51 citations · 120 across the 9 of their papers we have counts for
9 papers
Curvature Regularization to Prevent Distortion in Graph Embedding
Hongbin Pei, Bingzhe Wei, Kevin Chen-Chuan Chang +2
Recent research on graph embedding has achieved success in various applications. Most graph embedding methods preserve the proximity in a graph into a manifold in an embedding spac…
Learning Optimal Data Augmentation Policies via Bayesian Optimization for Image Classification Tasks
Chunxu Zhang, Jiaxu Cui, Bo Yang
In recent years, deep learning has achieved remarkable achievements in many fields, including computer vision, natural language processing, speech recognition and others. Adequate…
Deep Neural Architecture Search with Deep Graph Bayesian Optimization
Lizheng Ma, Jiaxu Cui, Bo Yang
Bayesian optimization (BO) is an effective method of finding the global optima of black-box functions. Recently BO has been applied to neural architecture search and shows better p…
Understanding the Spatial and Temporal Activity Patterns of Subway Mobility Flows
Zhanwei Du, Bo Yang, Jiming Liu
In urban transportation systems, mobility flows in the subway system reflect the spatial and temporal dynamics of working days. To investigate the variability of mobility flows, we…
Randomization Improving Online Time-Sensitive Revenue Maximization for Green Data Centers
Huangxin Wang, Jean X. Zhang, Bo Yang +1
Green data centers have become more and more popular recently due to their sustainability. The resource management module within a green data center, which is in charge of dispatch…
Fast Complex Network Clustering Algorithm Using Agents
Di Jin, Dayou Liu, Bo Yang +1
Recently, the sizes of networks are always very huge, and they take on distributed nature. Aiming at this kind of network clustering problem, in the sight of local view, this paper…