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Sijing Xie

4 accepted papers

2026

GlyphShield: Document Watermarking for the Physical World via Vector Typeface Synthesis

AAAI 2026technical

Document protection has become a critical issue for preventing unauthorized copying, distribution, and tampering. Document encryption is a proven solution, but it is not resistant to attacks from the physical world such as screenshots, printing and photographing. A common document protection techniq

Cited by 0SourcePDFScholar
2025

AD2T: Adversarial Distortion Domain Translation for Robust Watermarking against Non-differentiable Distortions

ICASSP 2025accepted

Deep watermarking models optimize robustness by incorporating distortions between the encoder and decoder. To tackle non-differentiable distortions, current methods only train the decoder with distorted images, which breaks the joint optimization of the encoder-decoder, resulting in suboptimal perfo…

Cited by 0SourceScholar
2025

Ultra-high Resolution Watermarking Framework Resistant to Extreme Cropping and Scaling

NeurIPS 2025poster

Recent developments in DNN-based image watermarking techniques have achieved impressive results in protecting digital content. However, most existing methods are constrained to low-resolution images as they need to encode the entire image, leading to prohibitive memory and computational costs when a…

Cited by 0SourceScholar