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Knowledge Distillation of Attention and Residual U-Net: Transfer from Deep to Shallow Models for Medical Image Classification

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  1. Article

    Open Access

    TW-SIR: time-window based SIR for COVID-19 forecasts

    Since the outbreak of COVID-19, many COVID-19 research studies have proposed different models for predicting the trend of COVID-19. Among them, the prediction model based on mathematical epidemiology (SIR) is ...

    Zhifang Liao, Peng Lan, Zhining Liao, Yan Zhang, Shengzong Liu in Scientific Reports (2020)

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  2. Article

    Open Access

    Core-reviewer recommendation based on Pull Request topic model and collaborator social network

    Pull Request (PR) is a major contributor to external developers of open-source projects in GitHub. PR reviewing is an important part of open-source software developments to ensure the quality of project. Recom...

    Zhifang Liao, ZeXuan Wu, Yanbing Li, Yan Zhang, ** Fan, **song Wu in Soft Computing (2020)

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  3. Chapter and Conference Paper

    Min-Forest: Fast Reachability Indexing Approach for Large-Scale Graphs on Spark Platform

    Reachability query is an important graph operation in graph database which answers whether a vertex can reach another vertex through a path over the graph, and it is also fundamental to real applications invol...

    Liu Yang, Tongyong Liu, Zhigang Hu, Zhifang Liao, Jun Long in Web Services – ICWS 2018 (2018)

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