工学博士，山东大学软件学院教授，博/硕士生导师，前沿交叉研究中心副主任，山大-有人物联网新一代信息技术研究中心主任。目前主要研究领域为智能图形图像处理、智能计算、时间序列分析与信息可视化。在国内外有影响的杂志和学术会议上发表相关论文40余篇。主持国家自然科学基金项目3项，横向课题2项，并参与多项国家自然科学基金重点及面上项目。获教育部科技进步二等奖、省科技进步一、二等奖各1项，全国大学生软件创新大赛一等奖和最具创业潜力奖。中国工业与应用数学学会CD&C专委会委员，中国图学学会计算机图学专业委员会委员，中国图学学会图学大数据专业委员会委员兼副秘书长。

1. 时间序列分析

2. 智能图形图像处理

3. 计算机辅助几何设计

4. 计算机图形学

(1)房乐鑫. Minding Fuzzy Regions: A Data-driven Alternating Learning Paradigm for Stable Lesion Segmentation .CVPR2025 .2025

(2)房乐鑫. Driven by textual knowledge: A Text-View Enhanced Knowledge Transfer Network for lung infection region segmentation .Medical Image Analysis .2025

(3)赵天龙. TFformer: A Time-Frequency Domain Bidirectional Sequence-Level Attention based Transformer for Interpretable Long-term Sequence Forecasting .Pattern Recognition .2025

(4)田广坡. MDWConv:CNN based on multi-scale atrous pyramid and depthwise separable convolution for long time series forecasting .Neural Networks .2025

(5)田广坡. MultiWaveNet: A long time series forecasting framework based on multi-scale analysis and multi-channel feature fusion .Expert Systems with Applications .2024 (251):124088

(6)马翔. U-Mixer: An Unet-Mixer Architecture with Stationarity Correction for Time Series Forecasting. .AAAI .2024

(7)赵天龙. Diff-MGR: Dynamic causal graph attention and pattern reproduction guided diffusion model for multivariate time series probabilistic forecasting .Information Sciences .2024 (675):120742

(8)马翔. Bridging the Modality Gap: Dimension Information Alignment and Sparse Spatial Constraint for Image-Text Matching .ACM Multimedia .2024

(9)李澳. Multi-scale convolution enhanced transformer for multivariate long-term timeseries forecasting .NEURAL NETWORKS .2024 (180):106745

(10)雷曾裕. DR-GAT: Dynamic routing graph attention network for stock recommendation .Information Sciences .2024 (654):119833

(11)杨震. MDF-DMC: A stock prediction model combining multi-view stock data features with dynamic market correlation information .Expert Systems with Applications .2024 (238):122134

(12)文德春. MWDINet: A multilevel wavelet decomposition interaction network for stock price prediction .Expert Systems with Applications .2024 (238):122091

(13)田光坡. MultiWaveNet: A long time series forecasting framework based on multi-scale analysis and multi-channel feature fusion .Expert Systems with Applications .2024 ,251

(14)文德春. MWDINet: A multilevel wavelet decomposition interaction network for stock price prediction .Expert Systems with Applications .2024 ,238

(15)杨震. MDF-DMC: A stock prediction model combining multi-view stock data features with dynamic market correlation information .Expert Systems with Applications .2024 ,238

(16)冯文治. A representation learning framework for stock movement prediction .Applied Soft Computing .2023 ,144

(17)雷曾裕. DR-GAT: Dynamic routing graph attention network for stock recommendation .Information Sciences .2024 ,654

(18)刘化金. A stock rank prediction method combining industry attributes and price data of stocks .Information Processing & Management .2023 ,60 (4)

(19)赵天龙. Asset correlation based deep reinforcement learning for the portfolio selection .Expert Systems with Applications .2023 ,221

(20)宋国伟. Stock ranking prediction using a graph aggregation network based on stock price and stock relationship information .Information Sciences .2023 ,643

(21)马翔. Dynamic graph construction via motif detection for stock prediction .Information Processing & Management .2023 ,60 (6)

(22)袁晨迅. COVID19-MLSF: A multi-task learning-based stock market forecasting framework during the COVID-19 pandemic .Expert Systems with Applications .2023 (217):119549

(23)Chenxun Yuan. COVID19-MLSF: A multi-task learning-based stock market forecasting framework during the COVID-19 pandemic .Expert Systems With Applications .2023 ,217

(24)刘腾腾. A stock price prediction method based on meta-learning and variational mode decomposition .Knowledge-Based Systems .2022 (252)

(25)陈星潼. A hierarchical attention network for stock prediction based on attentive multi-view news learning .Neurocomputing .2022 (504)

(26)马翔. Fuzzy hypergraph network for recommending top-K profitable stocks .Information Sciences .2022 (2022)

(27)许云扬. High quality superpixel generation through regional decomposition .IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY .2022 (14)

(28)时妙文. A competent image denoising method based on structural information extraction .The Visual Computer .2022 (2022)

(29)齐月双. An efficient FCM-based method for image refinement segmentation .Visual Computer .2021

(30)时妙文. Detail preserving image denoising with patch-based structure similarity via sparse representation and SVD .COMPUTER VISION AND IMAGE UNDERSTANDING .2021 ,206

(31)马翔. Image smoothing based on global sparsity decomposition and a variable parameter .COMPUTATIONAL VISUAL MEDIA .2021 ,7 (4):483

(32)徐红. A Medical Image Segmentation Method With Anti-Noise and Bias-Field Correction .IEEE Access .2020 ,8 :98548

(33)周丹雅. Single-image super-resolution based on local biquadratic spline with edge constraints and adaptive optimization in transform domain .Visual Computer .2020

