Heng Fan
       Heng Fan
       Assistant Professor
       Vision and Artificial Intelligence Lab (VAIL)
       Department of Computer Science and Engineering, University of North Texas
       Office: Room F284, UNT Discovery Park, 3940 N Elm St, Denton, TX 76207
       Email: heng.fan@unt.edu
       [Curriculum Vitae] [Google Scholar] [LinkedIn] [DBLP]

Short Bio: Heng Fan is currently an Assistant Professor in the Department of Computer Science and Engineering at the University of North Texas. He received his B.S. in Computer Science and Technology from Huazhong Agricultural University in 2013 and Ph.D. (advised by Professor Haibin Ling) in Computer Science from Stony Brook University in 2021, respectively. His research interests include computer vision with a particular interest in various video analysis tasks using vision and language, robotics with a focus on robot vision perception, and medical image analysis. He serves or has served as an Associate Editor for Pattern Recognition (PR) and Image and Vision Computing (IVC), and as an Area Chair for conferences including ICCV, NeurIPS, AAAI, WACV, and BMVC.
To prospective students: I am looking for self-motivated PhD students and (remote) research interns to work on interesting problems in computer vision and medical image analysis. If you are interested, please read HERE.
Call for papers: We're organizing a special issue on World Modeling for Dynamic Video Understanding in Pattern Recognition. Submissions are now open, with a deadline of March 31, 2027. We warmly welcome high-quality submissions on relevant topics!
News 
  • 2026-09: We are organizing a special issue on world models for video in Pattern Recognition.
  • 2026-08: A paper on LLM hallucination detection (pdf) is accepted to Findings of EMNLP 2026.
  • 2026-08: A paper on transmitter localization (pdf) is accepted to SIGSPATIAL 2026.
  • 2026-07: I will be serving as an Area Chair for AAAI 2027.
  • 2026-06: A paper on spatio-temporal video grounding (pdf/code) is accepted to ECCV 2026.
  • 2026-06: A paper on liquid segmentation (pdf/code), led by UNT TAMS students, is accepted to IROS 2026.
  • 2026-06: I will be serving as an Area Chair for WACV 2027.
  • 2026-05: Shaohua Dong defended his dissertation, congratulations Dr. Dong!
  • 2026-04: A paper on LLM agent (pdf/code) is accepted to Findings of ACL 2026.
  • 2026-04: I will be serving as an Area Chair for NeurIPS 2026.
  • 2026-02: A paper on multimodal object tracking (pdf/code) is accepted to ICRA 2026.
  • 2026-01: A paper on spatial-temporal video grounding (pdf/code-data) is accepted to ICLR 2026.
  • 2026-01: A paper on object detection (pdf/code) is accepted to Pattern Recognition.
  • 2026-01: A paper on LLM hallucination (pdf/code) is accepted to Findings of EACL 2026.

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