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Communicative Subgraph Representation Learning for Multi-Relational Inductive Drug-Gene Interaction Prediction


May 12, 2022
Jiahua Rao, Shuangjia Zheng, Sijie Mai, Yuedong Yang


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Molecular Attributes Transfer from Non-Parallel Data


Nov 30, 2021
Shuangjia Zheng, Ying Song, Zhang Pan, Chengtao Li, Le Song, Yuedong Yang


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Hybrid Contrastive Learning of Tri-Modal Representation for Multimodal Sentiment Analysis


Sep 04, 2021
Sijie Mai, Ying Zeng, Shuangjia Zheng, Haifeng Hu

* Under Review 

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Learning Attributed Graph Representations with Communicative Message Passing Transformer


Jul 28, 2021
Jianwen Chen, Shuangjia Zheng, Ying Song, Jiahua Rao, Yuedong Yang

* Accepted by IJCAI2021. 7 pages, 2 figures, 3 tables, 1 appendix 

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Subgraph-aware Few-Shot Inductive Link Prediction via Meta-Learning


Jul 26, 2021
Shuangjia Zheng, Sijie Mai, Ya Sun, Haifeng Hu, Yuedong Yang

* under review 

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Quantitative Evaluation of Explainable Graph Neural Networks for Molecular Property Prediction


Jul 12, 2021
Jiahua Rao, Shuangjia Zheng, Yuedong Yang


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BioNavi-NP: Biosynthesis Navigator for Natural Products


May 26, 2021
Shuangjia Zheng, Tao Zeng, Chengtao Li, Binghong Chen, Connor W. Coley, Yuedong Yang, Ruibo Wu

* 14 pages 

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Communicative Message Passing for Inductive Relation Reasoning


Dec 16, 2020
Sijie Mai, Shuangjia Zheng, Yuedong Yang, Haifeng Hu

* Accepted by AAAI-2021 

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