Yepeng Liu

35 papers B 1Journal 34
YearRankTypeTitle / Venue / Authors
2026 J jnl
Dual-channel transformer: Integrating independence and dependence for time series forecasting.
Expert Syst. Appl.
Zhigen Huang, Fan Zhang, Yepeng Liu
2026 J jnl
FTdasc: A frequency-Time domain approach with stationarity correction for multivariate time series forecasting.
Expert Syst. Appl.
Fei Hao, Xiaofeng Zhang, Yepeng Liu, Yujuan Sun, Hua Wang, Lin Yang, Ren Wang
2026 J jnl
LMM-UNet: A lightweight UNet with multi-dilated coordinate enhanced and multi-level mixer for skin lesions segmentation.
Digit. Signal Process.
Feiyu Liu, Siyuan Huang, Fan Zhang, Yepeng Liu
2026 J jnl
New perspectives on multivariate time series forecasting: Lightweight networks combined with multi-scale hybrid state space models.
Expert Syst. Appl.
Fei Hao, Junhai Qiu, Xiaofeng Zhang, Yepeng Liu, Hua Wang, Yujuan Sun, Pengbin Zhang
2026 J jnl
TriTrackNet: A dual-channel time series forecasting model with multi-path interaction and perturbation optimization.
Neurocomputing
Mengfan Liang, Shixiang Jia, Yepeng Liu, Xiaofeng Zhang, Hua Wang, Yujuan Sun
2025 J jnl
A channel-independent network based on wavelet enhancement for long-term time series forecasting.
Eng. Appl. Artif. Intell.
Zhigen Huang, Fan Zhang, Yepeng Liu
2025 J jnl
A channel-independent network using patch external attention and mamba for long-term multivariate time series forecasting.
Appl. Soft Comput.
Zhigen Huang, Huiyu Li, Yepeng Liu, Fan Zhang, Xiaofeng Zhang
2025 J jnl
A decoupled network with variable graph convolution and temporal external attention for long-term multivariate time series forecasting.
Expert Syst. Appl.
Yepeng Liu, Zhigen Huang, Fan Zhang, Xiaofeng Zhang
2025 J jnl
Bgman: Boundary-Prior-Guided Multi-scale Aggregation Network for skin lesion segmentation.
Int. J. Mach. Learn. Cybern.
Zhenyang Huang, Yixing Zhao, Jinjiang Li, Yepeng Liu
2025 J jnl
CFDformer: Medical image segmentation based on cross fusion dual attention network.
Biomed. Signal Process. Control.
Zhou Yang, Hua Wang, Yepeng Liu, Fan Zhang
2025 J jnl
CycleGAN-based unsupervised image smoothing framework with wavelet downsampling and multi-scale spatially-adaptive attention.
Digit. Signal Process.
Jiafu Zeng, Huiyu Li, Yepeng Liu, Fan Zhang
2025 J jnl
Dtla-net: a direct2d transformer with linear angle attention network for multi-organ medical image segmentation.
Int. J. Mach. Learn. Cybern.
Yepeng Liu, Feiyu Liu, Jinjie Xiao, Xiaofeng Zhang, Fan Zhang
2025 J jnl
Probabilistic intervals prediction based on adaptive regression with attention residual connections and covariance constraints.
Eng. Appl. Artif. Intell.
Fan Zhang, Min Wang, Lin Li, Yepeng Liu, Hua Wang
2025 J jnl
Unsupervised bidirectional generative smoothing framework with frequency decomposition and attention enhancement.
Neurocomputing
Jiafu Zeng, Yepeng Liu, Huiyu Li, Fan Zhang
2024 J jnl
A stock series prediction model based on variational mode decomposition and dual-channel attention network.
Expert Syst. Appl.
Yepeng Liu, Siyuan Huang, Xiaoyi Tian, Fan Zhang, Feng Zhao, Caiming Zhang
2024 J jnl
Attention Filtering Network Based on Branch Transformer for Change Detection in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Yu Shangguan, Jinjiang Li, Yepeng Liu, Fan Zhang, Caiming Zhang
2024 J jnl
CSCNet: A Cross-Scale Coordination Siamese Network for Building Change Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yiyang Zhao, Xinyang Song, Jinjiang Li, Yepeng Liu
2024 J jnl
CrossWaveNet: A dual-channel network with deep cross-decomposition for Long-term Time Series Forecasting.
