Hua Wang

Neural Networks, 2026

DTFNet: A dual-modal time-frequency fusion network for non-stationary time series modeling.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2026

NP-MoETSF: A unified framework for Non-Prior Graph Learning in high-dimensional time series with sparse expert networks.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2026

FSMamba: A dual-expert architecture with fast global attention and local-enhanced state-space mamba for time series forecasting.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2026

AlignTime: Interperiodic phase alignment sampling for time-series forecasting.

[BibT_eX]

[DOI]

Min Wang

Inf. Process. Manag., 2026

TriTrackNet: A dual-channel time series forecasting model with multi-path interaction and perturbation optimization.

[BibT_eX]

[DOI]

Neurocomputing, 2026

DDformer: Transformer with dynamic variable fusion and dynamic difference attention for multivariate time series long-term forecasting.

[BibT_eX]

[DOI]

Zhao Li

Neurocomputing, 2026

FTdasc: A frequency-Time domain approach with stationarity correction for multivariate time series forecasting.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2026

New perspectives on multivariate time series forecasting: Lightweight networks combined with multi-scale hybrid state space models.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2026

MS-VMUnet: Multispectral vision Mamba for medical image segmentation.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., 2026

TSCM: Enhancing multivariate time series forecasting with dual-stream temporal-spatial correlation modeling.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2026

TRED: Exponential feature decomposition three-channel networks for multivariate time series forecasting.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2026

PMNet: A progressive MLP-based framework for time series forecasting with long-short term dependency synergy.

[BibT_eX]

[DOI]

Shijun Chen

Appl. Soft Comput., 2026

Time-TK: A Multi-Offset Temporal Interaction Framework Combining Transformer and Kolmogorov-Arnold Networks for Time Series Forecasting.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2026, 2026

EEO-TFV: Escape-Explore Optimizer for Web-Scale Time-Series Forecasting and Vision Analysis.

[BibT_eX]

[DOI]

Jinghao Lu

Proceedings of the ACM Web Conference 2026, 2026

2025

Range-variable dynamic convolution and dual attention-guided efficient medical image segmentation network.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., December, 2025

An Interactive Attention Mechanism Network Integrating the C¹ Activation Function for Time Series Forecasting.

[BibT_eX]

[DOI]

Lele Yuan

IEEE Internet Things J., September, 2025

Mask autoencoder for enhanced image reconstruction with position coding offset and combined masking.

[BibT_eX]

[DOI]

Vis. Comput., August, 2025

TS-AC: Teacher-Student Model With Aggregation Masked Convolution and Concentrated Linear Attention for Chest CT Abnormality Detection.

[BibT_eX]

[DOI]

Demin Liu

IEEE Trans. Instrum. Meas., 2025

CAWformer: A cross variable attention with discrete wavelet denoising for multivariate time series forecasting.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2025

THATSN: Temporal hierarchical aggregation tree structure network for long-term time-series forecasting.

[BibT_eX]

[DOI]

Inf. Sci., 2025

Traffic prediction based on spatio-temporal feature embedding fusion and gate operation optimization.

[BibT_eX]

[DOI]

Neurocomputing, 2025

SCA-Net: Seasonal Cycle-Aware Model Emphasizing Global and Local Features for Time Series Forecasting.

[BibT_eX]

[DOI]

Int. J. Intell. Syst., 2025

A Lightweight Channel Correlation Invertible Network for Image Denoising.

[BibT_eX]

[DOI]

Fuxian Sui

IET Image Process., 2025

ADMNet: An adaptive downsampling multi-frequency multi-channel network for long-term time series forecasting.

[BibT_eX]

[DOI]

Lele Yuan

Expert Syst. Appl., 2025

MCNR: Multiscale feature-based latent data component extraction linear regression model.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2025

Probabilistic intervals prediction based on adaptive regression with attention residual connections and covariance constraints.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2025

A novel dual-channel model with adaptive multi-scale attention for time series forecasting.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2025

Periodic decomposition and feature enhancement fusion for traffic forecasting.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2025

Robust memory-based graph neural networks for noisy and sparse graphs.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2025

Medical image segmentation with an emphasis on prior convolution and channel multi-branch attention.

[BibT_eX]

[DOI]

Digit. Signal Process., 2025

Cross-scale informative priors network for medical image segmentation.

[BibT_eX]

[DOI]

Fuxian Sui

Digit. Signal Process., 2025

A Medical image segmentation model with auto-dynamic convolution and location attention mechanism.

[BibT_eX]

[DOI]

Comput. Methods Programs Biomed., 2025

MESA-Net: Multi-Scale Enhanced Spatial Attention Network for medical image segmentation.

[BibT_eX]

[DOI]

Comput. Graph., 2025

CFDformer: Medical image segmentation based on cross fusion dual attention network.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., 2025

Frequency decomposition and patch modeling framework for time-series forecasting.

[BibT_eX]

[DOI]

Denghui Xu

Appl. Soft Comput., 2025

HIFNet: Medical Image Segmentation Network Utilizing Hierarchical Attention Feature Fusion.

[BibT_eX]

[DOI]

Zhou Yang

Proceedings of the Computational Visual Media - 13th International Conference, 2025

A Multiscale Edge-Guided Polynomial Approximation Network for Medical Image Segmentation.

[BibT_eX]

[DOI]

Fuxian Sui

Proceedings of the Computational Visual Media - 13th International Conference, 2025

2024

Probabilistic interval prediction method based on shape-adaptive quantile regression.

[BibT_eX]

[DOI]

Expert Syst. J. Knowl. Eng., August, 2024

CF-DAN: Facial-expression recognition based on cross-fusion dual-attention network.

[BibT_eX]

[DOI]

Comput. Vis. Media, June, 2024

Fast and highly coupled model for time series forecasting.

[BibT_eX]

[DOI]

Multim. Tools Appl., January, 2024

Spatio-temporal Fourier enhanced heterogeneous graph learning for traffic forecasting.

[BibT_eX]

[DOI]

Wenchang Zhang

Expert Syst. Appl., 2024

Combining optical flow and Swin Transformer for Space-Time video super-resolution.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2024

Computing nodes for plane data points by constructing cubic polynomial with constraints.

[BibT_eX]

[DOI]

Comput. Aided Geom. Des., 2024

Skip-Timeformer: Skip-Time Interaction Transformer for Long Sequence Time-Series Forecasting.

[BibT_eX]

[DOI]

Wenchang Zhang

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

2023

DFNet: Decomposition fusion model for long sequence time-series forecasting.

[BibT_eX]

[DOI]

Tiantian Guo

Knowl. Based Syst., October, 2023

Multi-Scale Video Super-Resolution Transformer With Polynomial Approximation.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., September, 2023

COVID19-MLSF: A multi-task learning-based stock market forecasting framework during the COVID-19 pandemic.

[BibT_eX]

[DOI]

Expert Syst. Appl., May, 2023

A modified fuzzy clustering algorithm based on dynamic relatedness model for image segmentation.

[BibT_eX]

[DOI]

Vis. Comput., April, 2023

Stock ranking prediction using a graph aggregation network based on stock price and stock relationship information.

[BibT_eX]

[DOI]

Inf. Sci., 2023

Resformer: Combine quadratic linear transformation with efficient sparse Transformer for long-term series forecasting.

[BibT_eX]

[DOI]

Intell. Data Anal., 2023

FAMC-Net: Frequency Domain Parity Correction Attention and Multi-Scale Dilated Convolution for Time Series Forecasting.

[BibT_eX]

[DOI]

Min Wang