Attentive Transfer Entropy to Exploit Transient Emergence of Coupling Effect

Xiaolei Ru,Xin-Ya Zhang,Zijia Liu,Jack Murdoch Moore,Gang Yan

NIPS. 2024-02-13.

Universal structural patterns in sparse recurrent neural networks

Xin-Jie Zhang,Jack Murdoch Moore,Gang Yan,Xiang Li

Communications Physics. 2023-09-08. 10.1038/s42005-023-01364-0

Inferring patient zero on temporal networks via graph neural networks

Ting-Xiaolei Ru,Jack Murdoch Moore,Xin-Ya Zhang,Yeting Zeng,Gang Yan

AAAI 2023-06-26. 10.1609/aaai.v37i8.26152

Autonomous inference of complex network dynamics from incomplete and noisy data

Ting-Ting Gao, Gang Yan

Nature Computational Science. 2022-03-24. 10.1038/s43588-022-00255-8