Please visit Research tab to see the detailed list of my completed and ongoing works.

Selected Publication

CowPilot: A Framework for Autonomous and Human-Agent Collaborative Web Navigation
F Huq, ZZ Wang, FF Xu, T Ou, S Zhou, JP Bigham*, G Neubig*.
URL Under Review in NAACL Demo Track, 2025.

NoTeeline: Supporting Real-Time Notetaking from Keypoints with Large Language Models
F Huq*, A Samee*, DC Lin, XA Tang, JP Bigham.
Preprint Appearing in IUI 2025.

DreamStruct: Understanding Slides and UIs via Synthetic Data Generation
YH Peng, F Huq, Y Jiang, J Wu, XY Li, JP Bigham, A Pavel.
DOI ECCV 2024

What’s important here?: Opportunities and Challenges of LLM in retrieving information from Web Interface
F Huq, JP Bigham, N Martelaro
Preprint Ro-FoMo: Robustness of Few-shot and Zero-shot Learning in Large Foundation Models @ NeurIPS 2023






(My current research interests)

Recent Updates

  • December, 2024: CowPilot under review in NAACL Demo Track 2025. (check out the early results here.)
  • December, 2024: NoTeeline accepted at IUI 2025! (preprint link)
  • July, 2024: Dreamstruct accepted at ECCV 2024!
  • June, 2024: Excited to start my internship at Google NYC working my amazing mentor, Dr. Will Bishop!
  • May, 2024: Co-authored paper accepted at DIS 2024!

Other than research, I am deeply fascinated by upcycling (which is creative reuse of waste to make crafts. See my artworks in the upcycling page.) My love for upcycling and computer science excites me to think of machines that have human-level creativity and exciting ways to advance education and art - which is one of the main motivations of my works. 🎨 💻 In my free-time, I enjoy reading webtoons.




Our SGI Project on Functional Map Synchronization featured on MIT EECS website.

Resources for Grad Application