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2020 – today
- 2024
[j7]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: 110075 (2024)- [j6]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): 23-37 (2024) - [i6]Chenxi Sun, Hongyan Li, Moxian Song, Derun Cai, Shenda Hong:
Curriculum Design Helps Spiking Neural Networks to Classify Time Series. CoRR abs/2401.10257 (2024) - 2023
- [j5]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): 18821-18839 (2023) - [j4]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): 20785-20796 (2023) - [j3]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): 100687 (2023) - [i5]Chenxi Sun, Hongyan Li, Moxian Song, Derun Cai, Shenda Hong:
Curricular and Cyclical Loss for Time Series Learning Strategy. CoRR abs/2312.15853 (2023) - 2022
- [j2]Moxian Song, Chenxi Sun, Derun Cai, Shenda Hong, Hongyan Li:
Classifying vaguely labeled data based on evidential fusion. Inf. Sci. 583: 159-173 (2022) - [j1]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: 1169-1180 (2022) - [c6]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: 3843-3847 - [c5]Chenxi Sun, Moxian Song, Derun Cai, Baofeng Zhang, Shenda Hong, Hongyan Li:
Confidence-Guided Learning Process for Continuous Classification of Time Series. CIKM 2022: 4525-4529 - [c4]Derun Cai, Moxian Song, Chenxi Sun, Baofeng Zhang, Shenda Hong, Hongyan Li:
Hypergraph Structure Learning for Hypergraph Neural Networks. IJCAI 2022: 1923-1929 - [c3]Derun Cai, Chenxi Sun, Moxian Song, Baofeng Zhang, Shenda Hong, Hongyan Li:
Hypergraph Contrastive Learning for Electronic Health Records. SDM 2022: 127-135 - [c2]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: 451-458 - [i4]Chenxi Sun, Moxian Song, Derun Cai, Baofeng Zhang, Shenda Hong, Hongyan Li:
Confidence-Guided Learning Process for Continuous Classification of Time Series. CoRR abs/2208.06883 (2022) - [i3]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 abs/2210.02719 (2022) - 2021
- [c1]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: 3010-3016 - [i2]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 abs/2105.00412 (2021) - [i1]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 abs/2108.13858 (2021)
Coauthor Index
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