoRR abs/2507.14334 (2025) - 2024
- [i78]Yuan He, Zhangdie Yuan, Jiaoyan Chen, Ian Horrocks:
Language Models as Hierarchy Encoders. CoRR abs/2401.11374 (2024) - [i77]Nan Hu, Jiaoyan Chen, Yike Wu, Guilin Qi, Sheng Bi, Tongtong Wu, Jeff Z. Pan:
Benchmarking Large Language Models in Complex Question Answering Attribution using Knowledge Graphs. CoRR abs/2401.14640 (2024) - [i76]Yong Guan, Freddy Lécué, Jiaoyan Chen, Ru Li, Jeff Z. Pan:
Knowledge-Aware Neuron Interpretation for Scene Classification. CoRR abs/2401.15820 (2024) - [i75]Keyu Wang, Guilin Qi, Jiaoyan Chen, Tianxing Wu:
Embedding Ontologies via Incorporating Extensional and Intensional Knowledge. CoRR abs/2402.01677 (2024) - [i74]Zhuo Chen, Yichi Zhang, Yin Fang, Yuxia Geng, Lingbing Guo, Xiang Chen, Qian Li, Wen Zhang, Jiaoyan Chen, Yushan Zhu, Jiaqi Li, Xiaoze Liu, Jeff Z. Pan, Ningyu Zhang, Huajun Chen:
Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey. CoRR abs/2402.05391 (2024) - [i73]Dehai Min, Nan Hu, Rihui Jin, Nuo Lin, Jiaoyan Chen, Yongrui Chen, Yu Li, Guilin Qi, Yun Li, Nijun Li, Qianren Wang:
Exploring the Impact of Table-to-Text Methods on Augmenting LLM-based Question Answering with Domain Hybrid Data. CoRR abs/2402.12869 (2024) - [i72]Hang Dong, Jiaoyan Chen, Yuan He, Yongsheng Gao, Ian Horrocks:
A Language Model based Framework for New Concept Placement in Ontologies. CoRR abs/2402.17897 (2024) - [i71]Zhuo Chen, Yin Fang, Yichi Zhang, Lingbing Guo, Jiaoyan Chen, Huajun Chen, Wen Zhang:
The Power of Noise: Toward a Unified Multi-modal Knowledge Graph Representation Framework. CoRR abs/2403.06832 (2024) - [i70]Rihui Jin, Yu Li, Guilin Qi, Nan Hu, Yuan-Fang Li, Jiaoyan Chen, Jianan Wang, Yongrui Chen, Dehai Min:
HGT: Leveraging Heterogeneous Graph-enhanced Large Language Models for Few-shot Complex Table Understanding. CoRR abs/2403.19723 (2024) - [i69]Yong Guan, Xiaozhi Wang, Lei Hou, Juanzi Li, Jeff Z. Pan, Jiaoyan Chen, Freddy Lécué:
TacoERE: Cluster-aware Compression for Event Relation Extraction. CoRR abs/2405.06890 (2024) - [i68]Tianzhe Zhao, Jiaoyan Chen, Yanchi Ru, Qika Lin, Yuxia Geng, Jun Liu:
Untargeted Adversarial Attack on Knowledge Graph Embeddings. CoRR abs/2405.10970 (2024) - [i67]Jiaoyan Chen, Olga Mashkova, Fernando Zhapa-Camacho, Robert Hoehndorf, Yuan He, Ian Horrocks:
Ontology Embedding: A Survey of Methods, Applications and Resources. CoRR abs/2406.10964 (2024) - [i66]Wen Zhang, Yajing Xu, Peng Ye, Zhiwei Huang, Zezhong Xu, Jiaoyan Chen, Jeff Z. Pan, Huajun Chen:
Start from Zero: Triple Set Prediction for Automatic Knowledge Graph Completion. CoRR abs/2406.18166 (2024) - [i65]Wen Zhang, Long Jin, Yushan Zhu, Jiaoyan Chen, Zhiwei Huang, Junjie Wang, Yin Hua, Lei Liang, Huajun Chen:
