Hi, I'm Farhan, a graduate PhD student at KSoC, UofU. I obtained my Bachelor's degree from IUT-CSE. Currently, I am working with Prof. Kenneth Marino to build AI agents that help people.
News and Updates
- Mar 25: Check out TimeWarp, a web agent benchmark on changing websites.
- Feb 25: Our computer use survey got accepted in the ICLR'26 Blogposts.
- Dec 25: Transliteration Perturbations in Bangla won the best paper award at BLP at IJCNLP-AACL'25!
- Nov 25: 3 of my works got accepted at WACV'26!
- Oct 25: FrugalPrompt is out!
- Aug 25: Started my PhD at the University of Utah!
- June 25: ChitroJera, got accepted at ECML-PKDD'25!
- Mar 25: Attended WACV'25.
- Jan 25: BanTH, got accepted at Findings of NAACL'25!
- Oct 24: Visual Robustness Benchmark for VQA is accepted at WACV'25. I'm grateful to my wonderful teammates and advisors at IUT-CSE.
- Oct 24: FourierKAN outperforms MLP on Text Classification Head Fine-tuning got accepted at FITML at NeurIPS'24. Shoutout to my teammate Abdullah Al Imran.
- Sep 24: Our work on Bangla back-transliteration, BanglaTLit got accepted at Findings of EMNLP, 2024. Great work from team Penta!
- Jul 24: New preprint on my undergrad thesis, Visual Robustness Benchmark for VQA, is available on arXiv.
- May 24: Finalists at Robi Datathon 3.0, Bangladesh's largest data analysis event with 3,500+ participants. Another competition with team Penta!
- May 24: Participated in the EXIST-2024 shared task with my amazing team from Penta Global.
- Jan 24: Our VQA Survey got accepted at Information Fusion.
Research Map
The research map will help you navigate through my research portfolio. Click any node for details.
Research Highlights
TimeWarp: Evaluating Web Agents by Revisiting the Past
Project Page Paper Code Dataset Models
FrugalPrompt: Reducing Contextual Overhead in Large Language Models via Token Attribution
R-MMA: Enhancing Vision-Language Models with Recurrent Adapters for Few-Shot and Cross-Domain Generalization
