Dong, Ziyi

6 publications

ICLR 2026 Unveiling Perceptual Artifacts: A Fine-Grained Benchmark for Interpretable AI-Generated Image Detection Yao Xiao, Weiyan Chen, Jiahao Chen, Zijie Cao, Weijian Deng, Binbin Yang, ZiYi Dong, Xiangyang Ji, Wei Ke, Pengxu Wei, Liang Lin

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