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Jiaoyan Chen
- > Home > Persons > Jiaoyan Chen
Publications
- 2024
- [i64]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) - [i61]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) - 2023
- [j31]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) - [j27]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) - [c85]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 - [c73]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 - [c72]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 - [c71]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 - [c67]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 - [i53]Lingbing Guo, Zhuo Chen, Jiaoyan Chen, Huajun Chen:
Revisit and Outstrip Entity Alignment: A Perspective of Generative Models. CoRR abs/2305.14651 (2023) - [i50]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) - 2022
- [c64]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 - [i45]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) - [i40]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) - [i39]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]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) - [i36]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) - [i35]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) - [i31]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
- [j20]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) - [j19]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) - [c54]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 - [c51]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 - [c50]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 - [i30]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) - [i29]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) - [i25]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) - [i24]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) - [i21]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
- [c49]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 - [c48]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 - [c44]Jiaoyan Chen, Freddy Lécué, Yuxia Geng, Jeff Z. Pan, Huajun Chen:
Ontology-guided Semantic Composition for Zero-shot Learning. KR 2020: 850-854 - [c41]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 - [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 - [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) - 2019
- [c37]Freddy Lécué, Jiaoyan Chen, Jeff Z. Pan, Huajun Chen:
Augmenting Transfer Learning with Semantic Reasoning. IJCAI 2019: 1779-1785 - [c31]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 - [c30]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 - [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) - [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) - [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
- [j14]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) - [c29]Shumin Deng, Jeff Z. Pan, Jiaoyan Chen, Huajun Chen:
Deep Learning for Knowledge-Driven Ontology Stream Prediction. CCKS 2018: 52-64 - [c28]Jiaoyan Chen, Freddy Lécué, Jeff Z. Pan, Ian Horrocks, Huajun Chen:
Knowledge-Based Transfer Learning Explanation. KR 2018: 349-358 - [i3]Jiaoyan Chen, Freddy Lécué, Jeff Z. Pan, Ian Horrocks, Huajun Chen:
Knowledge-based Transfer Learning Explanation. CoRR abs/1807.08372 (2018) - 2017
- [j13]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) - [c27]Jiaoyan Chen, Shumin Deng, Huajun Chen:
CrowdGeoKG: Crowdsourced Geo-Knowledge Graph. CCKS 2017: 165-172 - [c26]Jiaoyan Chen, Freddy Lécué, Jeff Z. Pan, Huajun Chen:
Learning from Ontology Streams with Semantic Concept Drift. IJCAI 2017: 957-963 - [i1]Freddy Lécué, Jiaoyan Chen, Jeff Z. Pan, Huajun Chen:
Learning from Ontology Streams with Semantic Concept Drift. CoRR abs/1704.07466 (2017) - 2016
- [j11]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) - [j10]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) - [j9]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) - [j8]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) - [j7]Ningyu Zhang, Huajun Chen, Xi Chen, Jiaoyan Chen:
Semantic Framework of Internet of Things for Smart Cities: Case Studies. Sensors 16(9): 1501 (2016) - [c23]Jiaoyan Chen, Huajun Chen, Jeff Z. Pan:
Semantic Reasoning for Smog Disaster Analysis. Description Logics 2016 - 2015
- [c21]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 - [c20]Ming Wu, Huajun Chen, Jiaoyan Chen:
Satellite Data Science: A Case Study for Smog Disaster Prediction from Multiple Satellite Observations. ICDS 2015: 58-61 - [c19]Yalin Zhou, Jiaoyan Chen, Huajun Chen:
Observing Social Web for Smog Disaster Forecasting. WebSci 2015: 66:1-66:2 - 2014
- [j3]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) - [j2]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) - [c18]Ningyu Zhang, Guozhou Zheng, Huajun Chen, Xi Chen, Jiaoyan Chen:
Monitoring Urban Waterlogging Disaster Using Social Sensors. CSWS 2014: 227-236 - [c13]Ningyu Zhang, Guozhou Zheng, Huajun Chen, Jiaoyan Chen, Xi Chen:
HBaseSpatial: A Scalable Spatial Data Storage Based on HBase. TrustCom 2014: 644-651 - [c12]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
- [c11]Xi Chen, Huajun Chen, Ningyu Zhang, Jiaoyan Chen, Zhaohui Wu:
OWL reasoning over big biomedical data. IEEE BigData 2013: 29-36 - [c10]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 - [c9]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 - [c6]Jiaoyan Chen, Guozhou Zheng, Huajun Chen:
ELM-MapReduce: MapReduce accelerated extreme learning machine for big spatial data analysis. ICCA 2013: 400-405
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last updated on 2024-05-09 23:57 CEST by the dblp team
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