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Graph Pooling with Node Proximity for Hierarchical Representation Learning
Graph neural networks have attracted wide attentions to enable represent...
06/19/2020 ∙ by Xing Gao, et al. ∙
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Explore Training of Deep Convolutional Neural Networks on Battery-powered Mobile Devices: Design and Application
The fast-growing smart applications on mobile devices leverage pre-train...
05/26/2020 ∙ by Cong Wang, et al. ∙
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Spatial-Temporal Transformer Networks for Traffic Flow Forecasting
Traffic forecasting has emerged as a core component of intelligent trans...
01/09/2020 ∙ by Mingxing Xu, et al. ∙
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Online Bagging for Anytime Transfer Learning
Transfer learning techniques have been widely used in the reality that i...
10/20/2019 ∙ by Guokun Chi, et al. ∙
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Evolutionary Dynamic Multi-objective Optimization Via Regression Transfer Learning
Dynamic multi-objective optimization problems (DMOPs) remain a challenge...
10/19/2019 ∙ by Zhengzhong Wang, et al. ∙
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Solving Dynamic Multi-objective Optimization Problems Using Incremental Support Vector Machine
The main feature of the Dynamic Multi-objective Optimization Problems (D...
10/19/2019 ∙ by Weizhen Hu, et al. ∙
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Simple and Effective Text Matching with Richer Alignment Features
In this paper, we present a fast and strong neural approach for general ...
08/01/2019 ∙ by Runqi Yang, et al. ∙
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iPool -- Information-based Pooling in Hierarchical Graph Neural Networks
With the advent of data science, the analysis of network or graph data h...
07/01/2019 ∙ by Xing Gao, et al. ∙
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AliMe Assist: An Intelligent Assistant for Creating an Innovative E-commerce Experience
We present AliMe Assist, an intelligent assistant designed for creating ...
01/12/2018 ∙ by Feng-Lin Li, et al. ∙
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