I am currently a graduate student at the University of Science and Technology of China (USTC), where I am fortunate to be advised by Prof. Weiming Zhang and Prof. Kejiang Chen. My research centers on AI Security & Multimedia Forensics, with a current focus on AI-generated content (AIGC) forensics, and the security of large models.
Previously, I received my B.E. from the School of Cyber Science and Engineering (SCSE) at Wuhan University (WHU). In June 2022, I joined the AISec Lab, where I was privileged to be mentored by Prof. Run Wang.
On this homepage you can find my research, publications, and honors. Broadly, I am interested in adversarial machine learning, ownership verification of DNNs, multimedia forensics, and the trustworthiness of generative models. I have been lucky to collaborate with Yan Cai, Weifeng Liu, and Boheng Li.
🔥 News
- 2026.05: 🎉 One paper on LipSync forgery detection & attribution accepted by ICML 2026.
- 2025.09: I received an entrance scholarship from the University of Science and Technology of China.
- 2024.09: One paper accepted by NeurIPS 2024.
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2023.11: I was awarded the LeiJun Computer Science Undergraduate Scholarship”(60 candidates per year in WHU) by Wuhan University & Xiaomi Technologies Co., Ltd.
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2023.07: One paper is accepted by ACM MM 2023.
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2023.05: Invited as a reviewer by ACM MM.
- 2022.10: I won the National Scholarship (0.2% national-wide), and my average GPA ranks first in the major (1/284).
📝 Publications
$^\dagger$: equal contribution, $^*$: corresponding author
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Ariadne’s Thread of LipSync: Unraveling Forgeries via Inconsistency between Lip Motions and Head Poses
Tianyi She†, Jiawei Liu†, Weifeng Liu, Hanqing Zhao, Weiming Zhang, Kejiang Chen$^{\ast}$
International Conference on Machine Learning (ICML), 2026 - No Shortcuts to Truth: Dual-Level Shortcut-Aware Debiasing for Generalizable AI-Generated Image Detection
Tianyi She, Zhengdao Li, Weifeng Liu, Hanqing Zhao$^{\ast}$, Dacheng Tao, Weiming Zhang, Kejiang Chen Under Review, 2026 -
Free Fine-tuning: A Plug-and-Play Watermarking Scheme for Deep Neural Networks
Run Wang$^{\ast}$, Jixing Ren, Boheng Li, Tianyi She, Wenhui Zhang, Liming Fang, Jing Chen, Lina Wang
ACM Multimedia (MM), 2023 -
Weifeng Liu$^\dagger$, Tianyi She$^\dagger$, Jiawei Liu, Ziyou Liang, Dongyu Yao, Run Wang$^{\ast}$ NeurIPS, 2024
Other 1 papers regarding IP protection of DL have currently been submitted to CCF-A tier conferences.
🏆 Competition Awards
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First Prize. The 16th Chinese Collegiate Computing Competition National Finals 2023.09
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First Prize. The 2023 National Final of the National University Business Elite Challenge Innovation and Entrepreneurship Track 2023.11
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Third Prize. The 2022 Foreign Language Teaching and Research Press · National Talent Cup Reading Competition Third Prize 2022.12
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Patents. Two computer software copyrights and one invention patent.
🎖 Scholarships and Honors
- 2023.11 LeiJun Computer Science Undergraduate Scholarship (Award Rate: 60/59774=0.1%) Wuhan University & Xiaomi Technologies Co., Ltd.
- 2023.10 Merit Student (Award Rate: 60/59774=0.1%) Wuhan University
- 2023.10 First Class Scholarship of WHU (Award Rate: 5% school-wide) Wuhan University
- 2022.10 Merit Student (Award Rate: 10% school-wide) Wuhan University
- 2022.10 First Class Scholarship of WHU (Award Rate: 5% school-wide) Wuhan University
- 2022.5 Excellent Student Cadre (Award Rate: 924/59774=1.5%) Wuhan University