Wenlong Deng

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Open to Collaboration and Internship

My name is Deng Wenlong (邓文龙), I am a Ph.D. student in the Electrical and Computer Engineering department at the University of British Columbia, co-supervised by Prof. Xiaoxiao Li and Prof. Christos Thrampoulidis. I am broadly interested in machine learning and its application in healthcare and recommendation systems.

Previously: From 2020-2022, I worked at TikTok as a machine learning engineer. I firstly focus on enhancing the video search engine. Later on, I transitioned to refining the advertisement recommendation system. I obtained my master’s degree in Electrical Engineering at EPFL in 2019, where I was fortunated been supervised by Prof. Alexandre Alahi on stereo vision. I received my bachelor’s degree in Electronic and Information Engineering (Honors) at UESTC in 2017.

news

selected publications

  1. Fairness
    Content Conditional Debiasing for Fair Text Embedding
    Wenlong Deng, Blair Chen , Xiaoxiao Li , and 1 more author
    under review at ACL, 2024
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    Unlocking the Potential of Prompt-Tuning in Bridging Generalized and Personalized Federated Learning
    Wenlong Deng, Christos Thrampoulidis , and Xiaoxiao Li
    The IEEE Conference on Computer Vision and Pattern Recognition, 2024
  3. Fairness
    On Fairness of Medical Image Classification with Multiple Sensitive Attributes via Learning Orthogonal Representations
    Wenlong Deng, Yuan Zhong , Qi Dou , and 1 more author
    In IPMI(Accept rate 25%) , 2023
  4. ezgif.com-gif-maker.gif
    Joint Human Pose Estimation and Stereo 3D Localization
    Wenlong Deng, Lorenzo Bertoni , Sven Kreiss , and 1 more author
    In 2020 IEEE International Conference on Robotics and Automation , 2020