Derun Cai - RankMe

19 papers A* 2A 4Journal 13

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