Publications

A selection of my published papers.

2021

  1. A unified lottery ticket hypothesis for graph neural networks
    Chen, Tianlong, Sui, Yongduo,  Chen, Xuxi, Zhang, Aston, and Wang, Zhangyang
    In International Conference on Machine Learning 2021
  2. Efficient lottery ticket finding: Less data is more
    Zhang, Zhenyu,  Chen, Xuxi, Chen, Tianlong, and Wang, Zhangyang
    In International Conference on Machine Learning 2021
  3. Sanity Checks for Lottery Tickets: Does Your Winning Ticket Really Win the Jackpot?
    Ma, Xiaolong, Yuan, Geng, Shen, Xuan, Chen, Tianlong,  Chen, Xuxi, Chen, Xiaohan, Liu, Ning, Qin, Minghai, Liu, Sijia, Wang, Zhangyang, and others,
    Advances in Neural Information Processing Systems 2021
  4. You are caught stealing my winning lottery ticket! Making a lottery ticket claim its ownership
    Chen, Xuxi, Chen, Tianlong, Zhang, Zhenyu, and Wang, Zhangyang
    Advances in Neural Information Processing Systems 2021

2020

  1. Self-pu: Self boosted and calibrated positive-unlabeled training
    Chen, Xuxi, Chen, Wuyang, Chen, Tianlong, Yuan, Ye, Gong, Chen, Chen, Kewei, and Wang, Zhangyang
    In International Conference on Machine Learning 2020
  2. GANs Can Play Lottery Tickets Too
    Chen, Xuxi, Zhang, Zhenyu, Sui, Yongduo, and Chen, Tianlong
    In International Conference on Learning Representations 2020