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06/01/2023
Reconstructing Graph Diffusion History from a Single Snapshot
Diffusion on graphs is ubiquitous with numerous high-impact applications...
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05/29/2023
Networked Time Series Imputation via Position-aware Graph Enhanced Variational Autoencoders
Multivariate time series (MTS) imputation is a widely studied problem in...
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10/31/2020
MAD-VAE: Manifold Awareness Defense Variational Autoencoder
Although deep generative models such as Defense-GAN and Defense-VAE have...
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08/17/2020
Learning Interpretable Representation for Controllable Polyphonic Music Generation
While deep generative models have become the leading methods for algorit...
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06/09/2019