71 citations · 132 across the 4 of their papers we have counts for
5 papers
Road Grade Estimation Using Crowd-Sourced Smartphone Data
Abhishek Gupta, Shaohan Hu, Weida Zhong +3
Estimates of road grade/slope can add another dimension of information to existing 2D digital road maps. Integration of road grade information will widen the scope of digital map's…
A Cloud Native Platform for Stateful Streaming
Scott Schneider, Xavier Guerin, Shaohan Hu +1
We present the architecture of a cloud native version of IBM Streams, with Kubernetes as our target platform. Streams is a general purpose streaming system with its own platform fo…
A Domain-agnostic, Noise-resistant, Hardware-efficient Evolutionary Variational Quantum Eigensolver
Arthur G. Rattew, Shaohan Hu, Marco Pistoia +2
Variational quantum algorithms have shown promise in numerous fields due to their versatility in solving problems of scientific and commercial interest. However, leading algorithms…
STFNets: Learning Sensing Signals from the Time-Frequency Perspective with Short-Time Fourier Neural Networks
Shuochao Yao, Ailing Piao, Wenjun Jiang +10
Recent advances in deep learning motivate the use of deep neural networks in Internet-of-Things (IoT) applications. These networks are modelled after signal processing in the human…
Multi-scale Neural Networks for Retinal Blood Vessels Segmentation
Boheng Zhang, Shenglei Huang, Shaohan Hu
Existing supervised approaches didn't make use of the low-level features which are actually effective to this task. And another deficiency is that they didn't consider the relation…