Yaqun Huang

28 papers Misc 2Journal 21Unranked 5
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
DFGNet: A dual-pathway graph neural network via frequency decomposition for spatiotemporal forecasting.
Expert Syst. Appl.
Jinpeng Xu, Jing Yang, Yaqun Huang, Lip Yee Por, Xiaotong Chen, Chunna Zhao
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
Adaptive hierarchical feature fusion and Hadamard product LSTM for multivariate time series forecasting.
J. Supercomput.
Yaoyuan Yang, Chunna Zhao, Yaqun Huang
2025 Misc conf
DCCMamba: A Dual-stream Cross-time and Cross-feature with Mamba for Multivariate Time Series Forecasting.
ICASSP
Senlin Liang, Zhuoyue Wang, Chunna Zhao, Yaqun Huang, Jinpeng Xu, Yaoyuan Yang
2025 J jnl
DFGCN: Decoupled dual-flow dynamic graph convolutional network for multivariate time series forecasting.
Knowl. Based Syst.
Junjie Ye, Jinhong Li, Rui Su, Sen Yang, Yaqun Huang, Chunna Zhao
2025 J jnl
Dual path transformer with element-wise attention and group cross-aggregation network for medical image segmentation.
Comput. Electr. Eng.
Jie Cai, Haiyan Li, Habib Zaidi, Hao Zhou, Yaqun Huang
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
Enhanced forest fire detection via dynamic multiscale fusion and contextual partial cross features.
Eng. Appl. Artif. Intell.
Lili Wang, Lei Guo, Haiyan Li, Bingbing He, Jundong Yang, Yaqun Huang
2025 Misc conf
FDDSGCN: Fractional Decoupling Dynamic Spatiotemporal Graph Convolutional Network for Traffic Forecasting.
ICASSP
Jinpeng Xu, Chunna Zhao, Jing Yang, Yaqun Huang, Yaoyuan Yang, Lip Yee Por
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
2025 J jnl
MFFCNN: multi-scale fractional Fourier transform convolutional neural network for multivariate time series forecasting.
J. Supercomput.
Wuqi Chen, Junjie Ye, Chunna Zhao, Yaqun Huang
2025 J jnl
PDENet: A High-Precision Forest Fire Detection Network Enabled by Dual-Stream Hierarchical and Elastic Response.
IEEE Trans. Geosci. Remote. Sens.
Qinwen Li, Haiyan Li, Yaqun Huang, Hao Ji
2025 J jnl
Tlsam: multi-scale long-short trend fusion model for long-term multi-variable time series prediction.
Knowl. Inf. Syst.
Zhijiang Wang, Chunna Zhao, Yaqun Huang, Jihao Zhang, Jilong Lan
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
2023 — conf
Shuffled Frog-leaping Algorithm Based on Heap and Fractional Order.
CCIS
Xiaohe Mo, Yaqun Huang, Chunna Zhao, Mengfan Hu
2022 J jnl
A Combined Model for Multivariate Time Series Forecasting Based on MLP-Feedforward Attention-LSTM.
IEEE Access
Yuntong Liu, Chunna Zhao, Yaqun Huang
2020 — conf
A Multi-component Attribute Network Embedding for Link Prediction.
CBI (1)
Tong Huang, Lihua Zhou, Zhao Jin, Yaqun Huang, Kevin Lü
2020 J jnl
Formalization of fractional calculus and fractional order PI controller.
J. Comput. Methods Sci. Eng.
Chunna Zhao, Murong Jiang, Yaqun Huang, Dali Chen
2019 — conf
Influence Maximization Based on Community Closeness in Social Networks.
WISE Workshops
Qingqing Wu, Lihua Zhou, Yaqun Huang
2019 J jnl
结合SFS和双目模型的单幅图像深度估计算法 (Single Image Depth Estimation Algorithm Based on SFS and Binocular Model).
计算机科学
Ziyang Zhao, Murong Jiang, Yaqun Huang, Jianyu Hao, Ke Zeng
2015 J jnl
An Improved Texture Synthesis Algorithm.
Trans. Edutainment
Yuanyuan Pu, Dan Xu, Wenhua Qian, Yaqun Huang, Youyan Dan
2014 J jnl
Switched modified function projective synchronization between two complex nonlinear hyperchaotic systems based on adaptive control and parameter identification.
Kybernetika
Xiaobing Zhou, Murong Jiang, Yaqun Huang
2013 J jnl
Combination Synchronization of Three Identical or Different Nonlinear Complex Hyperchaotic Systems.
Entropy
Xiaobing Zhou, Murong Jiang, Yaqun Huang
2013 — conf
Feature Extraction and Analysis for Scientific Understanding of Visual Art.
CAD/Graphics
Yi Zhang, Yuanyuan Pu, Yaqun Huang, Dan Xu, Wenhua Qian