Me
I am a second year Ph.D. student advised by Prof. Siwei Lyu, actively pursuing a degree in Computer Science and Engineering.
Prior to this, I earned my BA/MS in Econometrics and Quantitative Economics from the University at Buffalo in 2021. My background bridges quantitative modeling and machine learning, and my current work focuses on multimedia analysis and AI-generated content.
Research
My research focuses on AI-generated and manipulated media across images, videos, and audio, with an emphasis on multimedia forensics and interpretable detection.
More recently, I have been exploring AI-generated music and audio, including music generation and audio authenticity.
Publications
A Landscape Survey of Tools and Real-World Cases of AI-Generated Media
Jialing Cai, Chengzhe Sun, Soumyya Kanti Datta, Siwei Lyu
[IEEE International Conference on Advanced Visual and Signal-Based Systems (AVSS 2025)]
Mingzhen Huang, Jialing Cai, Shan Jia, Vishnu Suresh Lokhande, Siwei Lyu
Mingzhen Huang, Shan Jia, Zhou Zhou, Yan Ju, Jialing Cai, Siwei Lyu
[ICLR 2024]
Yan Ju, Shan Jia, Jialing Cai, Siwei Lyu
[IEEE Transactions on Multimedia (TMM) 2023]
Shan Jia, Mingzhen Huang, Zhou Zhou, Yan Ju, Jialing Cai, Siwei Lyu
[CVPRW 2023]
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