TrustUQA: A Trustful Framework for Unified Structured Data Question Answering. CoRR abs/2406.18916 (2024) - [i64]Sevinj Teymurova, Ernesto Jiménez-Ruiz, Tillman Weyde, Jiaoyan Chen:
OWL2Vec4OA: Tailoring Knowledge Graph Embeddings for Ontology Alignment. CoRR abs/2408.06310 (2024) - [i63]Yuxia Geng, Runkai Zhu, Jiaoyan Chen, Jintai Chen, Zhuo Chen, Xiang Chen, Can Xu, Yuxiang Wang, Xiaoliang Xu:
Cross-composition Feature Disentanglement for Compositional Zero-shot Learning. CoRR abs/2408.09786 (2024) - [i62]Yike Wu, Yi Huang, Nan Hu, Yuncheng Hua, Guilin Qi, Jiaoyan Chen, Jeff Z. Pan:
CoTKR: Chain-of-Thought Enhanced Knowledge Rewriting for Complex Knowledge Graph Question Answering. CoRR abs/2409.19753 (2024) - [i61]Lingbing Guo, Zhongpu Bo, Zhuo Chen, Yichi Zhang, Jiaoyan Chen, Yarong Lan, Mengshu Sun, Zhiqiang Zhang, Yangyifei Luo, Qian Li, Qiang Zhang, Wen Zhang, Huajun Chen:
MKGL: Mastery of a Three-Word Language. CoRR abs/2410.07526 (2024) - [i60]Zhichao Yan, Jiapu Wang, Jiaoyan Chen, Xiaoli Li, Ru Li, Jeff Z. Pan:
Atomic Fact Decomposition Helps Attributed Question Answering. CoRR abs/2410.16708 (2024) - [i59]Jie He, Nan Hu, Wanqiu Long, Jiaoyan Chen, Jeff Z. Pan:
MINTQA: A Multi-Hop Question Answering Benchmark for Evaluating LLMs on New and Tail Knowledge. CoRR abs/2412.17032 (2024) - 2023
- [i58]Mathias Jackermeier, Jiaoyan Chen, Ian Horrocks:
Box2EL: Concept and Role Box Embeddings for the Description Logic EL++. CoRR abs/2301.11118 (2023) - [i57]Yuan He, Jiaoyan Chen, Ernesto Jiménez-Ruiz, Hang Dong, Ian Horrocks:
Language Model Analysis for Ontology Subsumption Inference. CoRR abs/2302.06761 (2023) - [i56]Hang Dong, Jiaoyan Chen, Yuan He, Yinan Liu, Ian Horrocks:
Reveal the Unknown: Out-of-Knowledge-Base Mention Discovery with Entity Linking. CoRR abs/2302.07189 (2023) - [i55]Yangning Li, Jiaoyan Chen, Yinghui Li, Yuejia Xiang, Xi Chen, Haitao Zheng:
Vision, Deduction and Alignment: An Empirical Study on Multi-modal Knowledge Graph Alignment. CoRR abs/2302.08774 (2023) - [i54]Tianyu Yu, Yangning Li, Jiaoyan Chen, Yinghui Li, Hai-Tao Zheng, Xi Chen, Qingbin Liu, Wenqiang Liu, Dongxiao Huang, Bei Wu, Yexin Wang:
Knowledge-augmented Few-shot Visual Relation Detection. CoRR abs/2303.05342 (2023) - [i53]Nan Hu, Yike Wu, Guilin Qi, Dehai Min, Jiaoyan Chen, Jeff Z. Pan, Zafar Ali:
An Empirical Study of Pre-trained Language Models in Simple Knowledge Graph Question Answering. CoRR abs/2303.10368 (2023) - [i52]Lingbing Guo, Zhuo Chen, Jiaoyan Chen, Huajun Chen:
Revisit and Outstrip Entity Alignment: A Perspective of Generative Models. CoRR abs/2305.14651 (2023) - [i51]Hang Dong, Jiaoyan Chen, Yuan He, Ian Horrocks:
Ontology Enrichment from Texts: A Biomedical Dataset for Concept Discovery and Placement. CoRR abs/2306.14704 (2023) - [i50]Yuan He, Jiaoyan Chen, Hang Dong, Ian Horrocks, Carlo Allocca, Taehun Kim, Brahmananda Sapkota:
