Welcome to my homepage! My name is Shan Jia (贾姗). In Mandarin, my name coincidentally mirrors the pronunciation of “Fake Mountain.” What’s even more interesting is that my research is closely related to “fake things”, including the identification and generation of fake images, videos, audio, and news😀.
I am currently a Research Scientist and Assistant Lab Director in the Department of Computer Science and Engineering at the University at Buffalo (UB), State University of New York. I feel lucky to be a member of the Media Forensic Lab led by Professor Siwei Lyu. Before joining to UB, I was a visiting scholar in the Lane Department of Computer Science and Electrical Engineering at West Virginia University, working with Professor Xin Li and Guodong Guo. In 2021, I finished my Ph.D. from Wuhan University, advised by Professor Zhengquan Xu.
Research Interests: Digital Media Forensics, Biometrics, and Computer Vision, etc.
🔈 News
- 2024.04: Glad to be featured on Buffalo News: link.
- 2024.04: One paper on using ChatGPT-4V for Deepfake face detection is accepted by CVPR2024 Workshop on Media Forensics (paper, link).
- 2024.03: Two papers are accepted by ICME 2024. Congratulations to Soumyya and Yu!
- 2024.02: Glad to give a talk on Deepfake video detection, invited by Reality Defender.
- 2024.01: I was interviewed by Futurum Careers, UK together with Prof. Siwei Lyu (link1, link2).
- 2024.01: A paper on uncovering text-image inconsistency is accepted by ICLR 2024 (link, video).
- 2023.11: Glad to serve The 20th IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS) 2024 as a Publication Chair.
- 2023.10: A paper on improving fairness in deepfake detection is accepted by WACV 2024 (Code, news report by UBNow).
- 2023.09: A paper on audio-visual deepfake detection is accepted by MIT IEEE Undergraduate Research Technology Conference. Congratulations to Sneha Muppalla (a senior high school student)!
- 2023.08: A paper on street view imagery analysis is accepted by ISPRS Journal of Photogrammetry and Remote Sensing.
- 2023.08: I’m starting a new position as Assistant Lab Director at UB Media Forensic Lab (UB MDFL)!😊
- 2023.08: A paper on image forgery detection is accepted by IEEE Transactions on Multimedia.
- 2023.04: Two papers are accepted by CVPR2023 Workshop on Media Forensics (WMF). Our Autosplice dataset has been released (link)!
- 2022.11: A paper on street view image inpainting is accepted by ISPRS Journal of Photogrammetry and Remote Sensing (Impact Factor: 12.7).
- 2022.06: Two papers on Media Forensics are accepted by ICIP 2022.
- 2022.01: A paper on Image-text De-contextualization Detection is accepted by ICASSP 2022.
- 2021.12: I gave a keynote speech on Deepfakes at Open Media Forensics Challenge (OpenMFC) 2020-2021 Workshop.
- 2021.10: I joined UC Berkeley InforCamp Deepfake Panel as a speaker.
- 2021.06: I defended my Ph.D. dissertation on face spoofing detection and will join UB as a Post-Doctoral Researcher.
- 2020.12: I joined 2020 International Graduate Workshop on GeoInformatics, and won the Excellent Presentation Award (1/11).
📝 Publications
[UPDExplainer: an Interpretable Transformer-based Framework for Urban Physical Disorder Detection Using Street View Imagery]
Chuanbo Hu, Shan Jia*, Fan Zhang, Changjiang Xiao, Mindi Ruan, Jacob Thrasher, and Xin Li
ISPRS Journal of Photogrammetry and Remote Sensing, Paper
[Model Attribution of Face-swap Deepfake Videos]
Shan Jia, Xin Li, Siwei Lyu
2022 IEEE International Conference on Image Processing, Paper, Code, Dataset
🏫 Education
- Oct. 2017 - Jun. 2021, Visiting Ph.D., Computer Science, Department of Computer Science and Electrical Engineering, West Virginia University, USA
- Sep. 2014 - Jun. 2021, MD-PhD, Communication and Information Systems, State Key Laboratory of Information Engineering in Surveying, Mapping, and Remote Sensing, Wuhan University, China
- Sep. 2010 - Jun. 2014, Bachelor, Electrical Engineering, Electronic Information School, Wuhan University, China (Recommended to be a graduate student exempt from an admission exam).
🖊 Services
- Conference Reviewer: WACV, ICCV, CVPR, ECCV, ICME
- Journal Reviewer: IEEE TIFS, IEEE TMM, IEEE TIP, IEEE TCSVT, IJCV, IEEE TBIOM, PR, ACM TOG