Siyang Leng

Detection for disease tipping points by landscape dynamic network biomarkers

Xiaoping Liu, Xiao Chang, Siyang Leng et al. · National Science Review · 2018 · 123 citations · Full text

Partial cross mapping eliminates indirect causal influences

Siyang Leng, Huanfei Ma, Jürgen Kurths et al. · Nature Communications · 2020 · 107 citations · Full text

Randomly distributed embedding making short-term high-dimensional data predictable

Huanfei Ma, Siyang Leng, Kazuyuki Aihara et al. · Proceedings of the National Academy of Sciences · 2018 · 92 citations · Full text

Closed-Loop Control of Complex Networks: A Trade-Off between Time and Energy

Yongzheng Sun, Siyang Leng, Ying‐Cheng Lai et al. · Physical Review Letters · 2017 · 89 citations · Full text

Engineering, Networked Control, Stem Cell Differentiation +16

Similarity-navigated graph neural networks for node classification

Minhao Zou, Zhongxue Gan, Ruizhi Cao et al. · Information Sciences · 2023 · 64 citations · Full text

Graph Neural Networks, Network Science, Graph Theory +14