Projects

Publications

2024

  • UnlearnCanvas: A Stylized Image Dataset to Benchmark Machine Unlearning for Diffusion Models
    Yihua Zhang, Chongyu Fan, Yimeng Zhang, Yuguang Yao, Jinghan Jia, Jiancheng Liu, Gaoyuan Zhang, Gaowen Liu, Ramana Rao Kompella, Xiaoming Liu, Sijia Liu
    Proceeding of Thirty-eighth Conference on Neural Information Processing Systems (NeurIPS 2024), Vancouver, Canada, Dec. 2024
    Bibtex
  • @inproceedings{ unlearncanvas-a-stylized-image-dataset-to-benchmark-machine-unlearning-for-diffusion-models,
      author = { Yihua Zhang and Chongyu Fan and Yimeng Zhang and Yuguang Yao and Jinghan Jia and Jiancheng Liu and Gaoyuan Zhang and Gaowen Liu and Ramana Rao Kompella and Xiaoming Liu and Sijia Liu },
      title = { UnlearnCanvas: A Stylized Image Dataset to Benchmark Machine Unlearning for Diffusion Models },
      booktitle = { Proceeding of Thirty-eighth Conference on Neural Information Processing Systems },
      address = { Vancouver, Canada },
      month = { December },
      year = { 2024 },
    }