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Sikun Yang

Hierarchical-Graph-Structured Edge Partition Models for Learning Evolving Community Structure

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Nov 18, 2024
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On Your Mark, Get Set, Predict! Modeling Continuous-Time Dynamics of Cascades for Information Popularity Prediction

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Sep 25, 2024
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Scaling up Dynamic Edge Partition Models via Stochastic Gradient MCMC

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Feb 29, 2024
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Negative-Binomial Randomized Gamma Markov Processes for Heterogeneous Overdispersed Count Time Series

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Feb 29, 2024
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Poisson-Gamma Dynamical Systems with Non-Stationary Transition Dynamics

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Feb 26, 2024
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Dynamic Latent Graph-Guided Neural Temporal Point Processes

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Dec 26, 2023
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Learning Stochastic Dynamical Systems as an Implicit Regularization with Graph Neural Networks

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Jul 12, 2023
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Estimating Latent Population Flows from Aggregated Data via Inversing Multi-Marginal Optimal Transport

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Dec 30, 2022
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Collapsed Variational Inference for Nonparametric Bayesian Group Factor Analysis

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Sep 24, 2018
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