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Relational Message Passing for Fully Inductive Knowledge Graph Completion


Oct 08, 2022
Yuxia Geng, Jiaoyan Chen, Wen Zhang, Jeff Z. Pan, Mingyang Chen, Huajun Chen, Song Jiang

* under review 

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Construction and Applications of Open Business Knowledge Graph


Sep 30, 2022
Shumin Deng, Hui Chen, Zhoubo Li, Feiyu Xiong, Qiang Chen, Mosha Chen, Xiangwen Liu, Jiaoyan Chen, Jeff Z. Pan, Huajun Chen, Ningyu Zhang

* Work in Progress 

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Task-specific Pre-training and Prompt Decomposition for Knowledge Graph Population with Language Models


Aug 31, 2022
Tianyi Li, Wenyu Huang, Nikos Papasarantopoulos, Pavlos Vougiouklis, Jeff Z. Pan

* To appear in ISWC 2022 

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UnCommonSense: Informative Negative Knowledge about Everyday Concepts


Aug 22, 2022
Hiba Arnaout, Simon Razniewski, Gerhard Weikum, Jeff Z. Pan


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Aspect-based Sentiment Classification with Sequential Cross-modal Semantic Graph


Aug 19, 2022
Yufeng Huang, Zhuo Chen, Wen Zhang, Jiaoyan Chen, Jeff Z. Pan, Zhen Yao, Yujie Xie, Huajun Chen

* Work in progress 

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DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning


Jul 04, 2022
Zhuo Chen, Yufeng Huang, Jiaoyan Chen, Yuxia Geng, Wen Zhang, Yin Fang, Jeff Z. Pan, Wenting Song, Huajun Chen

* Work in progress 

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Disentangled Ontology Embedding for Zero-shot Learning


Jun 08, 2022
Yuxia Geng, Jiaoyan Chen, Wen Zhang, Yajing Xu, Zhuo Chen, Jeff Z. Pan, Yufeng Huang, Feiyu Xiong, Huajun Chen

* Accepted by KDD'22 

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Type-aware Embeddings for Multi-Hop Reasoning over Knowledge Graphs


May 02, 2022
Zhiwei Hu, Víctor Gutiérrez-Basulto, Zhiliang Xiang, Xiaoli Li, Ru Li, Jeff Z. Pan

* Accepted to IJCAI-ECAI 2022 

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Knowledge Extraction in Low-Resource Scenarios: Survey and Perspective


Feb 16, 2022
Shumin Deng, Ningyu Zhang, Hui Chen, Feiyu Xiong, Jeff Z. Pan, Huajun Chen

* Work in Progress 

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Knowledge Graph Reasoning with Logics and Embeddings: Survey and Perspective


Feb 15, 2022
Wen Zhang, Jiaoyan Chen, Juan Li, Zezhong Xu, Jeff Z. Pan, Huajun Chen

* This is a survey of Knowledge Graph Reasoning with Logics and Embeddings. We discuss methods from diverse perspectives 

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