Chengli Zhou

11 papers Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
CVACL-MA: Comprehensive variate analysis and collaborative learning with multi-adapter for multivariate time series forecasting.
Pattern Recognit.
Junjie Ye, Chengli Zhou, Xiaojun Zhou, Yaqun Huang, Chunna Zhao
2026 J jnl
Evaluating large language models for real-world perioperative clinical consultation.
Neurocomputing
Yanhong Li, Yibing Zhan, Baosheng Yu, Pingbo Xu, LiJing Chen, Chong Zhang, Chengli Zhou, Yunkai Zhang, Xiongbin Wang, Dapeng Tao
2026 J jnl
Fractional-order gradient descent method based on fractional-order term exponential decay and its application in artificial neural networks.
Inf. Process. Manag.
Xiaojun Zhou, Chunna Zhao, Yaqun Huang, Chengli Zhou, Junjie Ye, Jinpeng Xu, Kemeng Xiang
2026 J jnl
Fractional-order matrix differentiation and its application in artificial neural networks.
Neurocomputing
Xiaojun Zhou, Chunna Zhao, Yaqun Huang, Chengli Zhou, Junjie Ye, Kemeng Xiang
2025 J jnl
Dual-stream interactive networks with pearson-mask awareness for multivariate time series forecasting.
Neural Networks
Junjie Ye, Jinhong Li, Chunna Zhao, Chengli Zhou, Xiaojun Zhou, Yaqun Huang
2025 J jnl
Fine-Tuning LLMs for Anesthesiology via Compositional Data Generation.
IEEE Trans. Emerg. Top. Comput. Intell.
Yanhong Li, Yibing Zhan, Baosheng Yu, Zhonghai Wang, Chong Zhang, Da Zhu, Chengli Zhou, Bohao Zhou, Liang Ding, Weifeng Liu, Xiongbin Wang, Dapeng Tao
2025 J jnl
Fractional Position With Predictive Attention for Multivariate Time Series Forecasting.
IEEE Internet Things J.
Chengli Zhou, Yanhong Li, Junjie Ye, Yanli Zhou, Xiaojun Zhou, Yaqun Huang, Dapeng Tao, Chunna Zhao
2025 J jnl
Fractional-order Jacobian Matrix Differentiation and Its Application in Artificial Neural Networks.
CoRR
Xiaojun Zhou, Chunna Zhao, Yaqun Huang, Chengli Zhou, Junjie Ye, Kemeng Xiang
2025 J jnl
Improved fractional-order gradient descent method based on multilayer perceptron.
Neural Networks
Xiaojun Zhou, Chunna Zhao, Yaqun Huang, Chengli Zhou, Junjie Ye
2024 — conf
VPformer: Multivariate Time Series Forecasting with Variable Correlation and Triple Patch Correlation Transformer.
NLPCC (2)
Zhijiang Wang, Yaqun Huang, Chunna Zhao, Chengli Zhou
2020 J jnl
Attentive gated neural networks for identifying chromatin accessibility.
Neural Comput. Appl.
Yanbu Guo, Dongming Zhou, Weihua Li, Rencan Nie, Ruichao Hou, Chengli Zhou