DeepOnto: A Python Package for Ontology Engineering with Deep Learning. CoRR abs/2307.03067 (2023) - [i49]Zhuo Chen, Lingbing Guo, Yin Fang, Yichi Zhang, Jiaoyan Chen, Jeff Z. Pan, Yangning Li, Huajun Chen, Wen Zhang:
Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment. CoRR abs/2307.16210 (2023) - [i48]Jeff Z. Pan, Simon Razniewski, Jan-Christoph Kalo, Sneha Singhania, Jiaoyan Chen, Stefan Dietze, Hajira Jabeen, Janna Omeliyanenko, Wen Zhang, Matteo Lissandrini, Russa Biswas, Gerard de Melo, Angela Bonifati, Edlira Vakaj, Mauro Dragoni, Damien Graux:
Large Language Models and Knowledge Graphs: Opportunities and Challenges. CoRR abs/2308.06374 (2023) - [i47]Yuan He, Jiaoyan Chen, Hang Dong, Ian Horrocks:
Exploring Large Language Models for Ontology Alignment. CoRR abs/2309.07172 (2023) - [i46]Jiaoyan Chen, Hang Dong, Janna Hastings, Ernesto Jiménez-Ruiz, Vanessa López, Pierre Monnin, Catia Pesquita, Petr Skoda, Valentina Tamma:
Knowledge Graphs for the Life Sciences: Recent Developments, Challenges and Opportunities. CoRR abs/2309.17255 (2023) - [i45]Yuxia Geng, Jiaoyan Chen, Yuhang Zeng, Zhuo Chen, Wen Zhang, Jeff Z. Pan, Yuxiang Wang, Xiaoliang Xu:
Prompting Disentangled Embeddings for Knowledge Graph Completion with Pre-trained Language Model. CoRR abs/2312.01837 (2023) - 2022
- [i44]Wen Zhang, Jiaoyan Chen, Juan Li, Zezhong Xu, Jeff Z. Pan, Huajun Chen:
Knowledge Graph Reasoning with Logics and Embeddings: Survey and Perspective. CoRR abs/2202.07412 (2022) - [i43]Jiaoyan Chen, Yuan He, Ernesto Jiménez-Ruiz, Hang Dong, Ian Horrocks:
Contextual Semantic Embeddings for Ontology Subsumption Prediction. CoRR abs/2202.09791 (2022) - [i42]Hang Dong, Matús Falis, William Whiteley, Beatrice Alex, Shaoxiong Ji, Jiaoyan Chen, Honghan Wu:
Automated Clinical Coding: What, Why, and Where We Are? CoRR abs/2203.11092 (2022) - [i41]Yuan He, Jiaoyan Chen, Hang Dong, Ernesto Jiménez-Ruiz, Ali Hadian, Ian Horrocks:
Machine Learning-Friendly Biomedical Datasets for Equivalence and Subsumption Ontology Matching. CoRR abs/2205.03447 (2022) - [i40]Hang Dong, Víctor Suárez-Paniagua, Huayu Zhang, Minhong Wang, Arlene Casey, Emma M. Davidson, Jiaoyan Chen, Beatrice Alex, William Whiteley, Honghan Wu:
Ontology-Based and Weakly Supervised Rare Disease Phenotyping from Clinical Notes. CoRR abs/2205.05656 (2022) - [i39]Yuxia Geng, Jiaoyan Chen, Wen Zhang, Yajing Xu, Zhuo Chen, Jeff Z. Pan, Yufeng Huang, Feiyu Xiong, Huajun Chen:
Disentangled Ontology Embedding for Zero-shot Learning. CoRR abs/2206.03739 (2022) - [i38]Zhuo Chen, Yufeng Huang, Jiaoyan Chen, Yuxia Geng, Wen Zhang, Yin Fang, Jeff Z. Pan, Wenting Song, Huajun Chen:
DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning. CoRR abs/2207.01328 (2022) - [i37]Zhuo Chen, Yufeng Huang, Jiaoyan Chen, Yuxia Geng, Yin Fang, Jeff Z. Pan, Ningyu Zhang, Wen Zhang:
