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Newton-Cotes Graph Neural Networks: On the Time Evolution of Dynamic Systems


May 24, 2023
Lingbing Guo, Weiqing Wang, Zhuo Chen, Ningyu Zhang, Zequn Sun, Yixuan Lai, Qiang Zhang, Huajun Chen

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* Under review 

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Deep Active Alignment of Knowledge Graph Entities and Schemata


Apr 19, 2023
Jiacheng Huang, Zequn Sun, Qijin Chen, Xiaozhou Xu, Weijun Ren, Wei Hu

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* Accepted in the ACM SIGMOD/PODS International Conference on Management of Data (SIGMOD 2023) 

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Lifelong Embedding Learning and Transfer for Growing Knowledge Graphs


Nov 29, 2022
Yuanning Cui, Yuxin Wang, Zequn Sun, Wenqiang Liu, Yiqiao Jiang, Kexin Han, Wei Hu

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* Accepted in the 37th AAAI Conference on Artificial Intelligence (AAAI 2023) 

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EventEA: Benchmarking Entity Alignment for Event-centric Knowledge Graphs


Nov 05, 2022
Xiaobin Tian, Zequn Sun, Guangyao Li, Wei Hu

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* submitted to ISWC 2022 

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I Know What You Do Not Know: Knowledge Graph Embedding via Co-distillation Learning


Aug 28, 2022
Yang Liu, Zequn Sun, Guangyao Li, Wei Hu

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* Accepted in the 31st ACM International Conference on Information and Knowledge Management (CIKM 2022) 

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Large-scale Entity Alignment via Knowledge Graph Merging, Partitioning and Embedding


Aug 23, 2022
Kexuan Xin, Zequn Sun, Wen Hua, Wei Hu, Jianfeng Qu, Xiaofang Zhou

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* Accepted by CIKM 2022 

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Inductive Knowledge Graph Reasoning for Multi-batch Emerging Entities


Aug 22, 2022
Yuanning Cui, Yuxin Wang, Zequn Sun, Wenqiang Liu, Yiqiao Jiang, Kexin Han, Wei Hu

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* Accepted in the 31st ACM International Conference on Information and Knowledge Management (CIKM 2022) 

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$μ\text{KG}$: A Library for Multi-source Knowledge Graph Embeddings and Applications


Jul 28, 2022
Xindi Luo, Zequn Sun, Wei Hu

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* Accepted in the 21th International Semantic Web Conference (ISWC 2022) 

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Facing Changes: Continual Entity Alignment for Growing Knowledge Graphs


Jul 23, 2022
Yuxin Wang, Yuanning Cui, Wenqiang Liu, Zequn Sun, Yiqiao Jiang, Kexin Han, Wei Hu

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* Accepted in the 21th International Semantic Web Conference (ISWC 2022) 

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