Saugat Adhikari

According to our database, Saugat Adhikari authored at least 14 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

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., June, 2025

G-Thinkerq: A General Subgraph Querying System With a Unified Task-Based Programming Model.

Lyuheng Yuan, Guimu Guo, Danshu Yan, Saugat Adhikari, Jalal Khalil, Cheng Long, Lei Zou

IEEE Trans. Knowl. Data Eng., June, 2025

Enabling Fast and Accurate Crowdsourced Annotation for Elevation-Aware Flood Extent Mapping.

Landon Dyken, Saugat Adhikari, Pravin Poudel, Steve Petruzza, Da Yan, Will Usher, Sidharth Kumar

Proceedings of the 18th IEEE Pacific Visualization Conference, 2025

2024

Enabling Quick, Accurate Crowdsourced Annotation for Elevation-Aware Flood Extent Mapping.

Landon Dyken, Saugat Adhikari, Pravin Poudel, Steve Petruzza, Da Yan, Will Usher, Sidharth Kumar

CoRR, 2024

EvaNet: Elevation-Guided Flood Extent Mapping on Earth Imagery.

Mirza Tanzim Sami, Da Yan, Saugat Adhikari, Lyuheng Yuan, Jiao Han, Zhe Jiang, Jalal Khalil, Yang Zhou

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

G²-AIMD: A Memory-Efficient Subgraph-Centric Framework for Efficient Subgraph Finding on GPUs.

Lyuheng Yuan, Akhlaque Ahmad, Da Yan, Jiao Han, Saugat Adhikari, Xiaodong Yu, Yang Zhou

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

FSM-Explorer: An Interactive Tool for Frequent Subgraph Pattern Mining From a Big Graph.

Jalal Khalil, Da Yan, Lyuheng Yuan, Jiao Han, Saugat Adhikari, Cheng Long, Yang Zhou

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

DirDense: A Tool for Mining Dense Subgraphs from a Big Directed Graph.

Jalal Khalil, Akhlaque Ahmad, Da Yan, Lyuheng Yuan, Saugat Adhikari, Yang Zhou, Zhe Jiang

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

GeoAI for Natural Disaster Assessment.

Saugat Adhikari

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

Systems for Scalable Graph Analytics and Machine Learning: Trends and Methods.

Da Yan, Lyuheng Yuan, Akhlaque Ahmad, Saugat Adhikari

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

T-FSM: A Task-Based System for Massively Parallel Frequent Subgraph Pattern Mining from a Big Graph.

Lyuheng Yuan, Da Yan, Wenwen Qu, Saugat Adhikari, Jalal Khalil, Cheng Long, Xiaoling Wang

Proc. ACM Manag. Data, 2023

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

Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

2022

Realistic urban traffic simulation with ride-hailing services: a revisit to network kernel density estimation (systems paper).

Jalal Khalil, Da Yan, Lyuheng Yuan, Mostafa Jafarzadehfadaki, Saugat Adhikari, Virginia P. Sisiopiku, Zhe Jiang

Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022

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

Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022