Data chaos: An entropy based MapReduce framework for scalable learning. - Jiaoyan Chen 001; Huajun Chen; Xi Chen 003; Guozhou Zheng; Zhaohui Wu 001 (IEEE BigData, 2013)

OWL reasoning over big biomedical data. - Xi Chen 003; Huajun Chen; Ningyu Zhang 001; Jiaoyan Chen 001; Zhaohui Wu 001 (IEEE BigData, 2013)

When big data meets big smog: a big spatio-temporal data framework for China severe smog analysis. - Jiaoyan Chen 001; Huajun Chen; Jeff Z. Pan; Ming Wu; Ningyu Zhang 001; Guozhou Zheng (BigSpatial@SIGSPATIAL, 2013)

ELM-MapReduce: MapReduce accelerated extreme learning machine for big spatial data analysis. - Jiaoyan Chen 001; Guozhou Zheng; Huajun Chen (ICCA, 2013)

Monitoring Urban Waterlogging Disaster Using Social Sensors. - Ningyu Zhang 001; Guozhou Zheng; Huajun Chen; Xi Chen 003; Jiaoyan Chen 001 (CSWS, 2014)

HBaseSpatial: A Scalable Spatial Data Storage Based on HBase. - Ningyu Zhang 001; Guozhou Zheng; Huajun Chen; Jiaoyan Chen 001; Xi Chen 003 (TrustCom, 2014)

Big smog meets web science: smog disaster analysis based on social media and device data on the web. - Jiaoyan Chen 001; Huajun Chen; Guozhou Zheng; Jeff Z. Pan; Honghan Wu; Ningyu Zhang 001 (WWW (Companion Volume), 2014)

BioTCM-SE: A Semantic Search Engine for the Information Retrieval of Modern Biology and Traditional Chinese Medicine. - Xi Chen 003; Huajun Chen; Xuan Bi; Peiqin Gu; Jiaoyan Chen 001; Zhaohui Wu 001 (Comput. Math. Methods Medicine, 2014)

Time-series processing of large scale remote sensing data with extreme learning machine. - Jiaoyan Chen 001; Guozhou Zheng; Cong Fang 004; Ningyu Zhang 001; Huajun Chen; Zhaohui Wu 001 (Neurocomputing, 2014)

Smog disaster forecasting using social web data and physical sensor data. - Jiaoyan Chen 001; Huajun Chen; Daning Hu; Jeff Z. Pan; Yalin Zhou (IEEE BigData, 2015)

Satellite Data Science: A Case Study for Smog Disaster Prediction from Multiple Satellite Observations. - Ming Wu; Huajun Chen; Jiaoyan Chen 001 (ICDS, 2015)

Observing Social Web for Smog Disaster Forecasting. - Yalin Zhou; Jiaoyan Chen 001; Huajun Chen (WebSci, 2015)

Semantic Reasoning for Smog Disaster Analysis. - Jiaoyan Chen 001; Huajun Chen; Jeff Z. Pan (Description Logics, 2016)

Social Media Meets Big Urban Data: A Case Study of Urban Waterlogging Analysis. - Ningyu Zhang 001; Huajun Chen; Jiaoyan Chen 001; Xi Chen 003 (Comput. Intell. Neurosci., 2016)

ELM Meets Urban Big Data Analysis: Case Studies. - Ningyu Zhang 001; Huajun Chen; Xi Chen 003; Jiaoyan Chen 001 (Comput. Intell. Neurosci., 2016)

Forecasting Public Transit Use by Crowdsensing and Semantic Trajectory Mining: Case Studies. - Ningyu Zhang 001; Huajun Chen; Xi Chen 003; Jiaoyan Chen 001 (ISPRS Int. J. Geo Inf., 2016)

MR-ELM: a MapReduce-based framework for large-scale ELM training in big data era. - Jiaoyan Chen 001; Huajun Chen; Xiangyi Wan; Guozhou Zheng (Neural Comput. Appl., 2016)

Semantic Framework of Internet of Things for Smart Cities: Case Studies. - Ningyu Zhang 001; Huajun Chen; Xi Chen 003; Jiaoyan Chen 001 (Sensors, 2016)

CrowdGeoKG: Crowdsourced Geo-Knowledge Graph. - Jiaoyan Chen 001; Shumin Deng; Huajun Chen (CCKS, 2017)

Learning from Ontology Streams with Semantic Concept Drift. - Jiaoyan Chen 001; Freddy Lécué; Jeff Z. Pan; Huajun Chen (IJCAI, 2017)

DeepVGI: Deep Learning with Volunteered Geographic Information. - Jiaoyan Chen 001; Alexander Zipf (WWW (Companion Volume), 2017)

Forecasting smog-related health hazard based on social media and physical sensor. - Jiaoyan Chen 001; Huajun Chen; Zhaohui Wu 001; Daning Hu; Jeff Z. Pan (Inf. Syst., 2017)

Deep Learning for Knowledge-Driven Ontology Stream Prediction. - Shumin Deng; Jeff Z. Pan; Jiaoyan Chen 001; Huajun Chen (CCKS, 2018)

Knowledge-Based Transfer Learning Explanation. - Jiaoyan Chen 001; Freddy Lécué; Jeff Z. Pan; Ian Horrocks 001; Huajun Chen (KR, 2018)

Structured Knowledge Base as Prior Knowledge to Improve Urban Data Analysis. - Ningyu Zhang 001; Shumin Deng; Huajun Chen; Xi Chen 003; Jiaoyan Chen 001; Xiaoqian Li; Yiyi Zhang 001 (ISPRS Int. J. Geo Inf., 2018)

Dividing the Ontology Alignment Task. - Ernesto Jiménez-Ruiz; Asan Agibetov; Jiaoyan Chen 001; Matthias Samwald; Valerie Cross (Zenodo, 2018)

ColNet: Embedding the Semantics of Web Tables for Column Type Prediction. - Jiaoyan Chen 001; Ernesto Jiménez-Ruiz; Ian Horrocks 001; Charles Sutton (AAAI, 2019)

