Tyler Wilson

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 10

Top Topics

Weather Prediction

Weakly Supervised

Top Venues

Publications

Tyler Wilson, Pang-Ning Tan, Lifeng Luo
DeepGPD: A Deep Learning Approach for Modeling Geospatio-Temporal Extreme Events. AAAI (2022)
Tyler Wilson, Andrew McDonald, Asadullah Hill Galib, Pang-Ning Tan, Lifeng Luo
Beyond Point Prediction: Capturing Zero-Inflated & Heavy-Tailed Spatiotemporal Data with Deep Extreme Mixture Models. KDD (2022)
Asadullah Hill Galib, Andrew McDonald, Tyler Wilson, Lifeng Luo, Pang-Ning Tan
DeepExtrema: A Deep Learning Approach for Forecasting Block Maxima in Time Series Data. CoRR (2022)
Asadullah Hill Galib, Andrew McDonald, Tyler Wilson, Lifeng Luo, Pang-Ning Tan
DeepExtrema: A Deep Learning Approach for Forecasting Block Maxima in Time Series Data. IJCAI (2022)
Farzan Masrour, Tyler Wilson, Heng Yan, Pang-Ning Tan, Abdol-Hossein Esfahanian
Bursting the Filter Bubble: Fairness-Aware Network Link Prediction. AAAI (2020)
Tyler Wilson, Pang-Ning Tan, Lifeng Luo
Convolutional Methods for Predictive Modeling of Geospatial Data. SDM (2020)
Xi Liu, Tyler Wilson, Pang-Ning Tan, Lifeng Luo
Hierarchical LSTM Framework for Long-Term Sea Surface Temperature Forecasting. DSAA (2019)
Courtland VanDam, Farzan Masrour, Pang-Ning Tan, Tyler Wilson
You have been CAUTE!: early detection of compromised accounts on social media. ASONAM (2019)
Tyler Wilson, Pang-Ning Tan, Lifeng Luo
A Low Rank Weighted Graph Convolutional Approach to Weather Prediction. ICDM (2018)
Jianpeng Xu, Xi Liu, Tyler Wilson, Pang-Ning Tan, Pouyan Hatami, Lifeng Luo
MUSCAT: Multi-Scale Spatio-Temporal Learning with Application to Climate Modeling. IJCAI (2018)