LaKo: Knowledge-driven Visual Question Answering via Late Knowledge-to-Text Injection. CoRR abs/2207.12888 (2022) - [i36]Yufeng Huang, Zhuo Chen, Wen Zhang, Jiaoyan Chen, Jeff Z. Pan, Zhen Yao, Yujie Xie, Huajun Chen:
Aspect-based Sentiment Classification with Sequential Cross-modal Semantic Graph. CoRR abs/2208.09417 (2022) - [i35]Shumin Deng, Chengming Wang, Zhoubo Li, Ningyu Zhang, Zelin Dai, Hehong Chen, Feiyu Xiong, Ming Yan, Qiang Chen, Mosha Chen, Jiaoyan Chen, Jeff Z. Pan, Bryan Hooi, Huajun Chen:
Construction and Applications of Billion-Scale Pre-trained Multimodal Business Knowledge Graph. CoRR abs/2209.15214 (2022) - [i34]Yuxia Geng, Jiaoyan Chen, Wen Zhang, Jeff Z. Pan, Mingyang Chen, Huajun Chen, Song Jiang:
Relational Message Passing for Fully Inductive Knowledge Graph Completion. CoRR abs/2210.03994 (2022) - [i33]Erik Bryhn Myklebust, Ernesto Jiménez-Ruiz, Jiaoyan Chen, Raoul Wolf, Knut Erik Tollefsen:
Understanding Adverse Biological Effect Predictions Using Knowledge Graphs. CoRR abs/2210.15985 (2022) - [i32]Yangning Li, Jiaoyan Chen, Yinghui Li, Tianyu Yu, Xi Chen, Hai-Tao Zheng:
Embracing Ambiguity: Improving Similarity-oriented Tasks with Contextual Synonym Knowledge. CoRR abs/2211.10997 (2022) - [i31]Yinan Liu, Hu Chen, Wei Shen, Jiaoyan Chen:
Low-resource Personal Attribute Prediction from Conversation. CoRR abs/2211.15324 (2022) - [i30]Zhuo Chen, Jiaoyan Chen, Wen Zhang, Lingbing Guo, Yin Fang, Yufeng Huang, Yuxia Geng, Jeff Z. Pan, Wenting Song, Huajun Chen:
MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid. CoRR abs/2212.14454 (2022) - 2021
- [i29]Yuxia Geng, Jiaoyan Chen, Zhuo Chen, Jeff Z. Pan, Zhiquan Ye, Zonggang Yuan, Yantao Jia, Huajun Chen:
OntoZSL: Ontology-enhanced Zero-shot Learning. CoRR abs/2102.07339 (2021) - [i28]Jiaoyan Chen, Yuxia Geng, Zhuo Chen, Ian Horrocks, Jeff Z. Pan, Huajun Chen:
Knowledge-aware Zero-Shot Learning: Survey and Perspective. CoRR abs/2103.00070 (2021) - [i27]Zhiyuan Qi, Ziheng Zhang, Jiaoyan Chen, Xi Chen, Yuejia Xiang, Ningyu Zhang, Yefeng Zheng:
Unsupervised Knowledge Graph Alignment by Probabilistic Reasoning and Semantic Embedding. CoRR abs/2105.05596 (2021) - [i26]Yuejia Xiang, Ziheng Zhang, Jiaoyan Chen, Xi Chen, Zhenxi Lin, Yefeng Zheng:
OntoEA: Ontology-guided Entity Alignment via Joint Knowledge Graph Embedding. CoRR abs/2105.07688 (2021) - [i25]Zhiyuan Qi, Ziheng Zhang, Jiaoyan Chen, Xi Chen, Yefeng Zheng:
PRASEMap: A Probabilistic Reasoning and Semantic Embedding based Knowledge Graph Alignment System. CoRR abs/2106.08801 (2021) - [i24]Yuxia Geng, Jiaoyan Chen, Zhuo Chen, Jeff Z. Pan, Zonggang Yuan, Huajun Chen:
K-ZSL: Resources for Knowledge-driven Zero-shot Learning. CoRR abs/2106.15047 (2021) - [i23]Zhuo Chen, Jiaoyan Chen, Yuxia Geng, Jeff Z. Pan, Zonggang Yuan, Huajun Chen:
