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    Chapter and Conference Paper

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

    With the widespread application of deep learning in medical image analysis, its capacity to handle high-dimensional and complex medical images has been widely recognized. However, high-accuracy deep learning m...

    Zhifang Liao, Quanxing Dong, Yifan Ge in Pattern Recognition and Computer Vision (2024)

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    Chapter and Conference Paper

    Construction Method of Knowledge Base for Power Grid-Aided Decision Based on Knowledge Graph

    Smart grid has become an important direction for the development of the current power industry, and risk management is an important research content of the smart grid. However, the current solutions to power f...

    Ying Chen, Zhifang Liao, Bin Chen, Hui Shi in Recent Developments in Intelligent Computi… (2021)

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    Chapter and Conference Paper

    A Recommendation of Crowdsourcing Workers Based on Multi-community Collaboration

    Currently there are problems such as fuzzy workers’ characteristics and complex human relations existing on many crowdsourcing platforms, which lead to the difficulty in the recommendation of workers to compl...

    Zhifang Liao, **n Xu, Peng Lan, Jun Long, Yan Zhang in Service-Oriented Computing (2019)

  4. 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)