High-resolution images based on directional fusion of gradient. - Liqiong Wu; Yepeng Liu 003; Brekhna; Ning Liu; Caiming Zhang 001 (Comput. Vis. Media, 2016)

Single Image Super-Resolution via Dynamic Lightweight Database with Local-Feature Based Interpolation. - Na Ding; Yepeng Liu 003; Lin-Wei Fan; Caiming Zhang 001 (J. Comput. Sci. Technol., 2019)

Adaptive iterative global image denoising method based on SVD. - Yepeng Liu 003; Xuemei Li 001; Qiang Guo 003; Caiming Zhang 001 (IET Image Process., 2020)

Two-stage image smoothing based on edge-patch histogram equalisation and patch decomposition. - Yepeng Liu 003; Xiang Ma 006; Xuemei Li 001; Caiming Zhang 001 (IET Image Process., 2020)

Image enlargement method based on cubic surfaces with local features as constraints. - Yepeng Liu 003; Xuemei Li 001; Xin Zhang 079; Caiming Zhang 001 (Signal Process., 2020)

Single image super-resolution using feature adaptive learning and global structure sparsity. - Jinlong Liu; Yepeng Liu 003; Heling Wu; Jiaye Wang; Xue-mei Li 001; Caiming Zhang 001 (Signal Process., 2021)

Image smoothing based on histogram equalized content-aware patches and direction-constrained sparse gradients. - Yepeng Liu 003; Fan Zhang 045; Yongxia Zhang; Xuemei Li 001; Caiming Zhang 001 (Signal Process., 2021)

Single-image super-resolution based on local biquadratic spline with edge constraints and adaptive optimization in transform domain. - Danya Zhou; Yepeng Liu 003; Xue-Mei Li 001; Caiming Zhang 001 (Vis. Comput., 2022)

Truncated Weighted Nuclear Norm Regularization and Sparsity for Image Denoising. - MingYan Zhang; Mingli Zhang; Feng Zhao 006; Fan Zhang 045; Yepeng Liu 003; Alan C. Evans (ICIP, 2023)

Resformer: Combine quadratic linear transformation with efficient sparse Transformer for long-term series forecasting. - Gongguan Chen; Hua Wang 012; Yepeng Liu 003; Mingli Zhang; Fan Zhang 045 (Intell. Data Anal., 2023)

Frequency-aware robust multidimensional information fusion framework for remote sensing image segmentation. - Junyu Fan; Jinjiang Li 001; Yepeng Liu 003; Fan Zhang 045 (Eng. Appl. Artif. Intell., 2024)

MEAformer: An all-MLP transformer with temporal external attention for long-term time series forecasting. - Siyuan Huang 006; Yepeng Liu 003; Haoyi Cui; Fan Zhang 045; Jinjiang Li 001; Xiaofeng Zhang 003; Mingli Zhang; Cai-ming Zhang 001 (Inf. Sci., 2024)

FL-Net: A multi-scale cross-decomposition network with frequency external attention for long-term time series forecasting. - Siyuan Huang 006; Yepeng Liu 003 (Knowl. Based Syst., 2024)

CSCNet: A Cross-Scale Coordination Siamese Network for Building Change Detection. - Yiyang Zhao; Xinyang Song; Jinjiang Li 001; Yepeng Liu 003 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Attention Filtering Network Based on Branch Transformer for Change Detection in Remote Sensing Images. - Yu Shangguan; Jinjiang Li 001; Yepeng Liu 003; Fan Zhang 045; Caiming Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Dynamic weight HiLo attention network for medical image multiple organ segmentation. - Yiyang Zhao; Jinjiang Li 001; Yepeng Liu 003 (Int. J. Imaging Syst. Technol., 2024)

Fast and highly coupled model for time series forecasting. - Tiantian Guo; Hua Wang 012; Mingli Zhang; Yepeng Liu 003; Fan Zhang 045 (Multim. Tools Appl., 2024)

CrossWaveNet: A dual-channel network with deep cross-decomposition for Long-term Time Series Forecasting. - Siyuan Huang 006; Yepeng Liu 003; Fan Zhang 045; Yue Li; Jinjiang Li 001; Caiming Zhang 001 (Expert Syst. Appl., 2024)

A stock series prediction model based on variational mode decomposition and dual-channel attention network. - Yepeng Liu 003; Siyuan Huang 006; Xiaoyi Tian 002; Fan Zhang 045; Feng Zhao 006; Caiming Zhang 001 (Expert Syst. Appl., 2024)

Deep recurrent residual channel attention network for single image super-resolution. - Yepeng Liu 003; Dezhi Yang; Fan Zhang 045; Qingsong Xie; Caiming Zhang 001 (Vis. Comput., 2024)

Probabilistic interval prediction method based on shape-adaptive quantile regression. - Lin Li 078; Hua Wang 012; Yepeng Liu 003; Fan Zhang 045 (Expert Syst. J. Knowl. Eng., 2024)

A channel-independent network using patch external attention and mamba for long-term multivariate time series forecasting. - Zhigen Huang; Huiyu Li; Yepeng Liu 003; Fan Zhang 045; Xiaofeng Zhang 003 (Appl. Soft Comput., 2025)

CFDformer: Medical image segmentation based on cross fusion dual attention network. - Zhou Yang; Hua Wang 012; Yepeng Liu 003; Fan Zhang 045 (Biomed. Signal Process. Control., 2025)

CycleGAN-based unsupervised image smoothing framework with wavelet downsampling and multi-scale spatially-adaptive attention. - Jiafu Zeng; Huiyu Li; Yepeng Liu 003; Fan Zhang 045 (Digit. Signal Process., 2025)

A channel-independent network based on wavelet enhancement for long-term time series forecasting. - Zhigen Huang; Fan Zhang 045; Yepeng Liu 003 (Eng. Appl. Artif. Intell., 2025)

Probabilistic intervals prediction based on adaptive regression with attention residual connections and covariance constraints. - Fan Zhang 045; Min Wang; Lin Li 078; Yepeng Liu 003; Hua Wang 012 (Eng. Appl. Artif. Intell., 2025)

A decoupled network with variable graph convolution and temporal external attention for long-term multivariate time series forecasting. - Yepeng Liu 003; Zhigen Huang; Fan Zhang 045; Xiaofeng Zhang 003 (Expert Syst. Appl., 2025)

Unsupervised bidirectional generative smoothing framework with frequency decomposition and attention enhancement. - Jiafu Zeng; Yepeng Liu 003; Huiyu Li; Fan Zhang 045 (Neurocomputing, 2025)

Dtla-net: a direct2d transformer with linear angle attention network for multi-organ medical image segmentation. - Yepeng Liu 003; Feiyu Liu; Jinjie Xiao; Xiaofeng Zhang 003; Fan Zhang 045 (Int. J. Mach. Learn. Cybern., 2025)

New perspectives on multivariate time series forecasting: Lightweight networks combined with multi-scale hybrid state space models. - Fei Hao; Junhai Qiu; Xiaofeng Zhang 003; Yepeng Liu 003; Hua Wang 012; Yujuan Sun; Pengbin Zhang (Expert Syst. Appl., 2026)