ML Anthology
Authors
Search
About
Dong, Ziyi
5 publications
ICML
2025
Are High-Quality AI-Generated Images More Difficult for Models to Detect?
Yao Xiao
,
Binbin Yang
,
Weiyan Chen
,
Jiahao Chen
,
Zijie Cao
,
Ziyi Dong
,
Xiangyang Ji
,
Liang Lin
,
Wei Ke
,
Pengxu Wei
ICCV
2025
Can We Achieve Efficient Diffusion Without Self-Attention? Distilling Self-Attention into Convolutions
Ziyi Dong
,
Chengxing Zhou
,
Weijian Deng
,
Pengxu Wei
,
Xiangyang Ji
,
Liang Lin
NeurIPS
2025
Delving into Cascaded Instability: A Lipschitz Continuity View on Image Restoration and Object Detection Synergy
Qing Zhao
,
Weijian Deng
,
Pengxu Wei
,
ZiYi Dong
,
Hannan Lu
,
Xiangyang Ji
,
Liang Lin
ICLR
2025
Towards Understanding the Robustness of Diffusion-Based Purification: A Stochastic Perspective
Yiming Liu
,
Kezhao Liu
,
Yao Xiao
,
ZiYi Dong
,
Xiaogang Xu
,
Pengxu Wei
,
Liang Lin
ECCV
2022
Adversarially-Aware Robust Object Detector
Ziyi Dong
,
Pengxu Wei
,
Liang Lin