Jeff Z. Pan

Most-cited papers

Exploiting Linked Data and Knowledge Graphs in Large Organisations
Jeff Z. Pan, G. Vetere, José Manuél Gómez-Pérez, Honghan Wu
2017231 citations
Semantic Scholar
Target-Aspect-Sentiment Joint Detection for Aspect-Based Sentiment Analysis
Hai Wan, Yufei Yang, Jian-Feng Du, Yanan Liu +2 more
2020AAAI Conference on Artificial Intelligence223 citations Open access
Semantic Scholar
Content Based Fake News Detection Using Knowledge Graphs
Jeff Z. Pan, Siyana Pavlova, Chen-Xin Li, Ningxi Li +2 more
2018International Workshop on the Semantic Web198 citations
Semantic Scholar
Knowledge-Driven Stock Trend Prediction and Explanation via Temporal Convolutional Network
Shumin Deng, Ningyu Zhang, Wen Zhang, Jiao-Yan Chen +2 more
2019The Web Conference197 citations Open access
Semantic Scholar
Large Language Models and Knowledge Graphs: Opportunities and Challenges
Jeff Z. Pan, Simon Razniewski, Jan-Christoph Kalo, Sneha Singhania +12 more
2023TGDK170 citations Open access
Semantic Scholar
DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning
Zhuo Chen, Yufen Huang, Jiao-Yan Chen, Yu-Xia Geng +5 more
2022AAAI Conference on Artificial Intelligence113 citations Open access
Semantic Scholar
MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
Zhuo Chen, Jiao-Yan Chen, Wen Zhang, Ling-Bing Guo +7 more
2022ACM Multimedia103 citations Open access
Semantic Scholar
OntoZSL: Ontology-enhanced Zero-shot Learning
Yu-Xia Geng, Jiao-Yan Chen, Zhuo Chen, Jeff Z. Pan +4 more
2021The Web Conference101 citations Open access
Semantic Scholar
Zero-Shot and Few-Shot Learning With Knowledge Graphs: A Comprehensive Survey
Jiao-Yan Chen, Yu-Xia Geng, Zhuo Chen, Jeff Z. Pan +4 more
2021Proceedings of the IEEE98 citations Open access
Semantic Scholar
Knowledge-aware Zero-Shot Learning: Survey and Perspective
Jiao-Yan Chen, Yu-Xia Geng, Zhuo Chen, Ian Horrocks +2 more
2021International Joint Conference on Artificial Intelligence94 citations Open access
Semantic Scholar
Zero-shot Visual Question Answering using Knowledge Graph
Zhuo Chen, Jiao-Yan Chen, Yu-Xia Geng, Jeff Z. Pan +2 more
2021International Workshop on the Semantic Web92 citations Open access
Semantic Scholar
Relational Message Passing for Fully Inductive Knowledge Graph Completion
Yu-Xia Geng, Jiao-Yan Chen, Jeff Z. Pan, Mingyang Chen +3 more
2022IEEE International Conference on Data Engineering72 citations Open access
Semantic Scholar
An empirical study of pre-trained language models in simple knowledge graph question answering
Nan Hu, Yike Wu, G. Qi, Dehai Min +3 more
2023World wide web (Bussum)65 citations Open access
Semantic Scholar
Commonsense Properties from Query Logs and Question Answering Forums
Julien Romero, Simon Razniewski, Koninika Pal, Jeff Z. Pan +2 more
2019International Conference on Information and Knowledge Management64 citations Open access
Semantic Scholar
Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment
Zhuo Chen, Ling-Bing Guo, Yin Fang, Yichi Zhang +5 more
2023International Workshop on the Semantic Web62 citations Open access
Semantic Scholar
Enterprise Knowledge Graph: An Introduction
José Manuél Gómez-Pérez, Jeff Z. Pan, G. Vetere, Honghan Wu
2017Exploiting Linked Data and Knowledge Graphs in Large Organisations60 citations
Semantic Scholar
LaKo: Knowledge-driven Visual Question Answering via Late Knowledge-to-Text Injection
Zhuo Chen, Yufen Huang, Jiao-Yan Chen, Yu-Xia Geng +4 more
2022IJCKG54 citations Open access
Semantic Scholar
