| OWL2Vec*: embedding of OWL ontologies J Chen, P Hu, E Jimenez-Ruiz, OM Holter, D Antonyrajah, I Horrocks Machine Learning 110 (7), 1813-1845, 2021 | 271 | 2021 |
| Iteratively Learning Embeddings and Rules for Knowledge Graph Reasoning W Zhang, B Paudel, L Wang, J Chen, H Zhu, W Zhang, A Bernstein, ... THE WEB CONFERENCE (WWW) 2019, 2019 | 260 | 2019 |
| Knowledge-driven stock trend prediction and explanation via temporal convolutional network S Deng, N Zhang, W Zhang, J Chen, JZ Pan, H Chen Companion proceedings of the 2019 world wide web conference, 678-685, 2019 | 249 | 2019 |
| Large language models and knowledge graphs: Opportunities and challenges JZ Pan, S Razniewski, JC Kalo, S Singhania, J Chen, S Dietze, H Jabeen, ... arXiv preprint arXiv:2308.06374, 2023 | 246 | 2023 |
| ColNet: Embedding the Semantics of Web Tables for Column Type Prediction J Chen, E Jimenez-Ruiz, I Horrocks, C Sutton Thirty-Third AAAI Conference on Artificial Intelligence, 2019 | 171 | 2019 |
| BERTMap: A BERT-based Ontology Alignment System Y He, J Chen, D Antonyrajah, I Horrocks AAAI 2022, 2022 | 154 | 2022 |
| SemTab 2019: Resources to Benchmark Tabular Data to Knowledge Graph Matching Systems E Jimenez-Ruiz, O Hassanzadeh, V Efthymiou, J Chen, K Srinivas European Semantic Web Conference, 2020 | 154 | 2020 |
| Automated clinical coding: what, why, and where we are? H Dong, M Falis, W Whiteley, B Alex, J Matterson, S Ji, J Chen, H Wu NPJ digital medicine 5 (1), 159, 2022 | 140 | 2022 |
| Knowledge graphs meet multi-modal learning: A comprehensive survey Z Chen, Y Zhang, Y Fang, Y Geng, L Guo, X Chen, Q Li, W Zhang, J Chen, ... arXiv preprint arXiv:2402.05391, 2024 | 117 | 2024 |
| OntoZSL: Ontology-enhanced Zero-shot Learning Y Geng, J Chen, Z Chen, JZ Pan, Z Ye, Z Yuan, Y Jia, H Chen The Web Conference (WWW) 2021, 2021 | 111 | 2021 |
| Zero-shot and Few-shot Learning with Knowledge Graphs: A Comprehensive Survey J Chen, Y Geng, Z Chen, JZ Pan, Y He, W Zhang, I Horrocks, H Chen Proceedings of the IEEE 111, 653-685, 2023 | 106* | 2023 |
| Zero-shot text classification via reinforced self-training Z Ye, Y Geng, J Chen, J Chen, X Xu, SH Zheng, F Wang, J Zhang, ... Proceedings of the 58th annual meeting of the association for computational …, 2020 | 103 | 2020 |
| DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning Z Chen, Y Huang, J Chen, Y Geng, W Zhang, Y Fang, JZ Pan, W Song, ... AAAI 2023, 2023 | 98 | 2023 |
| Zero-shot visual question answering using knowledge graph Z Chen, J Chen, Y Geng, JZ Pan, Z Yuan, H Chen International semantic web conference, 146-162, 2021 | 98 | 2021 |
| Results of the ontology alignment evaluation initiative 2022 MAN Pour, A Algergawy, P Buche, LJ Castro, J Chen, H Dong, O Fallatah, ... 17th International Workshop on Ontology Matching (OM 2022), 2022 | 96 | 2022 |
| Knowledge-aware Zero-Shot Learning: Survey and Perspective J Chen, Y Geng, Z Chen, I Horrocks, JZ Pan, H Chen IJCAI 2021 Survey Track, 2021 | 95 | 2021 |
| Semantic Framework of Internet of Things for Smart Cities: Case Studies N Zhang, H Chen, X Chen, J Chen Sensors 16, 1501, 2016 | 91 | 2016 |
| Meaformer: Multi-modal entity alignment transformer for meta modality hybrid Z Chen, J Chen, W Zhang, L Guo, Y Fang, Y Huang, Y Geng, JZ Pan, ... ACM Multimedia, 2023 | 88 | 2023 |
| Relational message passing for fully inductive knowledge graph completion Y Geng, J Chen, JZ Pan, M Chen, S Jiang, W Zhang, H Chen 2023 IEEE 39th International Conference on Data Engineering (ICDE), 1221-1233, 2023 | 87 | 2023 |
| Relation adversarial network for low resource knowledge graph completion N Zhang, S Deng, Z Sun, J Chen, W Zhang, H Chen Proceedings of the web conference 2020, 1-12, 2020 | 87 | 2020 |
Jeff Z. PanProfessor of Knowledge Computing, University of EdinburghVerified email at ed.ac.uk
