Derun Cai

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 19

Top Topics

Intensive Care Units

Learning Process

Electronic Health Records

Top Venues

Publications

Chenxi Sun, Moxian Song, Derun Cai, Baofeng Zhang, Shenda Hong, Hongyan Li
A Systematic Review of Echo State Networks From Design to Application. IEEE Trans. Artif. Intell. 5 (1) (2024)
Chenxi Sun, Hongyan Li, Moxian Song, Derun Cai, Baofeng Zhang, Shenda Hong
Time pattern reconstruction for classification of irregularly sampled time series. Pattern Recognit. 147 (2024)
Chenxi Sun, Hongyan Li, Moxian Song, Derun Cai, Shenda Hong
Curriculum Design Helps Spiking Neural Networks to Classify Time Series. CoRR (2024)
Moxian Song, Chenxi Sun, Derun Cai, Shenda Hong, Hongyan Li
SPL-LDP: a label distribution propagation method for semi-supervised partial label learning. Appl. Intell. 53 (18) (2023)
Chenxi Sun, Hongyan Li, Moxian Song, Derun Cai, Baofeng Zhang, Shenda Hong
Continuous diagnosis and prognosis by controlling the update process of deep neural networks. Patterns 4 (2) (2023)
Chenxi Sun, Hongyan Li, Moxian Song, Derun Cai, Baofeng Zhang, Shenda Hong
Adaptive model training strategy for continuous classification of time series. Appl. Intell. 53 (15) (2023)
Chenxi Sun, Hongyan Li, Moxian Song, Derun Cai, Shenda Hong
Curricular and Cyclical Loss for Time Series Learning Strategy. CoRR (2023)
Chenxi Sun, Hongyan Li, Moxian Song, Derun Cai, Baofeng Zhang, Shenda Hong
Continuous Diagnosis and Prognosis by Controlling the Update Process of Deep Neural Networks. CoRR (2022)
Moxian Song, Chenxi Sun, Derun Cai, Shenda Hong, Hongyan Li
Classifying vaguely labeled data based on evidential fusion. Inf. Sci. 583 (2022)
Derun Cai, Chenxi Sun, Moxian Song, Baofeng Zhang, Shenda Hong, Hongyan Li
Hypergraph Contrastive Learning for Electronic Health Records. SDM (2022)
Chenxi Sun, Moxian Song, Derun Cai, Baofeng Zhang, Shenda Hong, Hongyan Li
Confidence-Guided Learning Process for Continuous Classification of Time Series. CIKM (2022)
Derun Cai, Moxian Song, Chenxi Sun, Baofeng Zhang, Shenda Hong, Hongyan Li
Deep Ordinal Neural Network for Length of Stay Estimation in the Intensive Care Units. CIKM (2022)
Derun Cai, Moxian Song, Chenxi Sun, Baofeng Zhang, Shenda Hong, Hongyan Li
Hypergraph Structure Learning for Hypergraph Neural Networks. IJCAI (2022)
Moxian Song, Hongyan Li, Chenxi Sun, Derun Cai, Shenda Hong
Dlsa: Semi-supervised partial label learning via dependence-maximized label set assignment. Inf. Sci. 609 (2022)
Yen-hsiu Chou, Shenda Hong, Chenxi Sun, Derun Cai, Moxian Song, Hongyan Li
GRP-FED: Addressing Client Imbalance in Federated Learning via Global-Regularized Personalization. SDM (2022)
Chenxi Sun, Moxian Song, Derun Cai, Baofeng Zhang, Shenda Hong, Hongyan Li
Confidence-Guided Learning Process for Continuous Classification of Time Series. CoRR (2022)
Chenxi Sun, Shenda Hong, Moxian Song, Yanxiu Zhou, Yongyue Sun, Derun Cai, Hongyan Li
TE-ESN: Time Encoding Echo State Network for Prediction Based on Irregularly Sampled Time Series Data. CoRR (2021)
Chenxi Sun, Shenda Hong, Moxian Song, Yen-hsiu Chou, Yongyue Sun, Derun Cai, Hongyan Li
TE-ESN: Time Encoding Echo State Network for Prediction Based on Irregularly Sampled Time Series Data. IJCAI (2021)
Yen-hsiu Chou, Shenda Hong, Chenxi Sun, Derun Cai, Moxian Song, Hongyan Li
GRP-FED: Addressing Client Imbalance in Federated Learning via Global-Regularized Personalization. CoRR (2021)