A Low Rank Weighted Graph Convolutional Approach to Weather Prediction. - Tyler Wilson; Pang-Ning Tan; Lifeng Luo (ICDM, 2018)

MUSCAT: Multi-Scale Spatio-Temporal Learning with Application to Climate Modeling. - Jianpeng Xu; Xi Liu; Tyler Wilson; Pang-Ning Tan; Pouyan Hatami; Lifeng Luo (IJCAI, 2018)

You have been CAUTE!: early detection of compromised accounts on social media. - Courtland VanDam; Farzan Masrour; Pang-Ning Tan; Tyler Wilson (ASONAM, 2019)

Hierarchical LSTM Framework for Long-Term Sea Surface Temperature Forecasting. - Xi Liu; Tyler Wilson; Pang-Ning Tan; Lifeng Luo (DSAA, 2019)

Bursting the Filter Bubble: Fairness-Aware Network Link Prediction. - Farzan Masrour; Tyler Wilson; Heng Yan; Pang-Ning Tan; Abdol-Hossein Esfahanian (AAAI, 2020)

Convolutional Methods for Predictive Modeling of Geospatial Data. - Tyler Wilson; Pang-Ning Tan; Lifeng Luo (SDM, 2020)

DeepGPD: A Deep Learning Approach for Modeling Geospatio-Temporal Extreme Events. - Tyler Wilson; Pang-Ning Tan; Lifeng Luo (AAAI, 2022)

DeepExtrema: A Deep Learning Approach for Forecasting Block Maxima in Time Series Data. - Asadullah Hill Galib; Andrew McDonald 003; Tyler Wilson; Lifeng Luo; Pang-Ning Tan (IJCAI, 2022)

Beyond Point Prediction: Capturing Zero-Inflated & Heavy-Tailed Spatiotemporal Data with Deep Extreme Mixture Models. - Tyler Wilson; Andrew McDonald 003; Asadullah Hill Galib; Pang-Ning Tan; Lifeng Luo (KDD, 2022)