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  1. No Access

    Chapter and Conference Paper

    Aligning Internal Regularity and External Influence of Multi-granularity for Temporal Knowledge Graph Embedding

    Representation learning for the Temporal Knowledge Graphs (TKGs) is an emerging topic in the knowledge reasoning community. Existing methods consider the internal and external influence at either element level...

    Tingyi Zhang, Zhixu Li, Jiaan Wang… in Database Systems for Advanced Applications (2022)

  2. No Access

    Chapter and Conference Paper

    TRHyTE: Temporal Knowledge Graph Embedding Based on Temporal-Relational Hyperplanes

    Temporal Knowledge Graph Embedding (TKGE) aims at encoding evolving facts with high-dimensional vectorial representations. Although a representative hyperplane-based TKGE approach, namely HyTE, has achieved re...

    Lin Yuan, Zhixu Li, Jianfeng Qu, Tingyi Zhang… in Database Systems for Advanced Applications (2022)

  3. No Access

    Chapter and Conference Paper

    Multi-modal Chorus Recognition for Improving Song Search

    We discuss a novel task, Chorus Recognition, which could potentially benefit downstream tasks such as song search and music summarization. Different from the existing tasks such as music summarization or lyric...

    Jiaan Wang, Zhixu Li, Binbin Gu… in Artificial Neural Networks and Machine Lea… (2021)