Moxian Song

发表

Confidence-Guided Learning Process for Continuous Classification of Time Series

Shenda Hong, Chenxi Sun, Moxian Song, 2022, CIKM.

Predicting COVID-19 disease progression and patient outcomes based on temporal deep learning

Shenda Hong, Hongyan Li, Chenxi Sun, 2020, BMC Medical Informatics and Decision Making.

Continuous diagnosis and prognosis by controlling the update process of deep neural networks

Shenda Hong, Chenxi Sun, Moxian Song, 2022, Patterns.

Deep Ordinal Neural Network for Length of Stay Estimation in the Intensive Care Units

Chenxi Sun, Moxian Song, D. Cai, 2022, CIKM.

Classifying vaguely labeled data based on evidential fusion

Shenda Hong, Moxian Song, Chenxi Sun, 2021, Inf. Sci..

GRP-FED: Addressing Client Imbalance in Federated Learning via Global-Regularized Personalization pdf

Shenda Hong, Moxian Song, Chenxi Sun, 2021, SDM.

TE-ESN: Time Encoding Echo State Network for Prediction Based on Irregularly Sampled Time Series Data

Hongyan Li, Chenxi Sun, Moxian Song, 2021, IJCAI.

A Review of Deep Learning Methods for Irregularly Sampled Medical Time Series Data pdf

Shenda Hong, Moxian Song, Chenxi Sun, 2020, ArXiv.

A Review of Designs and Applications of Echo State Networks pdf

Hongyan Li, Shenda Hong, Moxian Song, 2020, ArXiv.

Personalized vital signs control based on continuous action-space reinforcement learning with supervised experience

Shenda Hong, Junyuan Shang, Moxian Song, 2021, Biomed. Signal Process. Control..

Hypergraph Contrastive Learning for Electronic Health Records

Chenxi Sun, Moxian Song, D. Cai, 2022, SDM.

Knowledge-shot learning: An interpretable deep model for classifying imbalanced electrocardiography data

Hongyan Li, Shenda Hong, Junyuan Shang, 2020, Neurocomputing.

Adaptive model training strategy for continuous classification of time series

Chenxi Sun, Moxian Song, D. Cai, 2023, Applied Intelligence.

Dlsa: Semi-supervised partial label learning via dependence-maximized label set assignment

Chenxi Sun, Moxian Song, D. Cai, 2022, Inf. Sci..

A multi-model architecture based on deep learning for aircraft load prediction

Qian Wang, Yongjun Wang, Chenxi Sun, 2023, Communications Engineering.

Hypergraph Structure Learning for Hypergraph Neural Networks

Baofeng Zhang, Chenxi Sun, Moxian Song, 2022, IJCAI.

SPL-LDP: a label distribution propagation method for semi-supervised partial label learning

Chenxi Sun, Moxian Song, D. Cai, 2023, Applied Intelligence.

A Systematic Review of Echo State Networks From Design to Application

Chenxi Sun, Moxian Song, D. Cai, 2024, IEEE Transactions on Artificial Intelligence.

Curriculum Design Helps Spiking Neural Networks to Classify Time Series

Chenxi Sun, Moxian Song, Hongyan Li, 2023, ArXiv.

Curricular and Cyclical Loss for Time Series Learning Strategy

Chenxi Sun, Moxian Song, D. Cai, 2023, 2312.15853.