Learning Semantic Annotations for Tabular Data. - Jiaoyan Chen 001; Ernesto Jiménez-Ruiz; Ian Horrocks 001; Charles Sutton (IJCAI, 2019)

Augmenting Transfer Learning with Semantic Reasoning. - Freddy Lécué; Jiaoyan Chen 001; Jeff Z. Pan; Huajun Chen (IJCAI, 2019)

Canonicalizing Knowledge Base Literals. - Jiaoyan Chen 001; Ernesto Jiménez-Ruiz; Ian Horrocks 001 (ISWC (1), 2019)

Embedding OWL Ontologies with OWL2Vec. - Ole Magnus Holter; Erik Bryhn Myklebust; Jiaoyan Chen 001; Ernesto Jiménez-Ruiz (ISWC (Satellites), 2019)

Knowledge Graph Embedding for Ecotoxicological Effect Prediction. - Erik B. Myklebust; Ernesto Jiménez-Ruiz; Jiaoyan Chen 001; Raoul Wolf; Knut Erik Tollefsen (ISWC (2), 2019)

Knowledge-Driven Stock Trend Prediction and Explanation via Temporal Convolutional Network. - Shumin Deng; Ningyu Zhang 001; Wen Zhang 015; Jiaoyan Chen 001; Jeff Z. Pan; Huajun Chen (WWW (Companion Volume), 2019)

Iteratively Learning Embeddings and Rules for Knowledge Graph Reasoning. - Wen Zhang 015; Bibek Paudel; Liang Wang; Jiaoyan Chen 001; Hai Zhu; Wei Zhang 127; Abraham Bernstein; Huajun Chen (WWW, 2019)

Human-centric Transfer Learning Explanation via Knowledge Graph [Extended Abstract]. - Yuxia Geng; Jiaoyan Chen 001; Ernesto Jiménez-Ruiz; Huajun Chen (CoRR, 2019)

Transfer Learning for Relation Extraction via Relation-Gated Adversarial Learning. - Ningyu Zhang 001; Shumin Deng; Zhanlin Sun; Jiaoyan Chen 001; Wei Zhang 127; Huajun Chen (CoRR, 2019)

Improving Few-shot Text Classification via Pretrained Language Representations. - Ningyu Zhang 001; Zhanlin Sun; Shumin Deng; Jiaoyan Chen 001; Huajun Chen (CoRR, 2019)

Enabling Semantic Data Access for Toxicological Risk Assessment. - Erik Bryhn Myklebust; Ernesto Jiménez-Ruiz; Jiaoyan Chen 001; Raoul Wolf; Knut Erik Tollefsen (CoRR, 2019)

Relation Adversarial Network for Low Resource KnowledgeGraph Completion. - Ningyu Zhang 001; Shumin Deng; Zhanlin Sun; Jiaoyan Chen 001; Wei Zhang 127; Huajun Chen (CoRR, 2019)

Deep Learning From Multiple Crowds: A Case Study of Humanitarian Mapping. - Jiaoyan Chen 001; Yan Zhou; Alexander Zipf; Hongchao Fan (IEEE Trans. Geosci. Remote. Sens., 2019)

Dividing the Ontology Alignment Task. - Ernesto Jiménez-Ruiz; Asan Agibetov; Jiaoyan Chen 001; Matthias Samwald; Valerie Cross (Zenodo, 2019)

When Low Resource NLP Meets Unsupervised Language Model: Meta-Pretraining then Meta-Learning for Few-Shot Text Classification (Student Abstract). - Shumin Deng; Ningyu Zhang 001; Zhanlin Sun; Jiaoyan Chen 001; Huajun Chen (AAAI, 2020)

Zero-shot Text Classification via Reinforced Self-training. - Zhiquan Ye; Yuxia Geng; Jiaoyan Chen 001; Jingmin Chen; Xiaoxiao Xu; Suhang Zheng; Feng Wang; Jun Zhang; Huajun Chen (ACL, 2020)

An Industry Evaluation of Embedding-based Entity Alignment. - Ziheng Zhang; Hualuo Liu; Jiaoyan Chen 001; Xi Chen 003; Bo Liu 095; Yuejia Xiang; Yefeng Zheng 001 (COLING (Industry), 2020)

Dividing the Ontology Alignment Task with Semantic Embeddings and Logic-Based Modules. - Ernesto Jiménez-Ruiz; Asan Agibetov; Jiaoyan Chen 001; Matthias Samwald; Valerie Cross (ECAI, 2020)

SemTab 2019: Resources to Benchmark Tabular Data to Knowledge Graph Matching Systems. - Ernesto Jiménez-Ruiz; Oktie Hassanzadeh; Vasilis Efthymiou; Jiaoyan Chen 001; Kavitha Srinivas (ESWC, 2020)

Ontology-guided Semantic Composition for Zero-shot Learning. - Jiaoyan Chen 001; Freddy Lécué; Yuxia Geng; Jeff Z. Pan; Huajun Chen (KR, 2020)

Results of SemTab 2020. - Ernesto Jiménez-Ruiz; Oktie Hassanzadeh; Vasilis Efthymiou; Jiaoyan Chen 001; Kavitha Srinivas; Vincenzo Cutrona (SemTab@ISWC, 2020)

Ontology alignment in ecotoxicological effect prediction. - Erik B. Myklebust; Ernesto Jiménez-Ruiz; Jiaoyan Chen 001; Raoul Wolf; Knut Erik Tollefsen (OM@ISWC, 2020)

Correcting Knowledge Base Assertions. - Jiaoyan Chen 001; Xi Chen 003; Ian Horrocks 001; Erik B. Myklebust; Ernesto Jiménez-Ruiz (WWW, 2020)

Relation Adversarial Network for Low Resource Knowledge Graph Completion. - Ningyu Zhang 001; Shumin Deng; Zhanlin Sun; Jiaoyan Chen 001; Wei Zhang 127; Huajun Chen (WWW, 2020)

