Publications

A selection of my published papers.

2022

  1. Is Attention All NeRF Needs?
    T, Mukund Varma, Wang, Peihao,  Chen, Xuxi, Chen, Tianlong, Venugopalan, Subhashini, and Wang, Zhangyang
    2022
  2. More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 using Sparsity
    Liu, Shiwei, Chen, Tianlong, Chen, Xiaohan,  Chen, Xuxi, Xiao, Qiao, Wu, Boqian, Pechenizkiy, Mykola, Mocanu, Decebal, and Wang, Zhangyang
    arXiv preprint arXiv:2207.03620 2022
  3. Scalable Learning to Optimize: A Learned Optimizer Can Train Big Models
    Chen, Xuxi, Chen, Tianlong, Cheng, Yu, Chen, Weizhu, Awadallah, Ahmed, and Wang, Zhangyang
    European Conference on Computer Vision 2022
  4. DnA: Improving Few-shot Transfer Learning with Low-Rank Decomposition and Alignment
    Jiang, Ziyu, Chen, Tianlong,  Chen, Xuxi, Cheng, Yu, Zhuo, Luowei, Yuan, Lu, Awadallah, Ahmed, and Wang, Zhangyang
    European Conference on Computer Vision 2022
  5. Coarsening the granularity: Towards structurally sparse lottery tickets
    Chen, Tianlong,  Chen, Xuxi, Ma, Xiaolong, Wang, Yanzhi, and Wang, Zhangyang
    International Conference on Machine Learning 2022

2021

  1. DSEE: Dually Sparsity-embedded Efficient Tuning of Pre-trained Language Models
    Chen, Xuxi, Chen, Tianlong, Cheng, Yu, Chen, Weizhu, Wang, Zhangyang, and Awadallah, Ahmed Hassan
    arXiv preprint arXiv:2111.00160 2021
  2. 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
  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. Efficient lottery ticket finding: Less data is more
    Zhang, Zhenyu,  Chen, Xuxi, Chen, Tianlong, and Wang, Zhangyang
    In International Conference on Machine Learning 2021
  5. 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

2020

  1. GANs Can Play Lottery Tickets Too
    Chen, Xuxi, Zhang, Zhenyu, Sui, Yongduo, and Chen, Tianlong
    In International Conference on Learning Representations 2020
  2. 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