Latest research projects, publications, and talks
Leveraging Human Attention in Novel Object Captioning [conference paper]
Posted
Xianyu Chen (Ph.D. student), Ming Jiang (postdoctoral associate), Qi Zhao (associate professor)
30th International Joint Conference on Artificial Intelligence (IJCAI)
“The Algorithm Will See You Now”: The Role of Artificial (and Real) Intelligence in the Future of Urology [journal]
Posted
Nicholas Heller (Ph.D. student), Christopher Weight
European Urology Focus
The Growing Role for Semantic Segmentation in Urology [journal]
Posted
Jack Rickman (undergraduate student researcher), Griffin Struyk, Benjamin Simpson, Benjamin C Byun, Nikolaos Papanikolopoulos (professor)
European Urology Focus
What is special about spatial data science and Geo-AI? [conference keynote]
Posted
Shashi Shekhar (professor)
2nd ACM SIGKDD Workshop on Deep Learning for Spatiotemporal Data, Applications, and Systems (DEEPSPATIAL 2021)
A Demonstration of QARTA: An ML-based System for Accurate Map Services [conference paper]
Posted
Sofiane Abbar, Rade Stanojevic, Mashaal Musleh (Ph.D. student), Mohamed ElShrif, Mohamed Mokbel (professor)
47th International Conference on Very Large Data Bases (VLDB 2021)
QARTA: An ML-based System for Accurate Map Services [conference paper]
Posted
Mashaal Musleh (Ph.D. student), Sofane Abbar, Rade Stanojevic, Mohamed Mokbel (professor)
47th International Conference on Very Large Data Bases (VLDB 2021)
Weakly Supervised Classification Using Group-Level Labels [preprint]
Posted
Guruprasad Nayak (Ph.D. 2020), Rahul Ghosh (Ph.D. student), Xiaowei Jia (Ph.D. 2020), Vipin Kumar (professor)
NVLSM: A Persistent Memory Key-Value Store Using Log-Structured Merge Tree with Accumulative Compaction [journal]
Posted
Baoquan Zhang (Ph.D. 2020), David HC Du (professor)
ACM Transactions on Storage (TOS)
Clustering augmented Self-Supervised Learning: An application to Land Cover Mapping [conference paper]
Posted
Rahul Ghosh (Ph.D. student), Xiaowei Jia (Ph.D. 2020), Chenxi Lin, Zhenong Jin, Vipin Kumar (professor)
2nd ACM SIGKDD Workshop on Deep Learning for Spatiotemporal Data, Applications, and Systems (DEEPSPATIAL 2021)
SRNet: A spatial-relationship aware point-set classification method for multiplexed pathology images [conference paper]
Posted
Yan Li (Ph.D. student), Majid Farhadloo (Ph.D. student), Santhoshi Krishnan, Timothy L Frankel, Shashi Shekhar (professor), Arvind Rao
2nd ACM SIGKDD Workshop on Deep Learning for Spatiotemporal Data, Applications, and Systems (DEEPSPATIAL 2021)