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Jeff Z. Pan
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Publications
- 2024
- [c233]Yong Guan, Freddy Lécué, Jiaoyan Chen, Ru Li, Jeff Z. Pan:
Knowledge-Aware Neuron Interpretation for Scene Classification. AAAI 2024: 1950-1958 - [i45]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) - [i44]Yong Guan, Freddy Lécué, Jiaoyan Chen, Ru Li, Jeff Z. Pan:
Knowledge-Aware Neuron Interpretation for Scene Classification. CoRR abs/2401.15820 (2024) - [i43]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) - 2023
- [j50]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) - [j49]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) - [j47]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) - [j46]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) - [c231]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 - [c228]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 - [c220]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 - [c219]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 - [c214]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 - [c212]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 - [i36]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) - [i34]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) - [i33]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) - [i28]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
- [c205]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 - [c202]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 - [i27]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) - [i24]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) - [i23]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) - [i22]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) - [i20]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) - [i18]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) - [i17]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) - [i15]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
- [j40]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) - [c196]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 - [c193]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 - [c191]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 - [i14]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) - [i13]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) - [i12]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) - [i11]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) - [i9]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
- [c189]Jiaoyan Chen, Freddy Lécué, Yuxia Geng, Jeff Z. Pan, Huajun Chen:
Ontology-guided Semantic Composition for Zero-shot Learning. KR 2020: 850-854 - [p14]Freddy Lécué, Jiaoyan Chen, Jeff Z. Pan, Huajun Chen:
Knowledge-Based Explanations for Transfer Learning. Knowledge Graphs for eXplainable Artificial Intelligence 2020: 180-195 - [i8]Jiaoyan Chen, Freddy Lécué, Yuxia Geng, Jeff Z. Pan, Huajun Chen:
Ontology-guided Semantic Composition for Zero-Shot Learning. CoRR abs/2006.16917 (2020) - 2019
- [c185]Freddy Lécué, Jiaoyan Chen, Jeff Z. Pan, Huajun Chen:
Augmenting Transfer Learning with Semantic Reasoning. IJCAI 2019: 1779-1785 - [c177]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 - [i6]Freddy Lécué, Jiaoyan Chen, Jeff Z. Pan, Huajun Chen:
Augmenting Transfer Learning with Semantic Reasoning. CoRR abs/1905.13672 (2019) - 2018
- [c176]Shumin Deng, Jeff Z. Pan, Jiaoyan Chen, Huajun Chen:
Deep Learning for Knowledge-Driven Ontology Stream Prediction. CCKS 2018: 52-64 - [c170]Jiaoyan Chen, Freddy Lécué, Jeff Z. Pan, Ian Horrocks, Huajun Chen:
Knowledge-Based Transfer Learning Explanation. KR 2018: 349-358 - [i4]Jiaoyan Chen, Freddy Lécué, Jeff Z. Pan, Ian Horrocks, Huajun Chen:
Knowledge-based Transfer Learning Explanation. CoRR abs/1807.08372 (2018) - 2017
- [j32]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) - [c166]Jiaoyan Chen, Freddy Lécué, Jeff Z. Pan, Huajun Chen:
Learning from Ontology Streams with Semantic Concept Drift. IJCAI 2017: 957-963 - [i3]Freddy Lécué, Jiaoyan Chen, Jeff Z. Pan, Huajun Chen:
Learning from Ontology Streams with Semantic Concept Drift. CoRR abs/1704.07466 (2017) - 2016
- [c162]Jiaoyan Chen, Huajun Chen, Jeff Z. Pan:
Semantic Reasoning for Smog Disaster Analysis. Description Logics 2016 - 2015
- [c154]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 - 2014
- [c128]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
- [c124]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
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