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 },
    }

2022

  • Reverse Engineering of Imperceptible Adversarial Image Perturbations
    Yifan Gong, Yuguang Yao, Yize Li, Yimeng Zhang, Xiaoming Liu, Xue Lin, Sijia Liu
    In Proceeding of The International Conference on Learning Representations (ICLR 2022), Virtual, Apr. 2022
    Bibtex | PDF
  • @inproceedings{ reverse-engineering-of-imperceptible-adversarial-image-perturbations,
      author = { Yifan Gong and Yuguang Yao and Yize Li and Yimeng Zhang and Xiaoming Liu and Xue Lin and Sijia Liu },
      title = { Reverse Engineering of Imperceptible Adversarial Image Perturbations },
      booktitle = { In Proceeding of The International Conference on Learning Representations },
      address = { Virtual },
      month = { April },
      year = { 2022 },
    }

2012

  • Spatio-Temporal Phrases for Activity Recognition
    Yimeng Zhang, Xiaoming Liu, Ming-Ching Chang, Weina Ge, Tsuhan Chen
    Proc. European Conference on Computer Vision (ECCV 2012), Firenze, Italy, Oct. 2012
    Bibtex | PDF
  • @inproceedings{ spatio-temporal-phrases-for-activity-recognition,
      author = { Yimeng Zhang and Xiaoming Liu and Ming-Ching Chang and Weina Ge and Tsuhan Chen },
      title = { Spatio-Temporal Phrases for Activity Recognition },
      booktitle = { Proc. European Conference on Computer Vision },
      address = { Firenze, Italy },
      month = { October },
      year = { 2012 },
    }
  • Group Context Learning for Event Recognition
    Yimeng Zhang, Weina Ge, Ming-Ching Chang, Xiaoming Liu
    Proc. IEEE Winter Conference on Application of Computer Vision (WACV 2012), Colorado, USA, Jan. 2012 (Oral presentation, acceptance rate 8%, Best Student Paper Award)
    Bibtex | PDF
  • @inproceedings{ group-context-learning-for-event-recognition,
      author = { Yimeng Zhang and Weina Ge and Ming-Ching Chang and Xiaoming Liu },
      title = { Group Context Learning for Event Recognition },
      booktitle = { Proc. IEEE Winter Conference on Application of Computer Vision },
      address = { Colorado, USA },
      month = { January },
      year = { 2012 },
    }