Generative Adversarial Zero-shot Learning via Knowledge Graphs. - Yuxia Geng; Jiaoyan Chen 001; Zhuo Chen 007; Zhiquan Ye; Zonggang Yuan; Yantao Jia; Huajun Chen (CoRR, 2020)

Knowledge-Based Explanations for Transfer Learning. - Freddy Lécué; Jiaoyan Chen 001; Jeff Z. Pan; Huajun Chen (Knowledge Graphs for eXplainable Artificial Intelligence, 2020)

OntoEA: Ontology-guided Entity Alignment via Joint Knowledge Graph Embedding. - Yuejia Xiang; Ziheng Zhang; Jiaoyan Chen 001; Xi Chen 003; Zhenxi Lin; Yefeng Zheng 001 (ACL/IJCNLP (Findings), 2021)

PRASEMap: A Probabilistic Reasoning and Semantic Embedding based Knowledge Graph Alignment System. - Zhiyuan Qi; Ziheng Zhang; Jiaoyan Chen 001; Xi Chen 003; Yefeng Zheng 001 (CIKM, 2021)

Augmenting Ontology Alignment by Semantic Embedding and Distant Supervision. - Jiaoyan Chen 001; Ernesto Jiménez-Ruiz; Ian Horrocks 001; Denvar Antonyrajah; Ali Hadian 001; Jaehun Lee (ESWC, 2021)

Ontology Clustering with OWL2Vec. - Ashley Ritchie; Jiaoyan Chen 001; Leyla Jael Castro; Dietrich Rebholz-Schuhmann; Ernesto Jiménez-Ruiz (DeepOntoNLP/X-SENTIMENT@ESWC, 2021)

Knowledge-aware Zero-Shot Learning: Survey and Perspective. - Jiaoyan Chen 001; Yuxia Geng; Zhuo Chen 007; Ian Horrocks 001; Jeff Z. Pan; Huajun Chen (IJCAI, 2021)

Unsupervised Knowledge Graph Alignment by Probabilistic Reasoning and Semantic Embedding. - Zhiyuan Qi; Ziheng Zhang; Jiaoyan Chen 001; Xi Chen 003; Yuejia Xiang; Ningyu Zhang 001; Yefeng Zheng 001 (IJCAI, 2021)

Zero-Shot Visual Question Answering Using Knowledge Graph. - Zhuo Chen 007; Jiaoyan Chen 001; Yuxia Geng; Jeff Z. Pan; Zonggang Yuan; Huajun Chen (ISWC, 2021)

Results of SemTab 2021. - Vincenzo Cutrona; Jiaoyan Chen 001; Vasilis Efthymiou; Oktie Hassanzadeh; Ernesto Jiménez-Ruiz; Juan Sequeda; Kavitha Srinivas; Nora Abdelmageed; Madelon Hulsebos; Daniela Oliveira 002; Catia Pesquita (SemTab@ISWC, 2021)

Biomedical ontology alignment with BERT. - Yuan He 008; Jiaoyan Chen 001; Denvar Antonyrajah; Ian Horrocks 001 (OM@ISWC, 2021)

OntoZSL: Ontology-enhanced Zero-shot Learning. - Yuxia Geng; Jiaoyan Chen 001; Zhuo Chen 007; Jeff Z. Pan; Zhiquan Ye; Zonggang Yuan; Yantao Jia; Huajun Chen (WWW, 2021)

K-ZSL: Resources for Knowledge-driven Zero-shot Learning. - Yuxia Geng; Jiaoyan Chen 001; Zhuo Chen 007; Jeff Z. Pan; Zonggang Yuan; Huajun Chen (CoRR, 2021)

Low-resource Learning with Knowledge Graphs: A Comprehensive Survey. - Jiaoyan Chen 001; Yuxia Geng; Zhuo Chen 007; Jeff Z. Pan; Yuan He 008; Wen Zhang 015; Ian Horrocks 001; Huajun Chen (CoRR, 2021)

OWL2Vec*: embedding of OWL ontologies. - Jiaoyan Chen 001; Pan Hu 001; Ernesto Jiménez-Ruiz; Ole Magnus Holter; Denvar Antonyrajah; Ian Horrocks 001 (Mach. Learn., 2021)

Explainable zero-shot learning via attentive graph convolutional network and knowledge graphs. - Yuxia Geng; Jiaoyan Chen 001; Zhiquan Ye; Zonggang Yuan; Wei Zhang 127; Huajun Chen (Semantic Web, 2021)

Knowledge graph embeddings for dealing with concept drift in machine learning. - Jiaoyan Chen 001; Freddy Lécué; Jeff Z. Pan; Shumin Deng; Huajun Chen (J. Web Semant., 2021)

Embeddings of Gene Ontology (GO) using OWL2Vec. - Ashley Ritchie; Jiaoyan Chen 001; Leyla Jael Castro; Dietrich Rebholz-Schuhmann; Ernesto Jiménez-Ruiz (Zenodo, 2021)

BERTMap: A BERT-Based Ontology Alignment System. - Yuan He 008; Jiaoyan Chen 001; Denvar Antonyrajah; Ian Horrocks 001 (AAAI, 2022)

LaKo: Knowledge-driven Visual Question Answering via Late Knowledge-to-Text Injection. - Zhuo Chen 007; Yufeng Huang; Jiaoyan Chen 001; Yuxia Geng; Yin Fang; Jeff Z. Pan; Ningyu Zhang 001; Wen Zhang 015 (IJCKG, 2022)

Disentangled Ontology Embedding for Zero-shot Learning. - Yuxia Geng; Jiaoyan Chen 001; Wen Zhang 015; Yajing Xu; Zhuo Chen 007; Jeff Z. Pan; Yufeng Huang; Feiyu Xiong; Huajun Chen (KDD, 2022)

UoR-NCL at SemEval-2022 Task 3: Fine-Tuning the BERT-Based Models for Validating Taxonomic Relations. - Thanet Markchom; Huizhi Liang; Jiaoyan Chen 001 (SemEval@NAACL, 2022)