(34)夏菁. A New Hybrid Brain MR Image Segmentation Algorithm With Super-Resolution, Spatial Constraint-Based Clustering and Fine Tuning .IEEE Access .2020 ,8 :135897

(35)范琳伟. Adaptive Texture-Preserving Denoising Method Using Gradient Histogram and Nonlocal Self-Similarity Priors .IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY .2019 ,29 (11):3222

(36)刘业朋. Adaptive iterative global image denoising method based on SVD .IET Image Processing .2020 (在线)

(37)刘业朋. Image enlargement method based on cubic surfaces with local features as constraints .SIGNAL PROCESSING Journal .2020 ,166

(38)Yepeng Liu. Two-stage Image Smoothing Based on Edge-patch Histogram Equalization and Patch Decomposition .IET Image Processing .2020 ,14 (6):1132

(39)Hong Xu. A Medical Image Segmentation Method with Anti-noise and Bias-field Correction .IEEE Access .2020 ,8 (1):98548

(40)Xin Qian. Weighted Superpixel Segmentation .The Visual Computer .2019 ,35 (6-8):985

(41)Yue Liu. Sketch simplification guided by complex agglomeration .SCIENCE CHINA-Information Sciences .2019 ,62 (5)

(42)Xuemei Li. Formula for computing knots with minimum stress and stretching energies .SCIENCE CHINA-Information Sciences .2017 ,61 (5):1

(43)张新. 特征约束的多实例图像超分辨率 .计算机辅助几何设计学报 .2016 ,28 (4):580

(44)Deng Wenqian. A modified fuzzy c-means algorithm for brain MR image segmentation and bias field correction .JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY .2016 ,31 (3):501

(45)Li Xuemei. Discussion on relationship between minimal energy and curve shapes .Applied Mathematics-A Journal of Chinese Universities Series B .2014 ,29 (4):379

(46)Yepeng Liu. Image enlargement method based on cubic surfaces with local features as constraints .Signal Processing - Theories and Applications .2020 ,166

(47)Shixiang Jia. A fast and robust FCM algorithm with local information for image segmentation .ICIC Express letters .2015 ,9 (3):869

(48)Jia Shixiang. Non-homogeneous mesh resizing with feature preserved .《Journal of Information and Computational Science》 .2014 ,11 (9):3251

(49)张传海. 纹理无关的轮胎裂纹检测算法 .计算机辅助设计与图形学学报 .2013 ,26 (6):809

(50)Yongxia Zhang. Salt and pepper noise removal in surveillance video based on low-rank matrix recovery .Computational Visual Media .2015 ,1 (1):59

(51)Xu Luan. Image interpolation algorithm on a triangular grid .Computer Aided Drafting, Design and Manufacturing .2016 ,26 (1):19

(52)Li Xuemei. Cubic Surface Fitting to Image by Combination Method .中国科学 .2010 ,53 (7):1287

(53)Yu Wei. Graph cuts image segmentation in a hexagonal-image processing framework .《Journal of Computational Information Systems》 .2012 ,8 (14):5953

(54)Yu Wei. Color homogenization of the color cryosection images based on color transfer .Research Journal of Applied Sciences, Engineering and Technology .2012 ,4 (22):4761

(55)Linwei Fan. Adaptive Texture-Preserving Denoising Method Using Gradient Histogram and Nonlocal Self-Similarity Priors .IEEE Transactions on Circuits and Systems for Video Technology .2018 :1

(56)Linwei Fa. Nonlocal image denoising using edge-based similarity metric and adaptive parameter selection .SCIENCE CHINA-Information Sciences .2018 ,61 (4)

(57)Yongxia Zhang. A Simple Algorithm of Superpixel Segmentation With Boundary Constraint .IEEE Transactions on Circuits and Systems for Video Technology .2017 ,27 (7):1502

(58)Xin Zhang. Non-local feature back-projection for image super-resolution .IET Image Processing .2016

(59)Li Xuemei. A Modification to MC Algorithm Using Data Mining Technique .FSKD 2008 .2008 ,4 (1):295

(60)张彩明. Occlusion-Aided Support Weights for Local Stereo Matching .International Journal of Pattern Recognition and Artificial Intelligence .2012 ,26 (3)

(61)Li Peipei. Discussion on Minimal Curvature Variation in Cubic Hermite Curve Construction .Journal of Advanced Mechanical Design, Systems and Manufacturing .2012 ,6 (3):366

(62)Caiming Zhang. Local computation of curve interpolation knots with quadratic precision .Computer Aided Design .2013 ,45 (4):853

(63)夏菁. 结合边缘局部信息的FCM抗噪图像分割算法 .计算机辅助设计与图形学学报》 .2014

(64)Ling Zhang. Surface Interpolation to Image with Edge Preserving .22nd International Conference on Pattern Recognition 2014: 1055-1060瑞典 .2014

(65)Shixiang Jia. Mesh resizing based on hierarchical saliency detection .Graphical Models .2014

(66)张彩明. 基于组合方法对图像的双三次多项式拟合 .中国科学 .2011 ,41 (9):1101

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2. 电力负荷概率预测方法、系统、介质、设备及程序产品

3. 一种可聚焦提示调优的心脏图像分割系统

4. 基于核化循环神经网络的风速预测方法及系统

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9. 基于像素间相似性的彩色图像超像素分割方法

10. 一种具有抗噪性和偏场校正的图像分割方法

11. 一种保持边缘和平滑度可调节的图像平滑方法

12. 基于三角形网格的图像插值放大方法和装置

13. 基于粒子系统的区域污染物浓度可视化方法

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