16 citations · 51 across the 7 of their papers we have counts for
7 papers
MLOS: An Infrastructure for Automated Software Performance Engineering
Carlo Curino, Neha Godwal, Brian Kroth +9
Developing modern systems software is a complex task that combines business logic programming and Software Performance Engineering (SPE). The later is an experimental and labor-int…
Sentiment Analysis of Yelp Reviews: A Comparison of Techniques and Models
Siqi Liu
We use over 350,000 Yelp reviews on 5,000 restaurants to perform an ablation study on text preprocessing techniques. We also compare the effectiveness of several machine learning a…
Line Artist: A Multiple Style Sketch to Painting Synthesis Scheme
Jinning Li, Siqi Liu, Mengyao Cao
Drawing a beautiful painting is a dream of many people since childhood. In this paper, we propose a novel scheme, Line Artist, to synthesize artistic style paintings with freehand…
3D Anisotropic Hybrid Network: Transferring Convolutional Features from 2D Images to 3D Anisotropic Volumes
Siqi Liu, Daguang Xu, S. Kevin Zhou +7
While deep convolutional neural networks (CNN) have been successfully applied for 2D image analysis, it is still challenging to apply them to 3D anisotropic volumes, especially whe…
On the Competition Complexity of Dynamic Mechanism Design
Siqi Liu, Christos-Alexandros Psomas
The Competition Complexity of an auction measures how much competition is needed for the revenue of a simple auction to surpass the optimal revenue. A classic result from auction t…
The Location-Allocation Model for Multi-Classification-Yard Location Problem in a Railway Network
Boliang Lin
Classification yards are crucial nodes of railway freight transportation network, which plays a vital role in car flow reclassification and new train formation. Generally, a modern…