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刘业朋
(Yepeng Liu)
Shandong Technology and Business University
13
H指数
79
论文数
652
被引数
0
相关解读
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35
发表时间
发表时间
IF
被引数
Future horizon-guided trend projection: A proactive mapping framework for long-term time series forecasting
未来视野引导的趋势预测：一种用于长期时间序列预测的主动映射框架
Knowledge-Based Systems
IF
7.6
2026-08-03
0
PRE
AI
Xu, Runxuan; Huang, Siyuan; Liu, Yepeng
分享
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NP-MoETSF: A unified framework for Non-Prior Graph Learning in high-dimensional time series with sparse expert networks
NP-MoETSF：高维时间序列非先验图学习的统一框架，带有稀疏专家网络
Knowledge-Based Systems
IF
7.6
2026-07-19
0
PRE
AI
Liang, Mengfan; Zhang, Xiaofeng; Liu, Yepeng; Zhang, Pengbin; Wang, Ren; Wang, Hua; Sun, Yujuan
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FTdasc: A frequency-Time domain approach with stationarity correction for multivariate time series forecasting
FTdasc：一种带有平稳性校正的频域-时域多变量时间序列预测方法
Expert Systems with Applications
IF
7.5
2026-01-11
0
PRE
AI
Fei Hao; Xiaofeng Zhang; Yepeng Liu; Yujuan Sun; Hua Wang; Lin Yang; Ren Wang
分享
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TriTrackNet: A dual-channel time series forecasting model with multi-path interaction and perturbation optimization
TriTrackNet：一种具有多路径交互和扰动优化的双通道时间序列预测模型
Neurocomputing
IF
6.5
2025-12-25
0
PRE
AI
Mengfan Liang; Shixiang Jia; Yepeng Liu; Xiaofeng Zhang; Hua Wang; Yujuan Sun
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Dual-channel transformer: Integrating independence and dependence for time series forecasting
双通道Transformer：整合独立性与依赖性以进行时间序列预测
Expert Systems with Applications
IF
7.5
2025-11-02
0
PRE
AI
Zhigen Huang; Fan Zhang; Yepeng Liu
分享
收藏
A channel-independent network using patch external attention and mamba for long-term multivariate time series forecasting
一种使用补丁外部注意力机制和Mamba的信道无关网络，用于长期多变量时间序列预测
Applied Soft Computing
IF
6.6
2025-10-08
0
PRE
AI
Zhigen Huang; Huiyu Li; Yepeng Liu; Fan Zhang; Xiaofeng Zhang
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A Multiscale Transformer Model for Long Time Series Forecasting Based on Discrete Wavelet Transform and Residual Learning Modules
一种基于离散小波变换和残差学习模块的多尺度Transformer模型，用于长时间序列预测
Journal of Forecasting
IF
2.7
2025-09-02
0
PRE
AI
Menghan Li; Xiaofeng Zhang; Yepeng Liu; Hua Wang; Yujuan Sun; Pengbin Zhang; Qingjun Wang
分享
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Unsupervised image smoothing framework with multi-scale separated convolutional attention and multiple loss constraints
基于多尺度分离卷积注意力和多种损失约束的无监督图像平滑框架
computers
IF
0
2025-08-29
0
PRE
AI
Jiafu Zeng; Yepeng Liu; Huiyu Li; Zhaolong Gao
分享
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Unsupervised bidirectional generative smoothing framework with frequency decomposition and attention enhancement
无监督双向生成平滑框架，具有频率分解和注意力增强
Neurocomputing
IF
6.5
2025-07-24
0
PRE
AI
Jiafu Zeng; Yepeng Liu; Huiyu Li; Fan Zhang
分享
收藏
New perspectives on multivariate time series forecasting: Lightweight networks combined with multi-scale hybrid state space models
多元时间序列预测的新视角：轻量级网络结合多尺度混合状态空间模型
Expert Systems with Applications
IF
7.5
2025-07-03
0
PRE
AI