Results of SemTab 2022. - Nora Abdelmageed; Jiaoyan Chen 001; Vincenzo Cutrona; Vasilis Efthymiou; Oktie Hassanzadeh; Madelon Hulsebos; Ernesto Jiménez-Ruiz; Juan Sequeda; Kavitha Srinivas (SemTab@ISWC, 2022)

Machine Learning-Friendly Biomedical Datasets for Equivalence and Subsumption Ontology Matching. - Yuan He 008; Jiaoyan Chen 001; Hang Dong 002; Ernesto Jiménez-Ruiz; Ali Hadian 001; Ian Horrocks 001 (ISWC, 2022)

Results of the Ontology Alignment Evaluation Initiative 2022. - Mina Abd Nikooie Pour; Alsayed Algergawy; Patrice Buche; Leyla Jael Castro; Jiaoyan Chen 001; Hang Dong 002; Omaima Fallatah; Daniel Faria; Irini Fundulaki; Sven Hertling; Yuan He 008; Ian Horrocks 001; et al. (OM@ISWC, 2022)

Contextual Semantic Embeddings for Ontology Subsumption Prediction. - Jiaoyan Chen 001; Yuan He 008; Ernesto Jiménez-Ruiz; Hang Dong 002; Ian Horrocks 001 (CoRR, 2022)

Automated Clinical Coding: What, Why, and Where We Are? - Hang Dong 002; Matús Falis; William Whiteley; Beatrice Alex; Shaoxiong Ji; Jiaoyan Chen 001; Honghan Wu (CoRR, 2022)

Ontology-Based and Weakly Supervised Rare Disease Phenotyping from Clinical Notes. - Hang Dong 002; Víctor Suárez-Paniagua; Huayu Zhang; Minhong Wang 002; Arlene Casey; Emma M. Davidson; Jiaoyan Chen 001; Beatrice Alex; William Whiteley; Honghan Wu (CoRR, 2022)

DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning. - Zhuo Chen 007; Yufeng Huang; Jiaoyan Chen 001; Yuxia Geng; Wen Zhang 015; Yin Fang; Jeff Z. Pan; Wenting Song; Huajun Chen (CoRR, 2022)

Aspect-based Sentiment Classification with Sequential Cross-modal Semantic Graph. - Yufeng Huang; Zhuo Chen 007; Wen Zhang 015; Jiaoyan Chen 001; Jeff Z. Pan; Zhen Yao 001; Yujie Xie; Huajun Chen (CoRR, 2022)

Understanding Adverse Biological Effect Predictions Using Knowledge Graphs. - Erik Bryhn Myklebust; Ernesto Jiménez-Ruiz; Jiaoyan Chen 001; Raoul Wolf; Knut Erik Tollefsen (CoRR, 2022)

Low-resource Personal Attribute Prediction from Conversation. - Yinan Liu 001; Hu Chen; Wei Shen 004; Jiaoyan Chen 001 (CoRR, 2022)

MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid. - Zhuo Chen 007; Jiaoyan Chen 001; Wen Zhang 015; Lingbing Guo; Yin Fang; Yufeng Huang; Yuxia Geng; Jeff Z. Pan; Wenting Song; Huajun Chen (CoRR, 2022)

Automated clinical coding: what, why, and where we are? - Hang Dong 002; Matús Falis; William Whiteley; Beatrice Alex; Joshua Matterson; Shaoxiong Ji; Jiaoyan Chen 001; Honghan Wu (npj Digit. Medicine, 2022)

Prediction of adverse biological effects of chemicals using knowledge graph embeddings. - Erik B. Myklebust; Ernesto Jiménez-Ruiz; Jiaoyan Chen 001; Raoul Wolf; Knut Erik Tollefsen (Semantic Web, 2022)

Improving OpenStreetMap missing building detection using few-shot transfer learning in sub-Saharan Africa. - Hao Li 019; Benjamin Herfort; Sven Lautenbach; Jiaoyan Chen 001; Alexander Zipf (Trans. GIS, 2022)

Machine Learning-Friendly Biomedical Datasets for Equivalence and Subsumption Ontology Matching. - Yuan He 008; Jiaoyan Chen 001; Hang Dong 002; Ernesto Jiménez-Ruiz; Ali Hadian 001; Ian Horrocks 001 (Zenodo, 2022)

Machine Learning-Friendly Biomedical Datasets for Equivalence and Subsumption Ontology Matching. - Yuan He 008; Jiaoyan Chen 001; Hang Dong 002; Ernesto Jiménez-Ruiz; Ali Hadian 001; Ian Horrocks 001 (Zenodo, 2022)

DUET: Cross-Modal Semantic Grounding for Contrastive Zero-Shot Learning. - Zhuo Chen 007; Yufeng Huang; Jiaoyan Chen 001; Yuxia Geng; Wen Zhang 015; Yin Fang; Jeff Z. Pan; Huajun Chen (AAAI, 2023)

Low-Resource Personal Attribute Prediction from Conversations. - Yinan Liu 001; Hu Chen; Wei Shen 004; Jiaoyan Chen 001 (AAAI, 2023)

Language Model Analysis for Ontology Subsumption Inference. - Yuan He 008; Jiaoyan Chen 001; Ernesto Jiménez-Ruiz; Hang Dong 002; Ian Horrocks 001 (ACL (Findings), 2023)

Trigger-Argument based Explanation for Event Detection. - Yong Guan; Jiaoyan Chen 001; Freddy Lécué; Jeff Z. Pan; Juanzi Li; Ru Li 001 (ACL (Findings), 2023)

Class Lifelong Learning for Intent Detection via Structure Consolidation Networks. - Qingbin Liu; Yanchao Hao; Xiaolong Liu; Bo Li; Dianbo Sui; Shizhu He; Kang Liu 001; Jun Zhao 001; Xi Chen 003; Ningyu Zhang 001; Jiaoyan Chen 001 (ACL (Findings), 2023)

