Arpan Man Sainju

Assistant Professor, Computer Science, Middle Tennessee State University

Joined

July 2019

Names

Arpan Man Sainju

Emails

****@mtsu.edu (Confirmed)

Personal Links

Career & Education History

Assistant Professor

Computer Science, Middle Tennessee State University (mtsu.edu)

2021 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

Spatial Data Science

Colocation Mining

2016 – Present

Deep Learning

Graph Neural Network

2016 – Present

Publications

Scaling Terrain-Aware Spatial Machine Learning for Flood Mapping on Large Scale Earth Imagery Data
Saugat Adhikari, Da Yan, Zhe Jiang, Jiao Han, Zelin Xu, Yupu Zhang, Arpan Man Sainju, Yang Zhou
- ACM Trans. Spatial Algorithms Syst. 2025
- Readers: Everyone
Colocation Mining: Estimating Neighborhood Relationships and Identifying Regional Patterns
Abigail Kelly, Arpan Man Sainju, Dipesh Shrestha, Ramchandra Rimal
- ACM Southeast Regional Conference 2025
- Readers: Everyone
Scalable Terrain-Aware Flood Extent Mapping on Earth Imagery
Saugat Adhikari, Da Yan, Zhe Jiang, Jiao Han, Zelin Xu, Yupu Zhang, Arpan Man Sainju, Yang Zhou
- SIGSPATIAL/GIS 2025
- Readers: Everyone
A Hidden Markov Forest Model for Terrain-Aware Flood Inundation Mapping from Earth Imagery
Zhe Jiang, Yupu Zhang, Saugat Adhikari, Da Yan, Arpan Man Sainju, Xiaowei Jia, Yiqun Xie
- SDM 2023
- Readers: Everyone
Earth Imagery Segmentation on Terrain Surface with Limited Training Labels: A Semi-supervised Approach based on Physics-Guided Graph Co-Training
Wenchong He, Arpan Man Sainju, Zhe Jiang, Da Yan, Yang Zhou
- 2022 (modified: 18 May 2022)
- ACM Trans. Intell. Syst. Technol. 2022
- Readers: Everyone
An elevation-guided annotation tool for flood extent mapping on earth imagery (demo paper)
Saugat Adhikari, Da Yan, Mirza Tanzim Sami, Jalal Khalil, Lyuheng Yuan, Bhadhan Roy Joy, Zhe Jiang, Arpan Man Sainju
- 2022 (modified: 18 Jan 2023)
- SIGSPATIAL/GIS 2022
- Readers: Everyone
A Hidden Markov Contour Tree Model for Spatial Structured Prediction
Arpan Man Sainju, Wenchong He, Zhe Jiang
- Published: 01 Jan 2022, Last Modified: 29 Oct 2023
- IEEE Trans. Knowl. Data Eng. 2022
- Readers: Everyone
Weakly Supervised Spatial Deep Learning for Earth Image Segmentation Based on Imperfect Polyline Labels
Zhe Jiang, Wenchong He, Marcus Stephen Kirby, Arpan Man Sainju, Shaowen Wang, Lawrence V. Stanislawski, Ethan Shavers, E. Lynn Usery
- Published: 01 Jan 2022, Last Modified: 29 Oct 2023
- ACM Trans. Intell. Syst. Technol. 2022
- Readers: Everyone
Geographical Hidden Markov Tree
Zhe Jiang, Miao Xie, Arpan Man Sainju
- 2021 (modified: 08 Sept 2021)
- IEEE Trans. Knowl. Data Eng. 2021
- Readers: Everyone
An attention U-Net model for detection of fine-scale hydrologic streamlines
Zewei Xu, Shaowen Wang, Lawrence V. Stanislawski, Zhe Jiang, Nattapon Jaroenchai, Arpan Man Sainju, Ethan Shavers, E. Lynn Usery, Li Chen, Zhiyu Li, Bin Su
- 2021 (modified: 08 Sept 2021)
- Environ. Model. Softw. 2021
- Readers: Everyone

View all 28 publications

Co-Authors

View all 37 co-authors