Latest research projects, publications, and talks
Graph InfoClust: Leveraging cluster-level node information for unsupervised graph representation learning [preprint]
Posted
Costas Mavromatis (Ph.D. student), George Karypis (professor)
Tile scheduler for viewport-adaptive panoramic video streaming [patent]
Posted
Bo Han, Peshala Pahalawatta, Vijay Gopalakrishnan, Feng Qian (assistant professor)
Classification of highly-skewed data [patent]
Posted
Vipin Kumar (professor), Varun Mithal (Ph.D. 2016), Guruprasad Nayak (Ph.D. 2019), Ankush Khandelwal (Ph.D. 2019)
Analyzing Trajectory Gaps for Possible Rendezvous: A Summary of Results [conference paper]
Posted
Arun Sharma (Ph.D. student), Xun Tang (Ph.D. student), Jayant Gupta (Ph.D. student), Majid Farhadloo (Ph.D. student), Shashi Shekhar (professor)
11th International Conference on Geographic Information Science
A unified framework for robust and efficient hotspot detection in smart cities [journal]
Posted
Yiqun Xie (Ph.D. student), Shashi Shekhar (professor)
ACM Transactions on Data Science
Physics-guided energy-efficient path selection using on-board diagnostics data [journal]
Posted
Yan Li (Ph.D. student), Pratik Kotwal (M.S. student), Pengyue Wang, Yiqun Xie (Ph.D. student), Shashi Shekhar (professor), William Northrop
ACM Transactions on Data Science
Understanding the Security Risks of Docker Hub [conference paper]
Posted
Peiyu Liu, Shouling Ji, Lirong Fu, Kangjie Lu (assistant professor), Xuhong Zhang, Wei-Han Lee, Tao Lu, Wenzhi Chen, Raheem Beyah
European Symposium on Research in Computer Security
Semantic Segmentation of Underwater Imagery: Dataset and Benchmark [preprint]
Posted
Md Jahidul Islam (Ph.D student), Chelsey Edge (Ph.D. student), Yuyang Xiao (undergraduate research assistant), Peigen Luo (undergraduate research assistant), Muntaqim Mehtaz (undergraduate research assistant), Christopher Morse (undergraduate research assistant), Sadman Sakib Enan (Ph.D. student), Junaed Sattar (assistant professor)
Accepted for publication in the IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2020
Automated markerless pose estimation in freely moving macaques with OpenMonkeyStudio [journal]
Posted
Praneet C Bala (Ph.D. student), Benjamin R Eisenreich, Seng Bum Michael Yoo, Benjamin Y Hayden, Hyun Soo Park (assistant professor), Jan Zimmermann
Nature Communications
Process guided machine learning for water temperature prediction [research project]
Posted
Jeffrey M Peterson, Vipin Kumar (professor), Michael Steinbach (researcher)
U.S. Geological Survey