Li Xuemei
Professor
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... More+
Scientific Research
Working-Papers
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Paper Publications
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田广坡. MultiWaveNet: A long time series forecasting framework based on multi-scale analysis and multi-channel feature fusion. Expert Systems with Applications, 124088, 2024.
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马翔. U-Mixer: An Unet-Mixer Architecture with Stationarity Correction for Time Series Forecasting.. 2024.
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赵天龙. Diff-MGR: Dynamic causal graph attention and pattern reproduction guided diffusion model for multivariate time series probabilistic forecasting. Information Sciences, 120742, 2024.
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马翔. Bridging the Modality Gap: Dimension Information Alignment and Sparse Spatial Constraint for Image-Text Matching. 2024.
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李澳. Multi-scale convolution enhanced transformer for multivariate long-term timeseries forecasting. NEURAL NETWORKS, 106745, 2024.
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雷曾裕. DR-GAT: Dynamic routing graph attention network for stock recommendation. Information Sciences, 119833, 2024.
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杨震. MDF-DMC: A stock prediction model combining multi-view stock data features with dynamic market correlation information. Expert Systems with Applications, 122134, 2024.
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文德春. MWDINet: A multilevel wavelet decomposition interaction network for stock price prediction. Expert Systems with Applications, 122091, 2024.
Patents
More>Published Books
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Research Projects
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物联网大数据智能分析, 2023-06-06-2026-06-06
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分片低秩数据拟合的理论和关键技术研究, 2020-09-18-2024-12-31
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未来智能计算协同创新中心, 2019-08-01-2020-09-30
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未来智能计算协同创新项目, 2018-09-01-2020-09-30
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图像放大中的几何问题研究, 2015-08-17-2019-12-31
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医学图像处理中的分割与拟合问题研究, 2011-08-31-2014-12-31
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非对称花纹轮胎内外侧自动检测软件开发协议, 2013-08-15-2014-12-31
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三维数据表示理论和关键技术, 2010-01-01-2013-12-31
Research Team
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