Publications

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