Ontology Enrichment from Texts: A Biomedical Dataset for Concept Discovery and Placement. - Hang Dong 002; Jiaoyan Chen 001; Yuan He 008; Ian Horrocks 001 (CIKM, 2023)

Reveal the Unknown: Out-of-Knowledge-Base Mention Discovery with Entity Linking. - Hang Dong 002; Jiaoyan Chen 001; Yuan He 008; Yinan Liu 001; Ian Horrocks 001 (CIKM, 2023)

Novel Relation Detection: Discovering Unknown Relation Types via Multi-Strategy Self-Supervised Learning. - Qingbin Liu; Yin Kung; Yanchao Hao; Dianbo Sui; Siyuan Cheng 008; Xi Chen 003; Ningyu Zhang 001; Jiaoyan Chen 001 (EMNLP (Findings), 2023)

Subsumption Prediction for E-Commerce Taxonomies. - Jingchuan Shi; Jiaoyan Chen 001; Hang Dong 002; Ishita Khan; Lizzie Liang; Qunzhi Zhou; Zhe Wu; Ian Horrocks 001 (ESWC, 2023)

Target-Oriented Sentiment Classification with Sequential Cross-Modal Semantic Graph. - Yufeng Huang; Zhuo Chen 007; Jiaoyan Chen 001; Jeff Z. Pan; Zhen Yao 001; Wen Zhang 015 (ICANN (4), 2023)

Vision, Deduction and Alignment: An Empirical Study on Multi-Modal Knowledge Graph Alignment. - Yangning Li; Jiaoyan Chen 001; Yinghui Li; Yuejia Xiang; Xi Chen 003; Hai-Tao Zheng 002 (ICASSP, 2023)

Construction and Applications of Billion-Scale Pre-Trained Multimodal Business Knowledge Graph. - Shumin Deng; Chengming Wang; Zhoubo Li; Ningyu Zhang 001; Zelin Dai; Hehong Chen; Feiyu Xiong; Ming Yan 008; Qiang Chen; Mosha Chen; Jiaoyan Chen 001; Jeff Z. Pan; et al. (ICDE, 2023)

Relational Message Passing for Fully Inductive Knowledge Graph Completion. - Yuxia Geng; Jiaoyan Chen 001; Jeff Z. Pan; Mingyang Chen; Song Jiang; Wen Zhang 015; Huajun Chen (ICDE, 2023)

MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid. - Zhuo Chen 007; Jiaoyan Chen 001; Wen Zhang 015; Lingbing Guo; Yin Fang; Yufeng Huang; Yichi Zhang 009; Yuxia Geng; Jeff Z. Pan; Wenting Song; Huajun Chen (ACM Multimedia, 2023)

Results of the Ontology Alignment Evaluation Initiative 2023. - Mina Abd Nikooie Pour; Alsayed Algergawy; Patrice Buche; Leyla Jael Castro; Jiaoyan Chen 001; Adrien Coulet; Julien Cufi; Hang Dong 002; Omaima Fallatah; Daniel Faria; Irini Fundulaki; Sven Hertling; et al. (OM@ISWC, 2023)

Exploring Large Language Models for Ontology Alignment. - Yuan He 008; Jiaoyan Chen 001; Hang Dong 002; Ian Horrocks 001 (ISWC (Posters/Demos/Industry), 2023)

Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment. - Zhuo Chen 007; Lingbing Guo; Yin Fang; Yichi Zhang 009; Jiaoyan Chen 001; Jeff Z. Pan; Yangning Li; Huajun Chen; Wen Zhang 015 (ISWC, 2023)

Results of SemTab 2023. - Oktie Hassanzadeh; Nora Abdelmageed; Vasilis Efthymiou; Jiaoyan Chen 001; Vincenzo Cutrona; Madelon Hulsebos; Ernesto Jiménez-Ruiz; Aamod Khatiwada; Keti Korini; Benno Kruit; Juan Sequeda; Kavitha Srinivas (SemTab@ISWC, 2023)

Box2EL: Concept and Role Box Embeddings for the Description Logic EL++. - Mathias Jackermeier; Jiaoyan Chen 001; Ian Horrocks 001 (CoRR, 2023)

Knowledge-augmented Few-shot Visual Relation Detection. - Tianyu Yu 002; Yangning Li; Jiaoyan Chen 001; Yinghui Li; Hai-Tao Zheng 002; Xi Chen 003; Qingbin Liu; Wenqiang Liu; Dongxiao Huang; Bei Wu; Yexin Wang (CoRR, 2023)

Revisit and Outstrip Entity Alignment: A Perspective of Generative Models. - Lingbing Guo; Zhuo Chen 007; Jiaoyan Chen 001; Huajun Chen (CoRR, 2023)

An assertion and alignment correction framework for large scale knowledge bases. - Jiaoyan Chen 001; Ernesto Jiménez-Ruiz; Ian Horrocks 001; Xi Chen 003; Erik Bryhn Myklebust (Semantic Web, 2023)

Knowledge Graphs for the Life Sciences: Recent Developments, Challenges and Opportunities. - Jiaoyan Chen 001; Hang Dong 002; Janna Hastings; Ernesto Jiménez-Ruiz; Vanessa López; Pierre Monnin; Catia Pesquita; Petr Skoda 001; Valentina Tamma (TGDK, 2023)

Large Language Models and Knowledge Graphs: Opportunities and Challenges. - Jeff Z. Pan; Simon Razniewski; Jan-Christoph Kalo; Sneha Singhania; Jiaoyan Chen 001; Stefan Dietze; Hajira Jabeen; Janna Omeliyanenko; Wen Zhang 015; Matteo Lissandrini; Russa Biswas; Gerard de Melo; et al. (TGDK, 2023)

Benchmarking knowledge-driven zero-shot learning. - Yuxia Geng; Jiaoyan Chen 001; Xiang Zhuang; Zhuo Chen 007; Jeff Z. Pan; Juan Li 010; Zonggang Yuan; Huajun Chen (J. Web Semant., 2023)