Knowledge Graph Reasoning with Logics and Embeddings: Survey and Perspective
Wen Zhang, Jiao-Yan Chen, Juan Li, Zezhong Xu +2 more
20222024 IEEE International Conference on Knowledge Graph (ICKG)46 citations Open access
Semantic Scholar
A Semi-automated Ontology Construction for Legal Question Answering
Biralatei Fawei, Jeff Z. Pan, M. Kollingbaum, A. Wyner
2019New generation computing46 citations Open access
Semantic Scholar
Knowledge-based Transfer Learning Explanation
Jiao-Yan Chen, F. Lécué, Jeff Z. Pan, Ian Horrocks +1 more
2018International Conference on Principles of Knowledge Representation and Reasoning45 citations
Semantic Scholar
Type-aware Embeddings for Multi-Hop Reasoning over Knowledge Graphs
Zhiwei Hu, Víctor Gutiérrez-Basulto, Zhi-Liang Xiang, Xiaoli Li +2 more
2022International Joint Conference on Artificial Intelligence42 citations Open access
Semantic Scholar
Schema aware iterative Knowledge Graph completion
K. Wiharja, Jeff Z. Pan, M. Kollingbaum, Yu Deng
2020Journal of Web Semantics38 citations
Semantic Scholar
Generalizing to Unseen Elements: A Survey on Knowledge Extrapolation for Knowledge Graphs
Mingyang Chen, Wen Zhang, Yu-Xia Geng, Zezhong Xu +2 more
2023International Joint Conference on Artificial Intelligence36 citations Open access
Semantic Scholar
Construction and Applications of Billion-Scale Pre-Trained Multimodal Business Knowledge Graph
Shumin Deng, Cheng-Ming Wang, Zhou-Bo Li, Ningyu Zhang +10 more
2022IEEE International Conference on Data Engineering31 citations Open access
Semantic Scholar
A Methodology for a Criminal Law and Procedure Ontology for Legal Question Answering
Biralatei Fawei, Jeff Z. Pan, M. Kollingbaum, A. Wyner
2018Joint International Conference of Semantic Technology31 citations Open access
Semantic Scholar
Disentangled Ontology Embedding for Zero-shot Learning
Yu-Xia Geng, Jiao-Yan Chen, Wen Zhang, Ya-Jing Xu +5 more
2022Knowledge Discovery and Data Mining29 citations Open access
Semantic Scholar
Uncovering Implicit Inferences for Improved Relational Argument Mining
Ameer Hassan Saadat-Yazdi, Jeff Z. Pan, Nadin Kokciyan
2023Conference of the European Chapter of the Association for Computational Linguistics28 citations Open access
Semantic Scholar
DTN: Deep triple network for topic specific fake news detection
Jinshuo Liu, Chenyang Wang, Chen-Xin Li, Ningxi Li +2 more
2021Journal of Web Semantics27 citations
Semantic Scholar
Learning from Ontology Streams with Semantic Concept Drift
Jiao-Yan Chen, F. Lécué, Jeff Z. Pan, Huajun Chen
2017International Joint Conference on Artificial Intelligence27 citations Open access
Semantic Scholar
HyperFormer: Enhancing Entity and Relation Interaction for Hyper-Relational Knowledge Graph Completion
Zhiwei Hu, Víctor Gutiérrez-Basulto, Zhi-Liang Xiang, Ru Li +1 more
2023International Conference on Information and Knowledge Management26 citations Open access
Semantic Scholar
Transformer-based Entity Typing in Knowledge Graphs
Zhiwei Hu, Víctor Gutiérrez-Basulto, Zhi-Liang Xiang, Ru Li +1 more
2022Conference on Empirical Methods in Natural Language Processing26 citations Open access
Semantic Scholar
A survey of large-scale reasoning on the Web of data
G. Antoniou, Sotiris Batsakis, Raghava Mutharaju, Jeff Z. Pan +4 more
2018Knowledge engineering review (Print)24 citations Open access
Semantic Scholar
Negative Knowledge for Open-world Wikidata
Hiba Arnaout, Simon Razniewski, G. Weikum, Jeff Z. Pan
2021The Web Conference23 citations Open access
