Projects

Higher-order Relation in Seeds
How remote seeds can implicitly ``interact’’ with each other in the influence maximization problem?
Zonghan Zhang, 陈枳扦
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Higher-order Relation in Seeds
An Unified Framework for Graphs
Is there an unfying framework for all types of graphs, including spectral and spatial, also, directed, higher-order, and dynamic graphs?
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An Unified Framework for Graphs
Graph Bayesian Optimization
How to conduct Bayesian optimization over graph problems so as to reduce data use?
Graph Bayesian Optimization
Machine Learning for Computer Scientists and Data Analysts: From an Applied Perspective
A textbook for practitioners and students in computer science and data analysis
Setareh Rafatirad, Houman Homayoun, Zhiqian Chen, Sai Manoj Pudukotai Dinakarrao
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Machine Learning for Computer Scientists and Data Analysts: From an Applied Perspective
Graph Learning with Kalman Filtering
Use Kalman filtering to handle uncertainty.
Fanglan Chen, 陈枳扦, Subhodip Biswas, Shuo Lei, Naren Ramakrishnan, Chang-Tien Lu
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Graph Learning with Kalman Filtering
Graph Learning on Circuits
Ues graph neural network to model circuit, and predict its encryption attribute.
陈枳扦, Gaurav Kolhe, Setareh Rafatirad, Chang-Tien Lu, Sai Manoj PD, Houman Homayoun, Liang Zhao
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Graph Learning on Circuits
Graph Learning on Street Views
Use streetview to predict the crime statistics.
Kaiqun Fu, 陈枳扦, Chang-Tien Lu
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Graph Learning on Street Views
Use GAN to Fuse Music Genres
Make new music with GAN!
陈枳扦, Chih-Wei Wu, Yen-Cheng Lu, Alexander Lerch, Chang-Tien Lu
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Use GAN to Fuse Music Genres