Expert Syst. Appl.
Siyuan Huang, Yepeng Liu, Fan Zhang, Yue Li, Jinjiang Li, Caiming Zhang
2024 J jnl
Deep recurrent residual channel attention network for single image super-resolution.
Vis. Comput.
Yepeng Liu, Dezhi Yang, Fan Zhang, Qingsong Xie, Caiming Zhang
2024 J jnl
Dynamic weight HiLo attention network for medical image multiple organ segmentation.
Int. J. Imaging Syst. Technol.
Yiyang Zhao, Jinjiang Li, Yepeng Liu
2024 J jnl
FL-Net: A multi-scale cross-decomposition network with frequency external attention for long-term time series forecasting.
Knowl. Based Syst.
Siyuan Huang, Yepeng Liu
2024 J jnl
Fast and highly coupled model for time series forecasting.
Multim. Tools Appl.
Tiantian Guo, Hua Wang, Mingli Zhang, Yepeng Liu, Fan Zhang
2024 J jnl
Frequency-aware robust multidimensional information fusion framework for remote sensing image segmentation.
Eng. Appl. Artif. Intell.
Junyu Fan, Jinjiang Li, Yepeng Liu, Fan Zhang
2024 J jnl
MEAformer: An all-MLP transformer with temporal external attention for long-term time series forecasting.
Inf. Sci.
Siyuan Huang, Yepeng Liu, Haoyi Cui, Fan Zhang, Jinjiang Li, Xiaofeng Zhang, Mingli Zhang, Cai-ming Zhang
2024 J jnl
Probabilistic interval prediction method based on shape-adaptive quantile regression.
Expert Syst. J. Knowl. Eng.
Lin Li, Hua Wang, Yepeng Liu, Fan Zhang
2023 J jnl
Resformer: Combine quadratic linear transformation with efficient sparse Transformer for long-term series forecasting.
Intell. Data Anal.
Gongguan Chen, Hua Wang, Yepeng Liu, Mingli Zhang, Fan Zhang
2023 B conf
Truncated Weighted Nuclear Norm Regularization and Sparsity for Image Denoising.
ICIP
Mingyan Zhang, Mingli Zhang, Feng Zhao, Fan Zhang, Yepeng Liu, Alan C. Evans
2022 J jnl
Single-image super-resolution based on local biquadratic spline with edge constraints and adaptive optimization in transform domain.
Vis. Comput.
Danya Zhou, Yepeng Liu, Xue-Mei Li, Caiming Zhang
2021 J jnl
Image smoothing based on histogram equalized content-aware patches and direction-constrained sparse gradients.
Signal Process.
Yepeng Liu, Fan Zhang, Yongxia Zhang, Xuemei Li, Caiming Zhang
2021 J jnl
Single image super-resolution using feature adaptive learning and global structure sparsity.
Signal Process.
Jinlong Liu, Yepeng Liu, Heling Wu, Jiaye Wang, Xue-Mei Li, Caiming Zhang
2020 J jnl
Adaptive iterative global image denoising method based on SVD.
IET Image Process.
Yepeng Liu, Xuemei Li, Qiang Guo, Caiming Zhang
2020 J jnl
Image enlargement method based on cubic surfaces with local features as constraints.
Signal Process.
Yepeng Liu, Xuemei Li, Xin Zhang, Caiming Zhang
2020 J jnl
Two-stage image smoothing based on edge-patch histogram equalisation and patch decomposition.
IET Image Process.
Yepeng Liu, Xiang Ma, Xuemei Li, Caiming Zhang
2019 J jnl
Single Image Super-Resolution via Dynamic Lightweight Database with Local-Feature Based Interpolation.
J. Comput. Sci. Technol.
Na Ding, Yepeng Liu, Lin-Wei Fan, Caiming Zhang
2016 J jnl
High-resolution images based on directional fusion of gradient.
Comput. Vis. Media
Liqiong Wu, Yepeng Liu, Brekhna, Ning Liu, Caiming Zhang