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Weirui Ye
Slow down and do the best better.

About Me

I am a Ph.D student in Institute for Interdisciplinary Information Science (IIIS) at Tsinghua University, advised by Prof. Yang Gao. I received my bachelor degree from the School of Software in Tsinghua University, under the supervision of Prof. Mingsheng Long and Prof. Feng Xu .

My interest lies in the intersection between computer vision and planning in reinforcement learning. Specifically, I mainly study the model-based reinforcement learning, especially for the vision-based environments.

Publications

    Spending Thinking Time Wisely:
    Accelerating MCTS with Virtual Expansions

    Weirui Ye, Pieter Abbeel, Yang Gao
    NeurIPS 2022

     



    Planning for Sample Efficient Imitation Learning
    Zhao-Heng Yin, Weirui Ye, Qifeng Chen, Yang Gao
    NeurIPS 2022

     



    Mastering Atari Games with Limited Data
    Weirui Ye, Shaohuai Liu, Thanard Kurutach, Pieter Abbeel, Yang Gao
    NeurIPS 2021   [Website]   [Arxiv]   [PDF]   [Code]

     



    Simultaneous Learning of Pivots and Representations for
    Cross-domain Sentiment Classification

    Liang Li, Weirui Ye, Mingsheng Long, Yateng Tang, Jin Xu, Jianmin Wang
    AAAI 2020   [PDF]

     



    Transferable Attention for Domain Adaptation
    Ximei Wang, Liang Li, Weirui Ye, Mingsheng Long, Jianmin Wang
    AAAI 2019   [PDF]

     

Experiences

Ph.D. Student
2020 - Present
Second Bachelor of Economics
Bachelor of Engineering