Fei Hao; Junhai Qiu; Xiaofeng Zhang; Yepeng Liu; Hua Wang; Yujuan Sun; Pengbin Zhang
分享
收藏
Probabilistic intervals prediction based on adaptive regression with attention residual connections and covariance constraints
基于具有注意力残差连接和协方差约束的自适应回归的概率区间预测
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
IF
8
2025-06-09
0
PRE
AI
Zhang, Fan; Wang, Min; Li, Lin; Liu, Yepeng; Wang, Hua
分享
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CycleGAN-based unsupervised image smoothing framework with wavelet downsampling and multi-scale spatially-adaptive attention
基于CycleGAN的无监督图像平滑框架，结合小波下采样和多尺度空间自适应注意力
signal processing
IF
3
2025-06-06
0
PRE
AI
Zeng, Jiafu; Li, Huiyu; Liu, Yepeng; Zhang, Fan
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A decoupled network with variable graph convolution and temporal external attention for long-term multivariate time series forecasting
一种具有变图卷积和时序外部注意力机制的解耦网络，用于长期多变量时间序列预测
EXPERT SYSTEMS WITH APPLICATIONS
IF
7.5
2025-05-01
1
PRE
AI
Liu, Yepeng; Huang, Zhigen; Zhang, Fan; Zhang, Xiaofeng
分享
收藏
CFDformer: Medical image segmentation based on cross fusion dual attention network
BIOMEDICAL SIGNAL PROCESSING AND CONTROL
IF
4.9
2025-03-01
0
PRE
AI
Yang, Zhou; Wang, Hua; Liu, Yepeng; Zhang, Fan
分享
收藏
SDVS-Net: A spatial dilated convolution and variable self-attention network for multivariate long-term time series forecasting
NEUROCOMPUTING
IF
6.5
2025-02-01
0
PRE
AI
Tian, Xiaoyi; Huang, Siyuan; Xiao, Jinjie; Wang, Han; Liu, Yepeng
分享
收藏
MIFNet: Learning Modality-Invariant Features for Generalizable Multimodal Image Matching
MIFNet：学习模态不变特征以实现泛化多模态图像匹配
IEEE Transactions on Image Processing
IF
13.7
2025-01-01
0
OA
AI
Yepeng Liu; Zhichao Sun; Baosheng Yu; Yitian Zhao; Bo Du; Yongchao Xu; Jun Cheng
分享
收藏
Dual structure-aware image filterings for semi-supervised medical image segmentation
用于半监督医学图像分割的双重结构感知图像滤波
MEDICAL IMAGE ANALYSIS
IF
11.8
2025-01-01
0
OA
AI
Gu, Yuliang; Sun, Zhichao; Chen, Tian; Xiao, Xin; Liu, Yepeng; Xu, Yongchao; Najman, Laurent
分享
收藏
Bgman: Boundary-Prior-Guided Multi-scale Aggregation Network for skin lesion segmentation
Bgman: 边界先验引导的多尺度聚合网络用于皮肤病变分割
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS
IF
2.7
2024-07-26
0
PRE
AI
Huang, Zhenyang; Zhao, Yixing; Li, Jinjiang; Liu, Yepeng
分享
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Image smoothing method based on global gradient sparsity and local relative gradient constraint optimization
SCIENTIFIC REPORTS
IF
3.9
2024-07-02
0
OA
AI
Li, Siyuan; Liu, Yuan; Zeng, Jiafu; Liu, Yepeng; Li, Yue; Xie, Qingsong
分享
收藏
Probabilistic interval prediction method based on shape-adaptive quantile regression
EXPERT SYSTEMS
IF
2.3
2024-03-21
0
PRE
AI
Li, Lin; Wang, Hua; Liu, Yepeng; Zhang, Fan
分享
收藏
研究方向
[1].计算机图形学
涉及几何造型、几何建模与优化等方面
[2].图像处理
自然图像处理：涉及图像超分辨率、去噪、平滑和修复等
医学图像处理：涉及单目标、多目标医学图像分割
遥感图像处理：涉及遥感图像变化检测
[3].时间序列预测
时序短期预测：涉及金融大数据预测、智能分析与可视化等
时序长期预测：涉及电力、天气、汇率、交通流量等的预测
智慧医疗大数据分析
语义融合技术
图像修复关键技术
山东捷瑞数字技术开发成果转化
区块链+物联网供应链金融智能化
学生培养
[2].2024年研究生国家奖学金：黄思远（第一届研究生）
[3].2025年山东省研究生创新成果：黄志根、曾家福
合作学者
合作期刊
B
Bo Du
H 指数: 90 · 论文数: 899
张
张超
(Chao Zhang)
H 指数: 56 · 论文数: 681
H
Hua Wang
H 指数: 40 · 论文数: 354
F
Fei Hao
H 指数: 39 · 论文数: 386
L
Laurent Najman
H 指数: 39 · 论文数: 368
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