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Explain Influence Maximization with Sobol Indices
A lightweigted model for modeling and utilizing higher-order relation in seeds.
Zonghan Zhang, Zhiqian Chen
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Explain Influence Maximization with Sobol Indices
Graph Convolutional Networks with Kalman Filtering for Traffic Prediction
Use Kalman filtering to handle uncertainty.
Fanglan Chen, Zhiqian Chen, Subhodip Biswas, Shuo Lei, Naren Ramakrishnan, Chang-Tien Lu
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Graph Convolutional Networks with Kalman Filtering for Traffic Prediction
Estimating the Circuit De-obfuscation Runtime based on Graph Deep Learning
Ues graph neural network to model circuit, and predict its encryption attribute.
Zhiqian Chen, Gaurav Kolhe, Setareh Rafatirad, Chang-Tien Lu, Sai Manoj PD, Houman Homayoun, Liang Zhao
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Estimating the Circuit De-obfuscation Runtime based on Graph Deep Learning
StreetNet: Preference Learning with Convolutional Neural Network on Urban Crime Perception
Use streetview to predict the crime statistics.
Kaiqun Fu, Zhiqian Chen, Chang-Tien Lu
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StreetNet: Preference Learning with Convolutional Neural Network on Urban Crime Perception
Learning to Fuse Music Genres with Generative Adversarial Dual Learning
Make new music with GAN!
Zhiqian Chen, Chih-Wei Wu, Yen-Cheng Lu, Alexander Lerch, Chang-Tien Lu
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Learning to Fuse Music Genres with Generative Adversarial Dual Learning