Latest research projects, publications, and talks
Toward Large-Scale Mapping of Tree Crops with High-Resolution Satellite Imagery and Deep Learning Algorithms: A Case Study of Olive Orchards in Morocco [journal]
Posted
Chenxi Lin, Zhenong Jin, David Mulla, Rahul Ghosh (Ph.D. student), Kaiyu Guan, Vipin Kumar (professor), Yaping Cai
Remote Sensing
Physics-Guided Recurrent Graph Model for Predicting Flow and Temperature in River Networks [journal]
Posted
Xiaowei Jia (Ph.D. 2020), Jacob Zwart, Jeffrey Sadler, Alison Appling, Samantha Oliver, Steven Markstrom, Jared Willard (Ph.D. student), Shaoming Xu (Ph.D. student), Michael Steinbach (researcher), Jordan Read, Vipin Kumar (professor)
Proceedings of the 2021 SIAM International Conference on Data Mining (SDM)
Wetland Mapping Using Spatial Variability Aware Neural Networks (SVANN) [talk]
Posted
Gaoxiang Luo (undergraduate research assistant), Jayant Gupta (Ph.D. student), Shashi Shekhar (professor)
Virtual Undergraduate Research Symposium
Flight data anomaly detection and diagnosis with variable association change [conference paper]
Posted
Sijie He (Ph.D. student), Hao Huang, Shinjae Yoo, Weizhong Yan, Feng Xue, Tianyi Wang, Chenxiao Xu
36th Annual ACM Symposium on Applied Computing
Traffic routing in the ever-changing city of Doha [journal]
Posted
Sofiane Abbar, Rade Stanojevic, Shadab Mustafa, Mohamed Mokbel (professor)
Communications of the ACM
Statistically-Robust Clustering Techniques for Mapping Spatial Hotspots: A Survey [preprint]
Posted
Yiqun Xie (Ph.D. 2020), Shashi Shekhar (professor), Yan Li (Ph.D. 2020)
IACN: Influence-aware and Attention-based Co-evolutionary Network for Recommendation [preprint]
Posted
Shalini Pandey (Ph.D. student), George Karypis (professor), Jaideep Srivasatava (professor)
Gerrymandering Risk in Metrics of Income Inequality: Preliminary Results [conference paper]
Posted
Jayant Gupta (Ph.D. student), Alexander Long (M.S. student), Shashi Shekhar (professor)
ACM Conference on Fairness, Accountability, and Transparency (FAccT)
Land Cover Mapping in Limited Labels Scenario: A Survey [preprint]
Posted
Rahul Ghosh (Ph.D. student), Xiaowei Jia (Ph.D. 2020), Vipin Kumar (professor)
Experiments with Rich Regime Training for Deep Learning [preprint]
Posted
Xinyan Li (Ph.D. student), Arindam Banerjee (adjunct professor)