OntoLAMA: LAnguage Model Analysis for Ontology Subsumption Inference. - Yuan He 008; Jiaoyan Chen 001; Ernesto Jiménez-Ruiz; Hang Dong 002; Ian Horrocks 001 (Zenodo, 2023)

Ontology Enrichment from Texts (OET): A Biomedical Dataset for Concept Discovery and Placement. - Hang Dong 002; Jiaoyan Chen 001; Yuan He 008; Ian Horrocks 001 (Zenodo, 2023)

Ontology Enrichment from Texts (OET): A Biomedical Dataset for Concept Discovery and Placement. - Hang Dong 002; Jiaoyan Chen 001; Yuan He 008; Ian Horrocks 001 (Zenodo, 2023)

Zero-Shot and Few-Shot Learning With Knowledge Graphs: A Comprehensive Survey. - Jiaoyan Chen 001; Yuxia Geng; Zhuo Chen 007; Jeff Z. Pan; Yuan He 008; Wen Zhang 015; Ian Horrocks 001; Huajun Chen (Proc. IEEE, 2023)

Bio-ML: Machine Learning-Friendly Biomedical Datasets for Equivalence and Subsumption Ontology Matching. - Yuan He 008; Jiaoyan Chen 001; Hang Dong 002; Ernesto Jiménez-Ruiz; Ali Hadian 001; Ian Horrocks 001 (Zenodo, 2023)

Ontology Enrichment from Texts (OET): A Biomedical Dataset for Concept Discovery and Placement. - Hang Dong 002; Jiaoyan Chen 001; Yuan He 008; Ian Horrocks 001 (Zenodo, 2023)

Datasets for Out-of-KB Mention Discovery with Entity Linking. - Hang Dong 002; Jiaoyan Chen 001; Yuan He 008; Yinan Liu 001; Ian Horrocks 001 (Zenodo, 2023)

Contextual semantic embeddings for ontology subsumption prediction. - Jiaoyan Chen 001; Yuan He 008; Yuxia Geng; Ernesto Jiménez-Ruiz; Hang Dong 002; Ian Horrocks 001 (World Wide Web (WWW), 2023)

An empirical study of pre-trained language models in simple knowledge graph question answering. - Nan Hu; Yike Wu; Guilin Qi; Dehai Min; Jiaoyan Chen 001; Jeff Z. Pan; Zafar Ali (World Wide Web (WWW), 2023)

Embracing ambiguity: Improving similarity-oriented tasks with contextual synonym knowledge. - Yangning Li; Jiaoyan Chen 001; Yinghui Li; Tianyu Yu 002; Xi Chen 003; Hai-Tao Zheng 002 (Neurocomputing, 2023)

Ontology Enrichment from Texts (OET): A Biomedical Dataset for Concept Discovery and Placement. - Hang Dong 002; Jiaoyan Chen 001; Yuan He 008; Ian Horrocks 001 (Zenodo, 2023)

Ontology-driven and weakly supervised rare disease identification from clinical notes. - Hang Dong 002; Víctor Suárez-Paniagua; Huayu Zhang; Minhong Wang 002; Arlene Casey; Emma M. Davidson; Jiaoyan Chen 001; Beatrice Alex; William Whiteley; Honghan Wu (BMC Medical Informatics Decis. Mak., 2023)

Knowledge-Aware Neuron Interpretation for Scene Classification. - Yong Guan; Freddy Lécué; Jiaoyan Chen 001; Ru Li 001; Jeff Z. Pan (AAAI, 2024)

TacoERE: Cluster-aware Compression for Event Relation Extraction. - Yong Guan; Xiaozhi Wang; Lei Hou 001; Juanzi Li; Jeff Z. Pan; Jiaoyan Chen 001; Freddy Lécué (LREC/COLING, 2024)

DET: A Dual-Encoding Transformer for Relational Graph Embedding. - Lingbing Guo; Zhuo Chen 007; Jiaoyan Chen 001; Qiang Zhang 026; Huajun Chen (LREC/COLING, 2024)

Ontology Text Alignment: Aligning Textual Content to Terminological Axioms. - Jieying Chen 001; Hang Dong 002; Jiaoyan Chen 001; Ian Horrocks 001 (ECAI, 2024)

CoTKR: Chain-of-Thought Enhanced Knowledge Rewriting for Complex Knowledge Graph Question Answering. - Yike Wu; Yi Huang; Nan Hu; Yuncheng Hua; Guilin Qi; Jiaoyan Chen 001; Jeff Z. Pan (EMNLP, 2024)

A Language Model Based Framework for New Concept Placement in Ontologies. - Hang Dong 002; Jiaoyan Chen 001; Yuan He 008; Yongsheng Gao 005; Ian Horrocks 001 (ESWC (1), 2024)

Knowledge Graph Reasoning with Logics and Embeddings: Survey and Perspective. - Wen Zhang 015; Jiaoyan Chen 001; Juan Li 010; Zezhong Xu; Jeff Z. Pan; Huajun Chen (ICKG, 2024)

Revisit and Outstrip Entity Alignment: A Perspective of Generative Models. - Lingbing Guo; Zhuo Chen 007; Jiaoyan Chen 001; Yin Fang; Wen Zhang 015; Huajun Chen (ICLR, 2024)

OWL2Vec4OA: Tailoring Knowledge Graph Embeddings for Ontology Alignment. - Sevinj Teymurova; Ernesto Jiménez-Ruiz; Tillman Weyde; Jiaoyan Chen 001 (KGSWC, 2024)

Exploring the Impact of Table-to-Text Methods on Augmenting LLM-based Question Answering with Domain Hybrid Data. - Dehai Min; Nan Hu; Rihui Jin; Nuo Lin; Jiaoyan Chen 001; Yongrui Chen 002; Yu Li 021; Guilin Qi; Yun Li; Nijun Li; Qianren Wang (NAACL (Industry Track), 2024)

