Latest research projects, publications, and talks
Attention-augmented Spatio-Temporal Segmentation for Land Cover Mapping [preprint]
Posted
Rahul Ghosh (Ph.D. student), Praveen Ravirathinam, Xiaowei Jia (Ph.D. 2020), Chenxi Lin, Zhenong Jin, Vipin Kumar (professor)
Vehicle Emissions Prediction with Physics-Aware AI Models: Preliminary Results [preprint]
Posted
Harish Panneer Selvam, Yan Li (Ph.D. student), Pengyue Wang, William F Northrop, Shashi Shekhar (professor)
Secure Group Communication [thesis]
Posted
Michael L Schliep (Ph.D. 2021)
A method for benchmarking genetic screens reveals a predominant mitochondrial bias [journal]
Posted
Mahfuzur Rahman (Ph.D. student), Maximilian Billmann (post-doctoral associate), Michael Costanzo, Michael Aregger, Amy HY Tong, Katherine Chan, Henry N Ward, Kevin R Brown, Brenda J Andrews, Charles Boone, Jason Moffat, Chad L Myers (professor)
Molecular Systems Biology
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
State of Radiomics in Glioblastoma [journal]
Posted
Birra Taha, Daniel Boley (professor), Ju Sun (assistant professor), Clark C Chen
Neurosurgery
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)
Accelerated Training via Device Similarity in Federated Learning [conference paper]
Posted
Yuanli Wang (M.S. student), Joel Wolfrath (Ph.D. student), Nikhil Sreekumar (Ph.D. student), Dhruv Kumar (Ph.D. student), Abhishek Chandra (professor)
4th International Workshop on Edge Systems, Analytics and Networking
Supplementary Materials of A Review of Affective Computing Research Based on Function-Component-Representation Framework [dataset]
Posted
Haiwei Ma (Ph.D student), Svetlana Yarosh (associate professor)
Detection of Isocitrate Dehydrogenase Mutated Glioblastomas Through Anomaly Detection Analytics [journal]
Posted
Birra Taha, Taihui Li (Ph.D. student), Daniel Boley (professor), Clark C Chen, Ju Sun (assistant professor)
Neurosurgery