About
I am a Ph.D. student in Computer Science and Engineering at the University of North Texas (UNT), advised by Prof. Heng Fan. My research focuses on video understanding, multimedia forensics, and computer vision.
I previously received an M.S. in Cyberspace Security from Nanchang University, China, advised by Prof. Feng Ding, and a B.S. in Software Engineering from Nanchang University, China.
Research
My research interests include:
- Video understanding — egocentric visual query localization, ego–exo correspondence, and omni-object video grounding.
- Multimedia forensics — detection and analysis of AI-generated and manipulated media.
- Computer vision — robust visual understanding across complex real-world scenes.
Publications
For a complete list, see my Google Scholar.
Video Understanding
Multimedia Forensics
Breaking Latent Prior Bias in Detectors for Generalizable AIGC Image Detection
Neural Information Processing Systems (NeurIPS), 2025
VLForgery Face Triad: Detection, Localization and Attribution via Multimodal Large Language Models
Neural Information Processing Systems (NeurIPS), 2025
Generating Higher-Quality Anti-Forensics DeepFakes with Adversarial Sharpening Mask
ACM Transactions on Multimedia Computing, Communications and Applications (TOMM), 2025
Securing Facial Bioinformation by Eliminating Adversarial Perturbations
IEEE Transactions on Industrial Informatics, 19(5): 6682–6691, 2022
Contact
Email: bingfan@my.unt.edu
Institution: University of North Texas (UNT)
Connect:
LinkedIn |
Google Scholar
CV: Download PDF