Semantic Scholar
FL-MSRE: A Few-Shot Learning based Approach to Multimodal Social Relation Extraction
Hai Wan, Manrong Zhang, Jian-Feng Du, Ziling Huang +2 more
2021AAAI Conference on Artificial Intelligence23 citations Open access
Semantic Scholar
A Knowledge-Guided Framework for Frame Identification
Xuefeng Su, Ru Li, Xiaoli Li, Jeff Z. Pan +3 more
2021Annual Meeting of the Association for Computational Linguistics22 citations Open access
Semantic Scholar
Benchmarking knowledge-driven zero-shot learning
Yu-Xia Geng, Jiao-Yan Chen, Xiang Zhuang, Zhuo Chen +4 more
2021Journal of Web Semantics22 citations Open access
Semantic Scholar
Entity Enabled Relation Linking
Jeff Z. Pan, Mei Zhang, Kuldeep Singh, F. V. Harmelen +2 more
2019International Workshop on the Semantic Web22 citations Open access
Semantic Scholar
Negative Statements Considered Useful
Hiba Arnaout, Simon Razniewski, G. Weikum, Jeff Z. Pan
2020Journal of Web Semantics21 citations Open access
Semantic Scholar
Computing Authoring Tests from Competency Questions: Experimental Validation
Matt Dennis, Kees van Deemter, Daniele Dell'Aglio, Jeff Z. Pan
2017International Workshop on the Semantic Web21 citations Open access
Semantic Scholar
Entity-Agnostic Representation Learning for Parameter-Efficient Knowledge Graph Embedding
Ming-Yang Chen, Wen Zhang, Zhen Yao, Yu-Shan Zhu +3 more
2023AAAI Conference on Artificial Intelligence18 citations Open access
Semantic Scholar
A divide and conquer framework for Knowledge Editing
Xiaoqi Han, Ru Li, Xiaoli Li, Jeff Z. Pan
2023Knowledge-Based Systems18 citations
Semantic Scholar
Knowledge graph embeddings for dealing with concept drift in machine learning
Jiao-Yan Chen, F. Lécué, Jeff Z. Pan, Shumin Deng +1 more
2021Journal of Web Semantics18 citations Open access
Semantic Scholar
PCSG: Pattern-Coverage Snippet Generation for RDF Datasets
Xiaxia Wang, Gong Cheng, Tengteng Lin, Jing Xu +3 more
2021International Workshop on the Semantic Web18 citations
Semantic Scholar
Ontology-guided Semantic Composition for Zero-Shot Learning
Jiao-Yan Chen, F. Lécué, Yu-Xia Geng, Jeff Z. Pan +1 more
2020International Conference on Principles of Knowledge Representation and Reasoning18 citations Open access
Semantic Scholar
Relevance Search over Schema-Rich Knowledge Graphs
Yu Gu, Tianshuo Zhou, Gong Cheng, Ziyang Li +2 more
2019Web Search and Data Mining18 citations
Semantic Scholar
UnCommonSense: Informative Negative Knowledge about Everyday Concepts
Hiba Arnaout, Simon Razniewski, G. Weikum, Jeff Z. Pan
2022International Conference on Information and Knowledge Management16 citations Open access
Semantic Scholar
Knowledge Graph Foundations
Boris Villazón-Terrazas, Nuria García-Santa, Yuan Ren, A. Faraotti +4 more
2017Exploiting Linked Data and Knowledge Graphs in Large Organisations16 citations
Semantic Scholar
Task-specific Pre-training and Prompt Decomposition for Knowledge Graph Population with Language Models
Tianyi Li, Wenyu Huang, Nikos Papasarantopoulos, P. Vougiouklis +1 more
2022LM-KBC@ISWC14 citations Open access
Semantic Scholar
Target-Oriented Sentiment Classification with Sequential Cross-Modal Semantic Graph
Yufen Huang, Zhuo Chen, Jiao-Yan Chen, Jeff Z. Pan +2 more
2022International Conference on Artificial Neural Networks14 citations
Semantic Scholar
Low-resource Learning with Knowledge Graphs: A Comprehensive Survey
Jiao-Yan Chen, Yu-Xia Geng, Zhuo Chen, Jeff Z. Pan +4 more
2021arXiv.org14 citations
Semantic Scholar