Chunya Liu — accepted AI-conference papers

2026

GenPTW: Latent Image Watermarking for Provenance Tracing and Tamper Localization

Zhenliang Gan, Chunya Liu, Yichao Tang, Binghao Wang, Shiwen Cui, Weiqiang Wang +1

AAAI 2026technical

The proliferation of generative image models has revolutionized AIGC creation while amplifying concerns over content provenance and manipulation forensics. Existing methods are typically either unable to localize tampering or restricted to specific generative settings, limiting their practical utili

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2023

Better Teacher Better Student: Dynamic Prior Knowledge for Knowledge Distillation

Martin Zong, Zengyu Qiu, Xinzhu Ma, Kunlin Yang, Chunya Liu, Jun Hou +2

ICLR 2023poster

Knowledge distillation (KD) has shown very promising capabilities in transferring learning representations from large models (teachers) to small models (students). However, as the capacity gap between students and teachers becomes larger, existing KD methods fail to achieve better results. Our work…

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