About me

I am a CS PhD candidate and an Endowed Fellow at the University of Virginia, working with Dr. Madhav Marathe at the Biocomplexity Institute. Prior to my Ph.D., I completed my B.Sc. in Computer Science at Ahsanullah University of Science & Technology (AUST). After that, I gained industry experience as a Software Engineer at Enosis Solutions in Bangladesh, where I contributed to the development of production-grade software systems for one year.

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.

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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

IRRISIGHT demo NeurIPS 2025

IRRISIGHT: A Large-Scale Multimodal Dataset and Scalable Pipeline to Address Irrigation and Water Management in Agriculture

Nibir Chandra Mandal*, Oishee Bintey Hoque*, Mandy L. Wilson, Samarth Swarup, Sayjro K. Nouwakpo, Abhijin Adiga, Madhav Marathe

* equal contribution

NeurIPS 2025

igrass demo IJCAI 2025

IGraSS: Learning to Identify Infrastructure Networks from Satellite Imagery by Iterative Graph-constrained Semantic Segmentation

Oishee Bintey Hoque, Abhijin Adiga, Aniruddha Adiga, Siddharth Chaudhary, Madhav V. Marathe, S. S. Ravi, Kirti Rajagopalan, Amanda Wilson, Samarth Swarup

IJCAI 2025

kiim demo IJCAI 2025

Knowledge-Informed Deep Learning for Irrigation Type Mapping from Remote Sensing

Oishee Bintey Hoque* Nibir Chandra Mandal*, Abhijin Adiga, Samarth Swarup, Sayjro K. Nouwakpo, Amanda Wilson, Madhav Marathe

* equal contribution

IJCAI 2025

irrmap demo KDD 2025

IrrMap: A Large-Scale Comprehensive Dataset for Irrigation Method Mapping

Nibir Chandra Mandal*, Oishee Bintey Hoque*, Abhijin Adiga, Samarth Swarup, Mandy L. Wilson, Lu Feng, Yangfeng Ji, Miaomiao Zhang, Geoffrey Fox, Madhav Marathe

* equal contribution

KDD 2025

cafosat demo Under Review 2025

CAFOSat: A Strongly Annotated Dataset for Infrastructure-Aware CAFO Mapping Using High-Resolution Imagery

Oishee Bintey Hoque*, Nibir Chandra Mandal*, Mandy L. Wilson, Samarth Swarup, Madhav Marathe, Abhijin Adiga,

* equal contribution

Under Review (2025)

cafosat demo Under Review 2025

PRISM-CAFO: Prior-conditioned remote-sensing infrastructure segmentation and mapping for CAFOs

Oishee Bintey Hoque, Nibir Chandra Mandal, Kyle Luong, Mandy L. Wilson, Samarth Swarup, Madhav Marathe, Abhijin Adiga

* equal contribution

Under Review (2025)

2024

irrnet demo V4A@CVPR 2025

IrrNet: Advancing Irrigation Mapping with Incremental Patch Size Training on Remote Sensing Imagery

Oishee Bintey Hoque, Samarth Swarup, Abhijin Adiga, Sayjro Kossi Nouwakpo, Madhav Marathe

CVPR(V4A Workshops) 2024

2023

npi demo Scientific Data @ Nature 2023

COVID-19 non-pharmaceutical interventions: data annotation for rapidly changing local policy information

Oishee Bintey Hoque*, Benjamin Hurt*, Finn Mokrzycki, Anjali Mathew, Maryann Xue, Luka Gabitsinashvili, Haile Mokrzycki, Ranya Fischer, Nicholas Telesca, Lauren Aurelia Xue, Jacob Ritchie, J.D. Zamfirescu-Pereira, Mark E. Whiting, Madhav Marathe

* equal contribution

Scientific Data (Nature) 2023

2021

hrnet demo Springer CS 2021

Automated 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

bdsl36 demo MLCSA@ACCV 2020

BdSL36: A Dataset for Bangladeshi Sign Letters Recognition

Oishee Bintey Hoque, Mohammad Imrul Jubair, Al-Farabi Akash, Md. Saiful Islam

** Part of my undergraduate thesis

ACCV (MLCSA Workshop) 2020

2018

frnn demo ICIET 2018

Real Time Bangladeshi Sign Language Detection using Faster R-CNN

Oishee Bintey Hoque, Mohammad Imrul Jubair, Al-Farabi Akash, Md. Saiful Islam

** Part of my undergraduate thesis

ICIET 2018