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Embracing Changes for Responsive Video-sharing Services (2024–2027)

Abstract:
Video-sharing platforms are a critical information channel for the public. Increasing scale and shifts in user base, with Generation Z now as the dominant user, have resulted in an unprecedented amount of ubiquitous changes in the content and users of these platforms which greatly challenges the responsiveness and quality of the services provided. This project aims to design innovative algorithms to effectively predict and leverage changes, optimise the value of changes, and extract insights from changes for diverse downstream applications of video-sharing platforms. The expected outcomes will create new-generation representation learning techniques, and provide practical tools to amplify the socioeconomic values of video-sharing platforms.
Grant type:
ARC Discovery Projects
Researchers:

  • Professor Helen Huang

    Professor
    School of Electrical Engineering and Computer Science
    Faculty of Engineering, Architecture and Information Technology

  • Dr Rocky Chen

    ARC DECRA
    School of Electrical Engineering and Computer Science
    Faculty of Engineering, Architecture and Information Technology

  • Dr Yadan Luo

    Lecturer
    School of Electrical Engineering and Computer Science
    Faculty of Engineering, Architecture and Information Technology

  • Associate Professor Sen Wang

    Associate Professor
    School of Electrical Engineering and Computer Science
    Faculty of Engineering, Architecture and Information Technology

  • Professor Shazia Sadiq

    Professor
    School of Electrical Engineering and Computer Science
    Faculty of Engineering, Architecture and Information Technology
Funded by:
Australian Research Council