Siyang Leng

25 papers B 2Misc 1Journal 18Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Multi-head graph contrastive learning with hop augmentation for node classification.
Pattern Recognit.
Minhao Zou, Yutong Wang, Xiaofeng Meng, Zhongxue Gan, Chun Guan, Siyang Leng
2026 J jnl
Socially Inspired Adaptive Framework for Distributed Online Inference.
IEEE Trans. Netw. Sci. Eng.
Dongyan Sui, Yufei Liu, Siyang Leng
2025 — conf
Decentralized Hidden Markov Modeling with Equal Exit Probabilities.
EUSIPCO
Dongyan Sui, Haitian Zheng, Siyang Leng, Stefan Vlaski
2025 J jnl
Decentralized Hidden Markov Modeling with Equal Exit Probabilities.
CoRR
Dongyan Sui, Haitian Zheng, Siyang Leng, Stefan Vlaski
2025 B conf
Enhancing Node Classification on Graphs via Stepwise Diffusion Contrastive Learning.
IJCNN
Junheng Zhang, Yutong Wang, Ren Cao, Minhao Zou, Siyang Leng, Chun Guan
2025 J jnl
Hidden Markov Model Filtering with Equal Exit Probabilities.
CoRR
Dongyan Sui, Haotian Pu, Siyang Leng, Stefan Vlaski
2025 Misc conf
Multi-hop Self-augmented Graph Contrastive Learning for Node Classification.
ICASSP
Yutong Wang, Xiaofeng Meng, Minhao Zou, Siyang Leng
2025 J jnl
Robust graph contrastive learning with multi-hop views for node classification.
Appl. Soft Comput.
Yutong Wang, Junheng Zhang, Ren Cao, Minhao Zou, Chun Guan, Siyang Leng
2025 J jnl
Topology-preserving and structure-aware (hyper)graph contrastive learning for node classification.
Appl. Intell.
Minhao Zou, Zhongxue Gan, Yutong Wang, Junheng Zhang, Chun Guan, Siyang Leng
2024 J jnl
Deciphering interventional dynamical causality from non-intervention systems.
CoRR
Jifan Shi, Yang Li, Juan Zhao, Siyang Leng, Kazuyuki Aihara, Luonan Chen, Wei Lin
2024 J jnl
Enhancing Time Series Predictability via Structure-Aware Reservoir Computing.
Adv. Intell. Syst.
Suzhen Guo, Chun Guan, Siyang Leng
2024 — conf
Non-Bayesian Social Learning with Multiview Observations.
CDC
Dongyan Sui, Weichen Cao, Stefan Vlaski, Chun Guan, Siyang Leng
2024 J jnl
Non-Bayesian Social Learning with Multiview Observations.
CoRR
Dongyan Sui, Weichen Cao, Stefan Vlaski, Chun Guan, Siyang Leng
2024 J jnl
Physically-guided temporal diffusion transformer for long-term time series forecasting.
Knowl. Based Syst.
Zeqi Ren, Jianbo Yu, Jian Huang, Xiaofeng Yang, Siyang Leng, Yuping Liu, Shifu Yan
2024 J jnl
UniG-Encoder: A universal feature encoder for graph and hypergraph node classification.
Pattern Recognit.
Minhao Zou, Zhongxue Gan, Yutong Wang, Junheng Zhang, Dongyan Sui, Chun Guan, Siyang Leng
2024 J jnl
Utilizing Causal Network Markers to Identify Tipping Points ahead of Critical Transition.
CoRR
Shirui Bian, Zezhou Wang, Siyang Leng, Wei Lin, Jifan Shi
2023 J jnl
Distributed Consensus Algorithms in Sensor Networks with Higher-Order Topology.
Entropy
Qianyi Chen, Wenyuan Shi, Dongyan Sui, Siyang Leng
2023 J jnl
Feedback coupling induced synchronization of neural networks.
Neurocomputing
Zhihao Zuo, Ruizhi Cao, Zhongxue Gan, Jiawen Hou, Chun Guan, Siyang Leng
2023 J jnl
Reviving the Dynamics of Attacked Reservoir Computers.
Entropy
Ruizhi Cao, Chun Guan, Zhongxue Gan, Siyang Leng
2023 J jnl
Similarity-navigated graph neural networks for node classification.
Inf. Sci.
Minhao Zou, Zhongxue Gan, Ruizhi Cao, Chun Guan, Siyang Leng
2023 — conf
Tuning Convergence Rate Via Non-Bayesian Social Learning: A Trade-Off Between Internal Belief and External Information.
CDC
Dongyan Sui, Chun Guan, Zhongxue Gan, Wei Lin, Siyang Leng
2023 J jnl
UniG-Encoder: A Universal Feature Encoder for Graph and Hypergraph Node Classification.
CoRR
Minhao Zou, Zhongxue Gan, Yutong Wang, Junheng Zhang, Dongyan Sui, Chun Guan, Siyang Leng
2022 B conf
Deep Reinforcement Learning with Parametric Episodic Memory.
IJCNN
Kangkang Chen, Zhongxue Gan, Siyang Leng, Chun Guan
2021 — conf
Feature Adaption with Predicted Boxes for Oriented Object Detection in Aerial Images.
PRICAI (3)
Minhao Zou, Ziye Hu, Yuxiang Guan, Zhongxue Gan, Chun Guan, Siyang Leng
2020 J jnl
Common stochastic inputs induce neuronal transient synchronization with partial reset.
Neural Networks
Siyang Leng, Kazuyuki Aihara