MKGL: Mastery of a Three-Word Language. - Lingbing Guo; Zhongpu Bo; Zhuo Chen 007; Yichi Zhang 009; Jiaoyan Chen 001; Yarong Lan; Mengshu Sun; Zhiqiang Zhang 012; Yangyifei Luo; Qian Li 033; Qiang Zhang 026; Wen Zhang 015; et al. (NeurIPS, 2024)

Language Models as Hierarchy Encoders. - Yuan He 008; Moy Yuan; Jiaoyan Chen 001; Ian Horrocks 001 (NeurIPS, 2024)

Results of the Ontology Alignment Evaluation Initiative 2024. - Mina Abd Nikooie Pour; Alsayed Algergawy; Eva Blomqvist; Patrice Buche; Jiaoyan Chen 001; Adrien Coulet; Julien Cufi; Hang Dong 002; Daniel Faria; Lucas Ferraz; Pedro Giesteira Cotovio; Yuan He 008; et al. (OM@ISWC, 2024)

Towards Tailoring Ontology Embeddings for Ontology Matching Tasks. - Sevinj Teymurova; Ernesto Jiménez-Ruiz; Tillman Weyde; Jiaoyan Chen 001 (OM@ISWC, 2024)

Untargeted Adversarial Attack on Knowledge Graph Embeddings. - Tianzhe Zhao; Jiaoyan Chen 001; Yanchi Ru; Qika Lin; Yuxia Geng; Jun Liu 002 (SIGIR, 2024)

Dual Box Embeddings for the Description Logic EL++. - Mathias Jackermeier; Jiaoyan Chen 001; Ian Horrocks 001 (WWW, 2024)

Taxonomy Completion via Implicit Concept Insertion. - Jingchuan Shi; Hang Dong 002; Jiaoyan Chen 001; Zhe Wu; Ian Horrocks 001 (WWW, 2024)

Language Models as Hierarchy Encoders. - Yuan He 008; Zhangdie Yuan; Jiaoyan Chen 001; Ian Horrocks 001 (CoRR, 2024)

Benchmarking Large Language Models in Complex Question Answering Attribution using Knowledge Graphs. - Nan Hu; Jiaoyan Chen 001; Yike Wu; Guilin Qi; Sheng Bi; Tongtong Wu; Jeff Z. Pan (CoRR, 2024)

Embedding Ontologies via Incorporating Extensional and Intensional Knowledge. - Keyu Wang; Guilin Qi; Jiaoyan Chen 001; Tianxing Wu 001 (CoRR, 2024)

Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey. - Zhuo Chen 007; Yichi Zhang 009; Yin Fang; Yuxia Geng; Lingbing Guo; Xiang Chen 016; Qian Li 033; Wen Zhang 015; Jiaoyan Chen 001; Yushan Zhu; Jiaqi Li; Xiaoze Liu; et al. (CoRR, 2024)

The Power of Noise: Toward a Unified Multi-modal Knowledge Graph Representation Framework. - Zhuo Chen 007; Yin Fang; Yichi Zhang 009; Lingbing Guo; Jiaoyan Chen 001; Huajun Chen; Wen Zhang 015 (CoRR, 2024)

HGT: Leveraging Heterogeneous Graph-enhanced Large Language Models for Few-shot Complex Table Understanding. - Rihui Jin; Yu Li 021; Guilin Qi; Nan Hu; Yuan-Fang Li; Jiaoyan Chen 001; Jianan Wang; Yongrui Chen 002; Dehai Min (CoRR, 2024)

Cross-composition Feature Disentanglement for Compositional Zero-shot Learning. - Yuxia Geng; Runkai Zhu; Jiaoyan Chen 001; Jintai Chen; Zhuo Chen 007; Xiang Chen 016; Can Xu; Yuxiang Wang 001; Xiaoliang Xu (CoRR, 2024)

Atomic Fact Decomposition Helps Attributed Question Answering. - Zhichao Yan; Jiapu Wang; Jiaoyan Chen 001; Xiaoli Li 001; Ru Li 001; Jeff Z. Pan (CoRR, 2024)

MINTQA: A Multi-Hop Question Answering Benchmark for Evaluating LLMs on New and Tail Knowledge. - Jie He 004; Nan Hu; Wanqiu Long; Jiaoyan Chen 001; Jeff Z. Pan (CoRR, 2024)

Embedding Ontologies via Incorporating Extensional and Intensional Knowledge. - Keyu Wang; Guilin Qi; Jiaoyan Chen 001; Yi Huang; Tianxing Wu 001 (Data Intell., 2024)

Distributed representations of entities in open-world knowledge graphs. - Lingbing Guo; Zhuo Chen 007; Jiaoyan Chen 001; Yichi Zhang 009; Zequn Sun; Zhongpu Bo; Yin Fang; Xiaoze Liu; Huajun Chen; Wen Zhang 015 (Knowl. Based Syst., 2024)

DeepOnto: A Python package for ontology engineering with deep learning. - Yuan He 008; Jiaoyan Chen 001; Hang Dong 002; Ian Horrocks 001; Carlo Allocca; Taehun Kim; Brahmananda Sapkota (Semantic Web, 2024)

Neural axiom network for knowledge graph reasoning. - Juan Li 010; Xiangnan Chen; Hongtao Yu; Jiaoyan Chen 001; Wen Zhang 015 (Semantic Web, 2024)

Datasets for the Hierarchy Transformer Encoders (HiTs). - Yuan He 008; Zhangdie Yuan; Jiaoyan Chen 001; Ian Horrocks 001 (Zenodo, 2024)

Dataset Discovery and Exploration: A Survey. - Norman W. Paton; Jiaoyan Chen 001; Zhenyu Wu (ACM Comput. Surv., 2024)

Bio-ML: Machine Learning-Friendly Biomedical Datasets for Equivalence and Subsumption Ontology Matching. - Yuan He 008; Jiaoyan Chen 001; Hang Dong 002; Ernesto Jiménez-Ruiz; Ali Hadian 001; Ian Horrocks 001 (Zenodo, 2024)

