- 2017 PNAS: A study of problems encountered in Granger causality analysis from a neuroscience perspective
- 2018 arXiv: Neural Granger Causality for Nonlinear Time Series
- 2018 AI: Discovering Granger-Causal Features from Deep Learning Networks
- 2019 EMBC: Recurrent neural networks for reconstructing complex directed brain connectivity
- 2019 ICDM: Bi-Directional Causal Graph Learning through Weight-sharing and Low-rank Neural Network
- 2019 CIKM: Scalable Causal Graph Learning through a Deep Neural Network
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