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Neural Networks : the Official Journal of the International Neural Network Society|August 15, 2025
Interpreting reservoir computing through the equivalent visualization of its loss landscapeXinyu Han, Ziqi Yang, Yi ZhaoIEEE Transactions on Neural Networks and Learning Systems|April 4, 2023
Interpretable Graph Reservoir Computing With the Temporal Pattern AttentionXinyu Han, Yi ZhaoPhysical Review Letters|May 11, 2026
Full-Order Reconstruction of Simplicial Complex Network from Binary Time SeriesZiqi Yang, Yi Zhao, Michael SmallChaos (Woodbury, N.Y.)|April 3, 2021
Revisiting the memory capacity in reservoir computing of directed acyclic networkXinyu Han, Yi Zhao, Michael SmallChaos (Woodbury, N.Y.)|April 30, 2022
A tighter generalization bound for reservoir computingXinyu Han, Yi Zhao, Michael SmallEnvironmental Research|March 1, 2021
Spillover effects of the United States economic slowdown induced by COVID-19 pandemic on energy, economy, and environment in other countriesQiang Wang, Xinyu HanPlos Computational Biology|March 11, 2025
TphPMF: A microbiome data imputation method using hierarchical Bayesian Probabilistic Matrix FactorizationXinyu Han, Kai SongBiomimetics (Basel, Switzerland)|January 22, 2024
Learning Quadrupedal High-Speed Running on Uneven TerrainXinyu Han, Mingguo ZhaoJournal of Imaging|November 26, 2025
Causal Intervention and Counterfactual Reasoning for Multimodal Pedestrian Trajectory PredictionXinyu Han, Huosheng XuPageof 398