Tyler Wilson

According to our database, Tyler Wilson authored at least 9 papers between 2018 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Beyond Point Prediction: Capturing Zero-Inflated & Heavy-Tailed Spatiotemporal Data with Deep Extreme Mixture Models.

Tyler Wilson, Andrew McDonald, Asadullah Hill Galib, Pang-Ning Tan, Lifeng Luo

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

DeepExtrema: A Deep Learning Approach for Forecasting Block Maxima in Time Series Data.

Asadullah Hill Galib, Andrew McDonald, Tyler Wilson, Lifeng Luo, Pang-Ning Tan

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

DeepGPD: A Deep Learning Approach for Modeling Geospatio-Temporal Extreme Events.

Tyler Wilson, Pang-Ning Tan, Lifeng Luo

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2020

Convolutional Methods for Predictive Modeling of Geospatial Data.

Tyler Wilson, Pang-Ning Tan, Lifeng Luo

Proceedings of the 2020 SIAM International Conference on Data Mining, 2020

Bursting the Filter Bubble: Fairness-Aware Network Link Prediction.

Farzan Masrour, Tyler Wilson, Heng Yan, Pang-Ning Tan, Abdol-Hossein Esfahanian

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Hierarchical LSTM Framework for Long-Term Sea Surface Temperature Forecasting.

Xi Liu, Tyler Wilson, Pang-Ning Tan, Lifeng Luo

Proceedings of the 2019 IEEE International Conference on Data Science and Advanced Analytics, 2019

You have been CAUTE!: early detection of compromised accounts on social media.

Courtland VanDam, Farzan Masrour, Pang-Ning Tan, Tyler Wilson

Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019

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

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

A Low Rank Weighted Graph Convolutional Approach to Weather Prediction.

Tyler Wilson, Pang-Ning Tan, Lifeng Luo

Proceedings of the IEEE International Conference on Data Mining, 2018