39 citations · 93 across the 13 of their papers we have counts for
4 papers · 1 filter
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…
Detection of Abnormal Input-Output Associations
Charmgil Hong, Siqi Liu, Milos Hauskrecht
We study a novel outlier detection problem that aims to identify abnormal input-output associations in data, whose instances consist of multi-dimensional input (context) and output…