Zero-shot Visual Question Answering using Knowledge Graph. CoRR abs/2107.05348 (2021) - [i22]Yuan He, Jiaoyan Chen, Denvar Antonyrajah, Ian Horrocks:
BERTMap: A BERT-based Ontology Alignment System. CoRR abs/2112.02682 (2021) - [i21]Erik B. Myklebust, Ernesto Jiménez-Ruiz, Jiaoyan Chen, Raoul Wolf, Knut Erik Tollefsen:
Prediction of Adverse Biological Effects of Chemicals Using Knowledge Graph Embeddings. CoRR abs/2112.04605 (2021) - [i20]Jiaoyan Chen, Yuxia Geng, Zhuo Chen, Jeff Z. Pan, Yuan He, Wen Zhang, Ian Horrocks, Huajun Chen:
Low-resource Learning with Knowledge Graphs: A Comprehensive Survey. CoRR abs/2112.10006 (2021) - 2020
- [i19]Jiaoyan Chen, Xi Chen, Ian Horrocks, Ernesto Jiménez-Ruiz, Erik B. Myklebust:
Correcting Knowledge Base Assertions. CoRR abs/2001.06917 (2020) - [i18]Ernesto Jiménez-Ruiz, Asan Agibetov, Jiaoyan Chen, Matthias Samwald, Valerie Cross:
Dividing the Ontology Alignment Task with Semantic Embeddings and Logic-based Modules. CoRR abs/2003.05370 (2020) - [i17]Yuxia Geng, Jiaoyan Chen, Zhuo Chen, Zhiquan Ye, Zonggang Yuan, Yantao Jia, Huajun Chen:
Generative Adversarial Zero-shot Learning via Knowledge Graphs. CoRR abs/2004.03109 (2020) - [i16]Jiaoyan Chen, Freddy Lécué, Yuxia Geng, Jeff Z. Pan, Huajun Chen:
Ontology-guided Semantic Composition for Zero-Shot Learning. CoRR abs/2006.16917 (2020) - [i15]Jiaoyan Chen, Pan Hu, Ernesto Jiménez-Ruiz, Ole Magnus Holter, Denvar Antonyrajah, Ian Horrocks:
OWL2Vec*: Embedding of OWL Ontologies. CoRR abs/2009.14654 (2020) - [i14]Ziheng Zhang, Jiaoyan Chen, Xi Chen, Hualuo Liu, Yuejia Xiang, Bo Liu, Yefeng Zheng:
An Industry Evaluation of Embedding-based Entity Alignment. CoRR abs/2010.11522 (2020) - 2019
- [i13]Yuxia Geng, Jiaoyan Chen, Ernesto Jiménez-Ruiz, Huajun Chen:
Human-centric Transfer Learning Explanation via Knowledge Graph [Extended Abstract]. CoRR abs/1901.08547 (2019) - [i12]Wen Zhang, Bibek Paudel, Liang Wang, Jiaoyan Chen, Hai Zhu, Wei Zhang, Abraham Bernstein, Huajun Chen:
Iteratively Learning Embeddings and Rules for Knowledge Graph Reasoning. CoRR abs/1903.08948 (2019) - [i11]Freddy Lécué, Jiaoyan Chen, Jeff Z. Pan, Huajun Chen:
Augmenting Transfer Learning with Semantic Reasoning. CoRR abs/1905.13672 (2019) - [i10]Jiaoyan Chen, Ernesto Jiménez-Ruiz, Ian Horrocks, Charles Sutton:
Learning Semantic Annotations for Tabular Data. CoRR abs/1906.00781 (2019) - [i9]Jiaoyan Chen, Ernesto Jiménez-Ruiz, Ian Horrocks:
Canonicalizing Knowledge Base Literals. CoRR abs/1906.11180 (2019) - [i8]Erik B. Myklebust, Ernesto Jiménez-Ruiz, Jiaoyan Chen, Raoul Wolf, Knut Erik Tollefsen:
Knowledge Graph Embedding for Ecotoxicological Effect Prediction. CoRR abs/1907.01328 (2019) - [i7]Ningyu Zhang, Shumin Deng, Zhanlin Sun, Jiaoyan Chen, Wei Zhang, Huajun Chen:
