13 citations · 26 across the 3 of their papers we have counts for
3 papers
cs.DB2023
Multi-Relational Algebra for Multi-Granular Data Analytics
Xi Wu, Eugene Wu, Zichen Zhu +2
In modern data analytics, analysts frequently face the challenge of searching for desirable entities by evaluating, for each entity, a collection of its feature relations to derive…
cs.LG2017★ 13 cited
Tuple-oriented Compression for Large-scale Mini-batch Stochastic Gradient Descent
Fengan Li, Lingjiao Chen, Yijing Zeng +4
Data compression is a popular technique for improving the efficiency of data processing workloads such as SQL queries and more recently, machine learning (ML) with classical batch…
cs.GR2014★ 13 cited
Interactive Visual Exploration of Halos in Large Scale Cosmology Simulation
Guihua Shan, Maojin Xie, FengAn Li +2
Halo is one of the most important basic elements in cosmology simulation, which merges from small clumps to ever larger objects. The processes of the birth and merging of the halos…