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Xin-Ya Zhang

2 accepted papers

2023

Attentive Transfer Entropy to Exploit Transient Emergence of Coupling Effect

NeurIPS 2023spotlight

We consider the problem of reconstructing coupled networks (e.g., biological neural networks) connecting large numbers of variables (e.g.,nerve cells), of which state evolution is governed by dissipative dynamics consisting of strong self-drive (dominants the evolution) and weak coupling-drive. The…

Cited by 3SourcePDFScholar
2023

Inferring Patient Zero on Temporal Networks via Graph Neural Networks

AAAI 2023technical

The world is currently seeing frequent local outbreaks of epidemics, such as COVID-19 and Monkeypox. Preventing further propagation of the outbreak requires prompt implementation of control measures, and a critical step is to quickly infer patient zero. This backtracking task is challenging for two…

Cited by 14SourcePDFScholar