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2020 – today
- 2025
[j9]Yutong Wang, Junheng Zhang, Ren Cao, Minhao Zou, Chun Guan, Siyang Leng
:
Robust graph contrastive learning with multi-hop views for node classification. Appl. Soft Comput. 171: 112783 (2025)- 2024
- [j8]Suzhen Guo, Chun Guan, Siyang Leng:
Enhancing Time Series Predictability via Structure-Aware Reservoir Computing. Adv. Intell. Syst. 6(11) (2024) - [j7]Zeqi Ren, Jianbo Yu, Jian Huang, Xiaofeng Yang, Siyang Leng, Yuping Liu, Shifu Yan:
Physically-guided temporal diffusion transformer for long-term time series forecasting. Knowl. Based Syst. 304: 112508 (2024) - [j6]Minhao Zou, Zhongxue Gan, Yutong Wang, Junheng Zhang, Dongyan Sui, Chun Guan, Siyang Leng:
UniG-Encoder: A universal feature encoder for graph and hypergraph node classification. Pattern Recognit. 147: 110115 (2024) - [i4]Jifan Shi, Yang Li, Juan Zhao, Siyang Leng, Kazuyuki Aihara, Luonan Chen, Wei Lin:
Deciphering interventional dynamical causality from non-intervention systems. CoRR abs/2407.01621 (2024) - [i3]Dongyan Sui, Weichen Cao, Stefan Vlaski, Chun Guan, Siyang Leng:
Non-Bayesian Social Learning with Multiview Observations. CoRR abs/2407.20770 (2024) - [i2]Shirui Bian, Zezhou Wang, Siyang Leng, Wei Lin, Jifan Shi:
Utilizing Causal Network Markers to Identify Tipping Points ahead of Critical Transition. CoRR abs/2412.16235 (2024) - 2023
- [j5]Ruizhi Cao, Chun Guan, Zhongxue Gan, Siyang Leng:
Reviving the Dynamics of Attacked Reservoir Computers. Entropy 25(3): 515 (2023) - [j4]Qianyi Chen, Wenyuan Shi, Dongyan Sui, Siyang Leng:
Distributed Consensus Algorithms in Sensor Networks with Higher-Order Topology. Entropy 25(8): 1200 (2023) - [j3]Zhihao Zuo, Ruizhi Cao, Zhongxue Gan, Jiawen Hou, Chun Guan, Siyang Leng:
Feedback coupling induced synchronization of neural networks. Neurocomputing 549: 126457 (2023) - [j2]Minhao Zou, Zhongxue Gan, Ruizhi Cao, Chun Guan, Siyang Leng:
Similarity-navigated graph neural networks for node classification. Inf. Sci. 633: 41-69 (2023) - [c3]Dongyan Sui, Chun Guan, Zhongxue Gan, Wei Lin, Siyang Leng:
Tuning Convergence Rate Via Non-Bayesian Social Learning: A Trade-Off Between Internal Belief and External Information. CDC 2023: 1381-1387 - [i1]Minhao Zou, Zhongxue Gan, Yutong Wang, Junheng Zhang, Dongyan Sui, Chun Guan, Siyang Leng:
UniG-Encoder: A Universal Feature Encoder for Graph and Hypergraph Node Classification. CoRR abs/2308.01650 (2023) - 2022
- [c2]Kangkang Chen, Zhongxue Gan, Siyang Leng, Chun Guan:
Deep Reinforcement Learning with Parametric Episodic Memory. IJCNN 2022: 1-7 - 2021
- [c1]Minhao Zou, Ziye Hu, Yuxiang Guan, Zhongxue Gan, Chun Guan, Siyang Leng:
Feature Adaption with Predicted Boxes for Oriented Object Detection in Aerial Images. PRICAI (3) 2021: 366-378 - 2020
- [j1]Siyang Leng, Kazuyuki Aihara:
Common stochastic inputs induce neuronal transient synchronization with partial reset. Neural Networks 128: 13-21 (2020)
Coauthor Index
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