About me
My current research focuses on Knowledge-Guided Machine Learning, Multimodal Understanding, VLMs, Remote Sensing, with a particular emphasis on integrating domain-specific knowledge with machine learning models to improve data and performance.
Recent News
[October 2025] – Awarded UVA SEAS Endowed Fellowship 2025. Award Amount: $12,000.
[September 2025] – One paper got accepted at NeurIPS 2025.
[August 2025] – Mentored two BII undergraduate interns during Summer 2025.
[June 2025] – One paper got accepted at KDD 2025.
[June 2025] – Two papers got accepted at IJCAI 2025.
[June 2024] – Attended CVPR 2024 and presented a paper and two posters.
[May 2024] – Received DEI Travel grant from CVPR.
[May 2024] – Received WiCV Travel Grant for attending CVPR.
[April 2024] – Poster accepted at WiCV, CVPR 2024.
[April 2024] – First-author paper “IrrNet” accepted at V4A, CVPR 2024 (oral + poster).
[April 2024] – Awarded full travel grant from 2024 Tapia Conference.
[April 2024] – Doctoral Consortium accepted for Tapia 2024.
[April 2024] – Poster “Irrigation Canal Mapping…” accepted for Tapia 2024 (San Diego, CA).
[Jan 2024] – Joined CSGSG Council as Social Chair.
[June 2023] – Started Internship with USDA-ARS AI-COE/SCINet.
[April 2023] – Awarded USDA-ARS AI-COE/SCINet Graduate Student Internship Program fellowship.
[April 2023] – Presented at CCI Symposium 2023.
[April 2023] – Attended CRA-WP Grad Cohort for Women 2023.
[Jan 2023] – Joint first-author paper published in Scientific Data (Nature).
[Jan 2023] – Team won 3rd place in AgAthon 2023.
[Jan 2023] – Participated in AgAID Digital Hackathon 2023 (AgAthon).
[Jan 2023] – First-author paper accepted at Scientific Data (Nature).
[Jan 2022] – Joined CSGSG Council 2022 as Space and Media Chair.
[Jan 2021] – Long paper accepted at Springer Nature Computer Science.
[Jun 2020] – Volunteered at NAACL ’21.
[Dec 2020] – Presented a paper at ICCIT 2020.
[Dec 2020] – Presented a paper at ACCV MLCSA 2020.
[Nov 2020] – Paper accepted at ICCIT 2020.
[Oct 2020] – Paper accepted at ACCV MLCSA 2020.
[Aug 2020] – Preprint published at Research Square.
[Dec 2018] – Presented a paper at ICIET 2018.
[Nov 2018] – Paper accepted at ICIET 2018.
[Nov 2018] – Participated in ACM ICPC Dhaka Regionals 2018.
[Oct 2018] – Participated in National Girls Programming Contest 2018.
[Jun 2018] – Hosted AUST CSE Week Prize Giving Ceremony 2018.
[Nov 2017] – Participated in ACM ICPC Dhaka Regionals 2017.
[Dec 2016] – Participated in National Girls Programming Contest 2016.
Publications [Google Scholar]
2025
NeurIPS 2025IRRISIGHT: A Large-Scale Multimodal Dataset and Scalable Pipeline to Address Irrigation and Water Management in Agriculture
* equal contribution
NeurIPS 2025
IJCAI 2025
IJCAI 2025Knowledge-Informed Deep Learning for Irrigation Type Mapping from Remote Sensing
* equal contribution
IJCAI 2025
KDD 2025IrrMap: A Large-Scale Comprehensive Dataset for Irrigation Method Mapping
* equal contribution
KDD 2025
Under Review 2025CAFOSat: A Strongly Annotated Dataset for Infrastructure-Aware CAFO Mapping Using High-Resolution Imagery
* equal contribution
Under Review (2025)
Under Review 2025PRISM-CAFO: Prior-conditioned remote-sensing infrastructure segmentation and mapping for CAFOs
* equal contribution
Under Review (2025)
2024
V4A@CVPR 2025IrrNet: Advancing Irrigation Mapping with Incremental Patch Size Training on Remote Sensing Imagery
CVPR(V4A Workshops) 2024
2023
Scientific Data @ Nature 2023COVID-19 non-pharmaceutical interventions: data annotation for rapidly changing local policy information
* equal contribution
Scientific Data (Nature) 2023
2021
Springer CS 2021Automated COVID-19 Detection from Chest X-Ray Images: A High Resolution Network (HRNet) Approach
Sifat Ahmed, Tonmoy Hossain, Oishee Bintey Hoque, Sujan Sarker, Sejuti Rahman, Faisal Muhammad Shah
SN Computer Science 2021
2020
MLCSA@ACCV 2020BdSL36: A Dataset for Bangladeshi Sign Letters Recognition
** Part of my undergraduate thesis
ACCV (MLCSA Workshop) 2020
2018
ICIET 2018Real Time Bangladeshi Sign Language Detection using Faster R-CNN
** Part of my undergraduate thesis
ICIET 2018