Transfer Learning for Relation Extraction via Relation-Gated Adversarial Learning. CoRR abs/1908.08507 (2019) - [i6]Ningyu Zhang, Zhanlin Sun, Shumin Deng, Jiaoyan Chen, Huajun Chen:
Improving Few-shot Text Classification via Pretrained Language Representations. CoRR abs/1908.08788 (2019) - [i5]Erik Bryhn Myklebust, Ernesto Jiménez-Ruiz, Jiaoyan Chen, Raoul Wolf, Knut Erik Tollefsen:
Enabling Semantic Data Access for Toxicological Risk Assessment. CoRR abs/1908.10128 (2019) - [i4]Ningyu Zhang, Shumin Deng, Zhanlin Sun, Jiaoyan Chen, Wei Zhang, Huajun Chen:
Relation Adversarial Network for Low Resource KnowledgeGraph Completion. CoRR abs/1911.03091 (2019) - 2018
- [i3]Jiaoyan Chen, Freddy Lécué, Jeff Z. Pan, Ian Horrocks, Huajun Chen:
Knowledge-based Transfer Learning Explanation. CoRR abs/1807.08372 (2018) - [i2]Jiaoyan Chen, Ernesto Jiménez-Ruiz, Ian Horrocks, Charles Sutton:
ColNet: Embedding the Semantics of Web Tables for Column Type Prediction. CoRR abs/1811.01304 (2018) - 2017
- [i1]Freddy Lécué, Jiaoyan Chen, Jeff Z. Pan, Huajun Chen:
Learning from Ontology Streams with Semantic Concept Drift. CoRR abs/1704.07466 (2017)
Coauthor Index
[j33] [j29] [j26] [j23] [j19] [j12] [j11] [j9] [j8] [j7] [j6] [j5] [j4] [j3] [j2] [j1] [c93] [c90] [c86] [c81] [c80] [c77] [c70] [c59] [c58] [c57] [c53] [c50] [c40] [c37] [c36] [c35] [c34] [c30] [c27] [c24] [c18] [c17] [c16] [c15] [c14] [c13] [c11] [c10] [c9] [c8] [c7] [c6] [c5] [c4] [c3] [c2] [c1] [p1] [i81] [i74] [i71] [i66] [i65] [i61] [i52] [i49] [i44] [i39] [i38] [i36] [i35] [i34] [i30] [i29] [i28] [i24] [i23] [i20] [i17] [i16] [i13] [i12] [i11] [i7] [i6] [i4] [i3] [i1]
[j32] [j27] [j23] [j22] [j18] [j13] [c84] [c82] [c76] [c74] [c72] [c71] [c67] [c65] [c64] [c62] [c56] [c55] [c52] [c47] [c46] [c42] [c40] [c38] [c26] [c25] [c23] [c20] [c15] [d15] [d14] [d13] [d12] [d11] [d10] [d9] [d8] [d7] [d6] [d5] [d4] [i83] [i79] [i78] [i72] [i67] [i58] [i57] [i56] [i51] [i50] [i47] [i43] [i41] [i28] [i22] [i20] [i19] [i15] [i10] [i9] [i3] [i2]
[j22] [j20] [j18] [j15] [j13] [c79] [c75] [c74] [c67] [c56] [c54] [c48] [c47] [c46] [c43] [c42] [c39] [c32] [c31] [c29] [c28] [c26] [c25] [c23] [c22] [c21] [c20] [c19] [e5] [e4] [e3] [e2] [e1] [d15] [d7] [d6] [d5] [d4] [d3] [d2] [d1] [i64] [i57] [i46] [i43] [i41] [i33] [i21] [i19] [i18] [i15] [i13] [i10] [i9] [i8] [i5] [i2]
Erik B. Myklebust
aka: Erik Bryhn Myklebust
aka: Erik Bryhn Myklebust
[j34] [j33] [j26] [j23] [j21] [j19] [j17] [j11] [j8] [c91] [c90] [c87] [c85] [c83] [c81] [c70] [c66] [c61] [c59] [c58] [c57] [c53] [c51] [c50] [c40] [c37] [c36] [c30] [c24] [c18] [c16] [c15] [c13] [c11] [c10] [c5] [c2] [p1] [i81] [i77] [i76] [i74] [i69] [i66] [i62] [i60] [i59] [i53] [i49] [i48] [i45] [i44] [i39] [i38] [i37] [i36] [i35] [i34] [i30] [i29] [i28] [i24] [i23] [i20] [i16] [i11] [i3] [i1]
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