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个人信息Personal Information
教授 博士生导师 硕士生导师
性别：女
毕业院校：山东大学
学历：研究生(博士)毕业
学位：博士
所在单位：软件学院
入职时间：1997-07
学科：计算机应用技术
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- [1] 房乐鑫. Common Pattern Prior-Driven Semi-Supervised Medical Image Segmentation. IEEE TRANSACTIONS ON MEDICAL IMAGING, 45, 2198, 2026.
- [2] 许云扬. 高精度边界驱动与图像内容自适应的超像素分割方法. 《中国科学（信息科学）》, 56, 1110, 2026.
- [3] 马翔. Reliability-aware Codebook assisted Lightweight Time Series Forecasting. The 40th AAAI Conference on Artificial Intelligence, 2026.
- [4] 李雪梅. ICMBS-Former: Skin lesion segmentation via boundary-region collaborative optimization. Expert Systems with Applications, 322, 132305, 2026.
- [5] 王鹏程. TSCG: Efficient Grouped Channel Interaction for Multivariate Time Series Forecasting. Expert Systems with Applications, 301, 130299, 2025.
- [6] 许云扬. ERN: An Edge Reconstruction Network for Image Super-Resolution Diffusion Model. Knowledge-Based Systems, 333, 115016, 2025.
- [7] 房乐鑫. TD-HCN: A trend-driven hypergraph convolutional network for stock return prediction. NEURAL NETWORKS, 190, 2025.
- [8] 许云扬. 用于超像素分割的边缘增强状态空间模型. Jisuanji Xuebao/Chinese Journal of Computers, 48, 2298-2316, 2025.
- [9] 房乐鑫. Minding Fuzzy Regions: A Data-driven Alternating Learning Paradigm for Stable Lesion Segmentation. CVPR2025, 2025.
- [10] 房乐鑫. Driven by textual knowledge: A Text-View Enhanced Knowledge Transfer Network for lung infection region segmentation. Medical Image Analysis, 2025.
- [11] 赵天龙. TFformer: A Time-Frequency Domain Bidirectional Sequence-Level Attention based Transformer for Interpretable Long-term Sequence Forecasting. Pattern Recognition, 2025.
- [12] 田广坡. MDWConv:CNN based on multi-scale atrous pyramid and depthwise separable convolution for long time series forecasting. Neural Networks, 2025.
- [13] 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.
- [14] 马翔. U-Mixer: An Unet-Mixer Architecture with Stationarity Correction for Time Series Forecasting.. AAAI, 2024.
- [15] 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.
- [16] 马翔. Bridging the Modality Gap: Dimension Information Alignment and Sparse Spatial Constraint for Image-Text Matching. ACM Multimedia, 2024.
- [17] 李澳. Multi-scale convolution enhanced transformer for multivariate long-term timeseries forecasting. NEURAL NETWORKS, 106745, 2024.
- [18] 雷曾裕. DR-GAT: Dynamic routing graph attention network for stock recommendation. Information Sciences, 119833, 2024.
- [19] 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.
- [20] 文德春. MWDINet: A multilevel wavelet decomposition interaction network for stock price prediction. Expert Systems with Applications, 122091, 2024.