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Siyang Leng
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Cited by
Year
Detection for disease tipping points by landscape dynamic network biomarkers
X Liu, X Chang, S Leng, H Tang, K Aihara, L Chen
National Science Review 6 (4), 775-785, 2019
872019
Closed-loop control of complex networks: A trade-off between time and energy
YZ Sun, SY Leng, YC Lai, C Grebogi, W Lin
Physical review letters 119 (19), 198301, 2017
752017
Randomly distributed embedding making short-term high-dimensional data predictable
H Ma, S Leng, K Aihara, W Lin, L Chen
Proceedings of the National Academy of Sciences 115 (43), E9994-E10002, 2018
722018
Partial cross mapping eliminates indirect causal influences
S Leng, H Ma, J Kurths, YC Lai, W Lin, K Aihara, L Chen
Nature communications 11 (1), 2632, 2020
702020
Basin stability in delayed dynamics
S Leng, W Lin, J Kurths
Scientific reports 6 (1), 21449, 2016
542016
Detection of time delays and directional interactions based on time series from complex dynamical systems
H Ma, S Leng, C Tao, X Ying, J Kurths, YC Lai, W Lin
Physical Review E 96 (1), 012221, 2017
442017
Reconstructing directional causal networks with random forest: Causality meeting machine learning
S Leng, Z Xu, H Ma
Chaos: An Interdisciplinary Journal of Nonlinear Science 29 (9), 2019
272019
Data-based prediction and causality inference of nonlinear dynamics
H Ma, S Leng, L Chen
Science China Mathematics 61, 403-420, 2018
262018
Similarity-navigated graph neural networks for node classification
M Zou, Z Gan, R Cao, C Guan, S Leng
Information Sciences 633, 41-69, 2023
172023
Embedding theory of reservoir computing and reducing reservoir network using time delays
XY Duan, X Ying, SY Leng, J Kurths, W Lin, HF Ma
Physical Review Research 5 (2), L022041, 2023
162023
Continuity scaling: A rigorous framework for detecting and quantifying causality accurately
X Ying, SY Leng, HF Ma, Q Nie, YC Lai, W Lin
Research, 2022
132022
Common stochastic inputs induce neuronal transient synchronization with partial reset
S Leng, K Aihara
Neural Networks 128, 13-21, 2020
102020
Closed-loop control of higher-order complex networks: Finite-time and pinning strategies
X Qiu, L Yang, C Guan, S Leng
Chaos, Solitons & Fractals 173, 113677, 2023
72023
Conditional cross-map-based technique: From pairwise dynamical causality to causal network reconstruction
L Yang, W Lin, S Leng
Chaos: An Interdisciplinary Journal of Nonlinear Science 33 (6), 2023
32023
UniG-Encoder: A universal feature encoder for graph and hypergraph node classification
M Zou, Z Gan, Y Wang, J Zhang, D Sui, C Guan, S Leng
Pattern Recognition 147, 110115, 2024
22024
Feedback coupling induced synchronization of neural networks
Z Zuo, R Cao, Z Gan, J Hou, C Guan, S Leng
Neurocomputing 549, 126457, 2023
22023
Reviving the Dynamics of Attacked Reservoir Computers
R Cao, C Guan, Z Gan, S Leng
Entropy 25 (3), 515, 2023
22023
Deep Reinforcement Learning with Parametric Episodic Memory
K Chen, Z Gan, S Leng, C Guan
2022 International Joint Conference on Neural Networks (IJCNN), 1-7, 2022
22022
Feature Adaption with Predicted Boxes for Oriented Object Detection in Aerial Images
M Zou, Z Hu, Y Guan, Z Gan, C Guan, S Leng
PRICAI 2021: Trends in Artificial Intelligence: 18th Pacific Rim …, 2021
22021
Tuning Convergence Rate via Non-Bayesian Social Learning: A Trade-Off between Internal Belief and External Information
D Sui, C Guan, Z Gan, W Lin, S Leng
2023 62nd IEEE Conference on Decision and Control (CDC), 1381-1387, 2023
12023
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