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.
News NEW
- 2026-09: Two papers (pdf/code, pdf/code-data) are accepted to NeurIPS 2026.
- 2026-09: We won the 1st place in both 2D and 3D tracking at the MICCAI 2026 STIR Challenge (certificates: 2D/3D).
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
Towards Visual Query Segmentation in the Wild
Neural Information Processing Systems (NeurIPS), 2026
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
