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Huajun Chen

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Unleashing the Power of Transformer for Graphs

Feb 18, 2022
Lingbing Guo, Qiang Zhang, Huajun Chen

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Knowledge-informed Molecular Learning: A Survey on Paradigm Transfer

Feb 17, 2022
Yin Fang, Qiang Zhang, Zhuo Chen, Xiaohui Fan, Huajun Chen

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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

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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

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From Discrimination to Generation: Knowledge Graph Completion with Generative Transformer

Feb 08, 2022
Xin Xie, Ningyu Zhang, Zhoubo Li, Shumin Deng, Hui Chen, Feiyu Xiong, Mosha Chen, Huajun Chen

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Prompt-Guided Injection of Conformation to Pre-trained Protein Model

Feb 07, 2022
Qiang Zhang, Zeyuan Wang, Yuqiang Han, Haoran Yu, Xurui Jin, Huajun Chen

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Ontology-enhanced Prompt-tuning for Few-shot Learning

Jan 27, 2022
Hongbin Ye, Ningyu Zhang, Shumin Deng, Xiang Chen, Hui Chen, Feiyu Xiong, Xi Chen, Huajun Chen

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DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population

Jan 24, 2022
Ningyu Zhang, Xin Xu, Liankuan Tao, Haiyang Yu, Hongbin Ye, Xin Xie, Xiang Chen, Zhoubo Li, Lei Li, Xiaozhuan Liang, Yunzhi Yao, Shumin Deng, Wen Zhang, Zhenru Zhang, Chuanqi Tan, Fei Huang, Guozhou Zheng, Huajun Chen

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OntoProtein: Protein Pretraining With Gene Ontology Embedding

Jan 23, 2022
Ningyu Zhang, Zhen Bi, Xiaozhuan Liang, Siyuan Cheng, Haosen Hong, Shumin Deng, Jiazhang Lian, Qiang Zhang, Huajun Chen

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Kformer: Knowledge Injection in Transformer Feed-Forward Layers

Jan 15, 2022
Yunzhi Yao, Shaohan Huang, Ningyu Zhang, Li Dong, Furu Wei, Huajun Chen

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