185 citations · 778 across the 44 of their papers we have counts for
5 papers · 1 filter
Listening to Chaotic Whispers: A Deep Learning Framework for News-oriented Stock Trend Prediction
Ziniu Hu, Weiqing Liu, Jiang Bian +2
Stock trend prediction plays a critical role in seeking maximized profit from stock investment. However, precise trend prediction is very difficult since the highly volatile and no…
DeepCache: Principled Cache for Mobile Deep Vision
Mengwei Xu, Mengze Zhu, Yunxin Liu +2
We present DeepCache, a principled cache design for deep learning inference in continuous mobile vision. DeepCache benefits model execution efficiency by exploiting temporal locali…
Flexible Installability of Android Apps with App-level Virtualization based Decomposition
Yi Liu
With the popularity of smartphones, users are heavily dependent on mobile applications for daily work and entertainments. However, mobile apps are becoming more and more complicate…
Through a Gender Lens: Learning Usage Patterns of Emojis from Large-Scale Android Users
Zhenpeng Chen, Xuan Lu, Wei Ai +3
Based on a large data set of emoji using behavior collected from smartphone users over the world, this paper investigates gender-specific usage of emojis. We present various intere…
Mining Behavioral Patterns from Millions of Android Users
Xuanzhe Liu, Huoran Li, Xuan Lu +4
The prevalence of smart mobile devices has promoted the popularity of mobile applications (a.k.a. apps). Supporting mobility has become a promising trend in software engineering re…