22 citations · 39 across the 6 of their papers we have counts for
6 papers
Bandit Samplers for Training Graph Neural Networks
Ziqi Liu, Zhengwei Wu, Zhiqiang Zhang +4
Several sampling algorithms with variance reduction have been proposed for accelerating the training of Graph Convolution Networks (GCNs). However, due to the intractable computati…
Belief dynamics extraction
Arun Kumar, Zhengwei Wu, Xaq Pitkow +1
Animal behavior is not driven simply by its current observations, but is strongly influenced by internal states. Estimating the structure of these internal states is crucial for un…
Inverse Rational Control: Inferring What You Think from How You Forage
Zhengwei Wu, Paul Schrater, Xaq Pitkow
Complex behaviors are often driven by an internal model, which integrates sensory information over time and facilitates long-term planning. Inferring an agent's internal model is a…
Measuring Economic Activities of China with Mobile Big Data
Lei Dong, Sicong Chen, Yunsheng Cheng +3
Emerging trends in smartphones, online maps, social media, and the resulting geo-located data, provide opportunities to collect traces of people's socio-economical activities in a…
Store Location Selection via Mining Search Query Logs of Baidu Maps
Mengwen Xu, Tianyi Wang, Zhengwei Wu +3
Choosing a good location when opening a new store is crucial for the future success of a business. Traditional methods include offline manual survey, which is very time consuming,…
Laplacian Spectral Properties of Graphs from Random Local Samples
Zhengwei Wu, Victor M. Preciado
The Laplacian eigenvalues of a network play an important role in the analysis of many structural and dynamical network problems. In this paper, we study the relationship between th…