Chengli Zhou

According to our database, Chengli Zhou authored at least 12 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Causal Mask in Transformer via Transfer Entropy Estimation from Vector Autoregressive Learning for Multivariate Time Series Forecasting.

Chengli Zhou, Zicheng Wang, Yaqun Huang, Dapeng Tao, Chunna Zhao

Int. J. Neural Syst., August, 2026

CVACL-MA: Comprehensive variate analysis and collaborative learning with multi-adapter for multivariate time series forecasting.

Junjie Ye, Chengli Zhou, Xiaojun Zhou, Yaqun Huang, Chunna Zhao

Pattern Recognit., 2026

Fractional-order gradient descent method based on fractional-order term exponential decay and its application in artificial neural networks.

Xiaojun Zhou, Chunna Zhao, Yaqun Huang, Chengli Zhou, Junjie Ye, Jinpeng Xu, Kemeng Xiang

Inf. Process. Manag., 2026

Evaluating large language models for real-world perioperative clinical consultation.

Yanhong Li, Yibing Zhan, Baosheng Yu, Pingbo Xu, Lijing Chen, Chong Zhang, Chengli Zhou, Yunkai Zhang, Xiongbin Wang, Dapeng Tao

Neurocomputing, 2026

Fractional-order matrix differentiation and its application in artificial neural networks.

Xiaojun Zhou, Chunna Zhao, Yaqun Huang, Chengli Zhou, Junjie Ye, Kemeng Xiang

Neurocomputing, 2026

2025

Fine-Tuning LLMs for Anesthesiology via Compositional Data Generation.

Yanhong Li, Yibing Zhan, Baosheng Yu, Zhonghai Wang, Chong Zhang, Da Zhu, Chengli Zhou, Bohao Zhou, Liang Ding, Weifeng Liu, Xiongbin Wang, Dapeng Tao

IEEE Trans. Emerg. Top. Comput. Intell., December, 2025

Fractional Position With Predictive Attention for Multivariate Time Series Forecasting.

Chengli Zhou, Yanhong Li, Junjie Ye, Yanli Zhou, Xiaojun Zhou, Yaqun Huang, Dapeng Tao, Chunna Zhao

IEEE Internet Things J., July, 2025

Fractional-order Jacobian Matrix Differentiation and Its Application in Artificial Neural Networks.

Xiaojun Zhou, Chunna Zhao, Yaqun Huang, Chengli Zhou, Junjie Ye, Kemeng Xiang

CoRR, June, 2025

Improved fractional-order gradient descent method based on multilayer perceptron.

Xiaojun Zhou, Chunna Zhao, Yaqun Huang, Chengli Zhou, Junjie Ye

Neural Networks, 2025

Dual-stream interactive networks with pearson-mask awareness for multivariate time series forecasting.

Junjie Ye, Jinhong Li, Chunna Zhao, Chengli Zhou, Xiaojun Zhou, Yaqun Huang

Neural Networks, 2025

2024

VPformer: Multivariate Time Series Forecasting with Variable Correlation and Triple Patch Correlation Transformer.

Zhijiang Wang, Yaqun Huang, Chunna Zhao, Chengli Zhou

Proceedings of the Natural Language Processing and Chinese Computing, 2024

2020

Attentive gated neural networks for identifying chromatin accessibility.

Yanbu Guo, Dongming Zhou, Weihua Li, Rencan Nie, Ruichao Hou, Chengli Zhou

Neural Comput. Appl., 2020