107 citations · 117 across the 3 of their papers we have counts for
3 papers
cs.DB2021★ 1 cited
Scalable Relational Query Processing on Big Matrix Data
Yongyang Yu, Mingjie Tang, Walid G. Aref
The use of large-scale machine learning methods is becoming ubiquitous in many applications ranging from business intelligence to self-driving cars. These methods require a complex…
cs.DB2019★ 9 cited
LocationSpark: In-memory Distributed Spatial Query Processing and Optimization
Mingjie Tang, Yongyang Yu, Walid G. Aref +3
Due to the ubiquity of spatial data applications and the large amounts of spatial data that these applications generate and process, there is a pressing need for scalable spatial q…
math.NA2014★ 107 cited
Multilinear PageRank
David F. Gleich, Lek-Heng Lim, Yongyang Yu
In this paper, we first extend the celebrated PageRank modification to a higher-order Markov chain. Although this system has attractive theoretical properties, it is computationall…