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Shuangjia Zheng

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Incorporating Retrieval-based Causal Learning with Information Bottlenecks for Interpretable Graph Neural Networks

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Feb 07, 2024
Jiahua Rao, Jiancong Xie, Hanjing Lin, Shuangjia Zheng, Zhen Wang, Yuedong Yang

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Effective Protein-Protein Interaction Exploration with PPIretrieval

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Feb 06, 2024
Chenqing Hua, Connor Coley, Guy Wolf, Doina Precup, Shuangjia Zheng

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Mixup-Augmented Meta-Learning for Sample-Efficient Fine-Tuning of Protein Simulators

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Sep 07, 2023
Jingbang Chen, Yian Wang, Xingwei Qu, Shuangjia Zheng, Yaodong Yang, Hao Dong, Jie Fu

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

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

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Molecular Attributes Transfer from Non-Parallel Data

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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

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

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Learning Attributed Graph Representations with Communicative Message Passing Transformer

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

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

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

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Quantitative Evaluation of Explainable Graph Neural Networks for Molecular Property Prediction

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

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BioNavi-NP: Biosynthesis Navigator for Natural Products

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

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