Jaewon Yang

Posts by Jaewon Yang

  • an-example-for-using-the-member-connection-graph-for-a-job-recommendation-task

    Performance-Adaptive Sampling Strategy (PASS) for GNNs: Open sourcing PASS

    March 7, 2022

    Co-authors: Jaewon Yang, Minji Yoon, Sufeng Niu, Dash Shi, and Qi He Graphs are a universal way to represent relationships among entities. Social graphs represent how people interact with each other, professional graphs represent how people collaborate, and so on. Graph Neural Networks (GNNs) are deep learning models that are specialized for understanding graphs...

  • diagram-of-training-with-self-supervision

    Completing a member knowledge graph with Graph Neural Networks

    December 1, 2021

    Co-authors: Jaewon Yang, Jiatong Chen, and Yanen Li Introduction LinkedIn members are able to enrich their profiles with information about themselves, like professional history, education, skills, and so on. From members’ inputs, we use AI models to extract their profile attributes or profile entities. This process is called Standardization and Knowledge Graph...