Datasets for the Hierarchy Transformer Encoders (HiTs). - Yuan He 008; Zhangdie Yuan; Jiaoyan Chen 001; Ian Horrocks 001 (Zenodo, 2024)

Start From Zero: Triple Set Prediction for Automatic Knowledge Graph Completion. - Wen Zhang 015; Yajing Xu; Peng Ye 007; Zhiwei Huang; Zezhong Xu; Jiaoyan Chen 001; Jeff Z. Pan; Huajun Chen (IEEE Trans. Knowl. Data Eng., 2024)

HeGTa: Leveraging Heterogeneous Graph-enhanced Large Language Models for Few-shot Complex Table Understanding. - Rihui Jin; Yu Li 021; Guilin Qi; Nan Hu; Yuan-Fang Li; Jiaoyan Chen 001; Jianan Wang; Yongrui Chen 002; Dehai Min; Sheng Bi (AAAI, 2025)

TrustUQA: A Trustful Framework for Unified Structured Data Question Answering. - Wen Zhang 015; Long Jin; Yushan Zhu; Jiaoyan Chen 001; Zhiwei Huang; Junjie Wang; Yin Hua; Lei Liang 002; Huajun Chen (AAAI, 2025)

Graph-guided Cross-composition Feature Disentanglement for Compositional Zero-shot Learning. - Yuxia Geng; Runkai Zhu; Jiaoyan Chen 001; Jintai Chen; Xiang Chen 016; Zhuo Chen 007; Shuofei Qiao; Yuxiang Wang 001; Xiaoliang Xu; Sheng-Jun Huang (ACL (Findings), 2025)

Can LLMs Evaluate Complex Attribution in QA? Automatic Benchmarking using Knowledge Graphs. - Nan Hu; Jiaoyan Chen 001; Yike Wu; Guilin Qi; Hongru Wang 003; Sheng Bi; Yongrui Chen 002; Tongtong Wu; Jeff Z. Pan (ACL (1), 2025)

Noise-powered Multi-modal Knowledge Graph Representation Framework. - Zhuo Chen 007; Yin Fang; Yichi Zhang 009; Lingbing Guo; Jiaoyan Chen 001; Jeff Z. Pan; Huajun Chen; Wen Zhang 015 (COLING, 2025)

Taxonomy Inference for Tabular Data Using Large Language Models. - Zhenyu Wu; Jiaoyan Chen 001; Norman W. Paton (ESWC (1), 2025)

Rethinking Continual Knowledge Graph Embedding: Benchmarks and Analysis. - Tianzhe Zhao; Jiaoyan Chen 001; Yanchi Ru; Qika Lin; Yuxia Geng; Haiping Zhu; Yudai Pan; Jun Liu 002 (SIGIR, 2025)

Prompting disentangled embeddings for knowledge graph completion with pre-trained language model. - Yuxia Geng; Jiaoyan Chen 001; Yuhang Zeng; Zhuo Chen 007; Wen Zhang 015; Jeff Z. Pan; Yuxiang Wang 001; Xiaoliang Xu (Expert Syst. Appl., 2025)

Knowledge Graphs for Multi-modal Learning: Survey and Perspective. - Zhuo Chen 007; Yichi Zhang 009; Yin Fang; Yuxia Geng; Lingbing Guo; Jiaoyan Chen 001; Xiaoze Liu; Jeff Z. Pan; Ningyu Zhang 001; Huajun Chen; Wen Zhang 015 (Inf. Fusion, 2025)

Supposedly Equivalent Facts That Aren't? Entity Frequency in Pre-training Induces Asymmetry in LLMs. - Yuan He 008; Bailan He; Zifeng Ding; Alisia Maria Lupidi; Yuqicheng Zhu; Shuo Chen 014; Caiqi Zhang; Jiaoyan Chen 001; Yunpu Ma; Volker Tresp; Ian Horrocks 001 (CoRR, 2025)

Evaluating Knowledge Graph Based Retrieval Augmented Generation Methods under Knowledge Incompleteness. - Dongzhuoran Zhou; Yuqicheng Zhu; Yuan He 008; Jiaoyan Chen 001; Evgeny Kharlamov; Steffen Staab (CoRR, 2025)

Multi-modal Knowledge Graph Generation with Semantics-enriched Prompts. - Yajing Xu; Zhiqiang Liu; Jiaoyan Chen 001; Mingchen Tu; Zhuo Chen 007; Jeff Z. Pan; Yichi Zhang 009; Yushan Zhu; Wen Zhang 015; Huajun Chen (CoRR, 2025)

RAG Safety: Exploring Knowledge Poisoning Attacks to Retrieval-Augmented Generation. - Tianzhe Zhao; Jiaoyan Chen 001; Yanchi Ru; Haiping Zhu; Nan Hu; Jun Liu 002; Qika Lin (CoRR, 2025)

Language Models as Ontology Encoders. - Hui Yang; Jiaoyan Chen 001; Yuan He 008; Yongsheng Gao 005; Ian Horrocks 001 (CoRR, 2025)

Ontology Embedding: A Survey of Methods, Applications and Resources. - Jiaoyan Chen 001; Olga Mashkova; Fernando Zhapa-Camacho; Robert Hoehndorf; Yuan He 008; Ian Horrocks 001 (IEEE Trans. Knowl. Data Eng., 2025)

Prompting Large Language Models with Partial Knowledge for Answering Questions with Unseen Entities. - Zhichao Yan; Jiapu Wang; Jiaoyan Chen 001; Yanyan Wang; Hongye Tan; Jiye Liang; Xiaoli Li 001; Ru Li 001; Jeff Z. Pan (CoRR, 2025)

What Breaks Knowledge Graph based RAG? Empirical Insights into Reasoning under Incomplete Knowledge. - Dongzhuoran Zhou; Yuqicheng Zhu; Xiaxia Wang 001; Hongkuan Zhou; Yuan He 008; Jiaoyan Chen 001; Steffen Staab; Evgeny Kharlamov (CoRR, 2025)