Arpan Man Sainju

29 papers A* 4A 2B 1Journal 17Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Graph Attention Network-Based Detection of Autism Spectrum Disorder.
CoRR
Abigail Kelly, Ramchandra Rimal, Arpan Man Sainju
2025 — conf
Colocation Mining: Estimating Neighborhood Relationships and Identifying Regional Patterns.
ACM Southeast Regional Conference
Abigail Kelly, Arpan Man Sainju, Dipesh Shrestha, Ramchandra Rimal
2025 — conf
Scalable Terrain-Aware Flood Extent Mapping on Earth Imagery.
SIGSPATIAL/GIS
Saugat Adhikari, Da Yan, Zhe Jiang, Jiao Han, Zelin Xu, Yupu Zhang, Arpan Man Sainju, Yang Zhou
2025 J jnl
Scaling Terrain-Aware Spatial Machine Learning for Flood Mapping on Large Scale Earth Imagery Data.
ACM Trans. Spatial Algorithms Syst.
Saugat Adhikari, Da Yan, Zhe Jiang, Jiao Han, Zelin Xu, Yupu Zhang, Arpan Man Sainju, Yang Zhou
2023 A conf
A Hidden Markov Forest Model for Terrain-Aware Flood Inundation Mapping from Earth Imagery.
SDM
Zhe Jiang, Yupu Zhang, Saugat Adhikari, Da Yan, Arpan Man Sainju, Xiaowei Jia, Yiqun Xie
2022 J jnl
A Hidden Markov Contour Tree Model for Spatial Structured Prediction.
IEEE Trans. Knowl. Data Eng.
Arpan Man Sainju, Wenchong He, Zhe Jiang
2022 — conf
An elevation-guided annotation tool for flood extent mapping on earth imagery (demo paper).
SIGSPATIAL/GIS
Saugat Adhikari, Da Yan, Mirza Tanzim Sami, Jalal Khalil, Lyuheng Yuan, Bhadhan Roy Joy, Zhe Jiang, Arpan Man Sainju
2022 J jnl
Earth Imagery Segmentation on Terrain Surface with Limited Training Labels: A Semi-supervised Approach based on Physics-Guided Graph Co-Training.
ACM Trans. Intell. Syst. Technol.
Wenchong He, Arpan Man Sainju, Zhe Jiang, Da Yan, Yang Zhou
2022 J jnl
Weakly Supervised Spatial Deep Learning for Earth Image Segmentation Based on Imperfect Polyline Labels.
ACM Trans. Intell. Syst. Technol.
Zhe Jiang, Wenchong He, Marcus Stephen Kirby, Arpan Man Sainju, Shaowen Wang, Lawrence V. Stanislawski, Ethan Shavers, E. Lynn Usery
2021 J jnl
An attention U-Net model for detection of fine-scale hydrologic streamlines.
Environ. Model. Softw.
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 A conf
Deep Neural Network for 3D Surface Segmentation based on Contour Tree Hierarchy.
SDM
Wenchong He, Arpan Man Sainju, Zhe Jiang, Da Yan
2021 J jnl
Flood Inundation Mapping with Limited Observations Based on Physics-Aware Topography Constraint.
Frontiers Big Data
Arpan Man Sainju, Wenchong He, Zhe Jiang, Da Yan, Haiquan Chen
2021 J jnl
Geographical Hidden Markov Tree.
IEEE Trans. Knowl. Data Eng.
Zhe Jiang, Miao Xie, Arpan Man Sainju
2021 — conf
Mapping Road Safety Barriers Across Street View Image Sequences: A Hybrid Object Detection and Recurrent Model.
GeoAI@SIGSPATIAL
Md Mostafijur Rahman, Arpan Man Sainju, Da Yan, Zhe Jiang
2020 J jnl
A Hidden Markov Tree Model for Flood Extent Mapping in Heavily Vegetated Areas based on High Resolution Aerial Imagery and DEM: A Case Study on Hurricane Matthew Floods.
CoRR
Zhe Jiang, Arpan Man Sainju
2020 A* conf
CurvaNet: Geometric Deep Learning based on Directional Curvature for 3D Shape Analysis.
KDD
Wenchong He, Zhe Jiang, Chengming Zhang, Arpan Man Sainju
2020 J jnl
Deep Learning for Earth Image Segmentation based on Imperfect Polyline Labels with Annotation Errors.
CoRR
Zhe Jiang, Marcus Stephen Kirby, Wenchong He, Arpan Man Sainju
2020 J jnl
Deep Neural Network for 3D Surface Segmentation based on Contour Tree Hierarchy.
CoRR
Wenchong He, Arpan Man Sainju, Zhe Jiang, Da Yan
2020 J jnl
Mapping Road Safety Features from Streetview Imagery: A Deep Learning Approach.
Trans. Data Sci.
Arpan Man Sainju, Zhe Jiang
2020 J jnl
Parallel Grid-Based Colocation Mining Algorithms on GPUs for Big Spatial Event Data.
IEEE Trans. Big Data
Arpan Man Sainju, Danial Aghajarian, Zhe Jiang, Sushil K. Prasad
2020 J jnl
Spatial Classification With Limited Observations Based On Physics-Aware Structural Constraint.
CoRR
Arpan Man Sainju, Wenchong He, Zhe Jiang, Da Yan, Haiquan Chen
2020 A* conf
Spatial Classification with Limited Observations Based on Physics-Aware Structural Constraint.
AAAI
Arpan Man Sainju, Wenchong He, Zhe Jiang, Da Yan
2019 A* conf
Hidden Markov Contour Tree: A Spatial Structured Model for Hydrological Applications.
KDD
Zhe Jiang, Arpan Man Sainju
2019 J jnl
Mapping road safety features from streetview imagery: A deep learning approach.
CoRR
Arpan Man Sainju, Zhe Jiang
2019 J jnl
Spatial Ensemble Learning for Heterogeneous Geographic Data with Class Ambiguity.
ACM Trans. Intell. Syst. Technol.
Zhe Jiang, Arpan Man Sainju, Yan Li, Shashi Shekhar, Joseph F. Knight
2018 J jnl
Geographical Hidden Markov Tree for Flood Extent Mapping (With Proof Appendix).
CoRR
Miao Xie, Zhe Jiang, Arpan Man Sainju
2018 A* conf
Geographical Hidden Markov Tree for Flood Extent Mapping.
KDD
Miao Xie, Zhe Jiang, Arpan Man Sainju
2017 — conf
An Experimental Analysis of Windows Log Events Triggered by Malware.
ACM Southeast Regional Conference
Arpan Man Sainju, Travis Atkison
2017 B conf
Grid-Based Colocation Mining Algorithms on GPU for Big Spatial Event Data: A Summary of Results.
SSTD
Arpan Man Sainju, Zhe Jiang