Shuai Xiao

Modeling the Intensity Function of Point Process Via Recurrent Neural Networks

Shuai Xiao, Junchi Yan, Xiaokang Yang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2017 · 204 citations · Full text

Intensity Function, Engineering, Machine Learning +17

Learning Time Series Associated Event Sequences With Recurrent Point Process Networks

Shuai Xiao, Junchi Yan, Mehrdad Farajtabar et al. · IEEE Transactions on Neural Networks and Learning Systems · 2019 · 92 citations

Natural Language Processing, Real-world Sequential Data, Sequence Modelling +13

On modeling and predicting individual paper citation count over time

Shuai Xiao, Junchi Yan, Changsheng Li et al. · International Joint Conference on Artificial Intelligence · 2016 · 72 citations

Engineering, Bibliometrics, Citation Count +18

Wasserstein Learning of Deep Generative Point Process Models

Shuai Xiao, Mehrdad Farajtabar, Xiaojing Ye et al. · arXiv (Cornell University) · 2017 · 61 citations · Full text

Engineering, Machine Learning, Data Science +14

Learning Temporal Point Processes via Reinforcement Learning

Shuang Li, Shuai Xiao, Shixiang Zhu et al. · arXiv (Cornell University) · 2018 · 54 citations · Full text

Artificial Intelligence, Social Goods, Engineering +14