何洪豆
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讲师,硕士生导师,主讲《数据结构》和《操作系统》课程。

每年招收3名研究生,欢迎动手能力强、有科研兴趣的同学加入。

发表论文

[1] How attention is applied to graph neural networks: A comprehensive survey. Computer Science Review, 2026. (1Top)

[2] Towards structured semantic representation via hierarchical transformer network for software defect prediction. Journal of Systems and Software, 2026. (2)

[3] Improving imbalanced microstructure classification of ultrahigh carbon steel with spatial attention and ensemble prediction. Materials Characterization, 2026.  (2)

[4] Graph Attention‐Based Contextual Semantic Correlation Analysis for Software Fault Localization. Journal of Software: Evolution and Process, 2026. (4,CCF-B)

[5] FTE-GCNGRU: PM2.5 prediction integrating station importance and spatiotemporal deep learning model under multi-layer air quality network. Building and Environment, 2026. (1Top)

[6] MMSeg: A multimodal multi-scale point cloud segmentation model for navigable areas in complex field environments. Robotics and Autonomous Systems, 2026.  (2)

[7] LGSMOTE-IDS: Line Graph based Weighted-Distance SMOTE for imbalanced network traffic detection. Expert Systems with Applications, 2025. (1Top)

[8] Bidirectional Multimodal Fusion for Point Cloud Segmentation of Navigable Areas in Complex Field Emergency Environments. Journal of Field Robotics, 2025.  (2)

[9] LSW-Net: A complex wilderness scenarios segmentation technique based on learnable spherical window multi-modal feature fusion. Digital Signal Processing, 2025(3)

[10] LDA-Mono: A lightweight dual aggregation network for self-supervised monocular depth estimation. Knowledge-Based Systems, 2024. (1Top)

科研项目

[1] 高炉生产全流程智能预警、诊断与控制平台的研究与应用(合作). 2025.7-2027.12. 太原市揭榜挂帅项目.

[2] 面向软件缺陷定位的动态行为建模与演化博弈推理的智能方法研究. 2026.01-2027.12. 燕山大学科研培育项目.

[3] 工业设计数据资源中心软件系统开发(驾驶室结构设计).2022. 徐州工程机械研究院.

[4] 六维力解耦校准实验平台设计开发.2021. 航空工业计量测试技术研究所.

  • Education Background
  • Work Experience
2010-9 | 2014-7
  • 燕山大学
  • Computer Science and Technology
  • 大学本科毕业
  • Bachelor

2017-9 | 2020-7
  • 燕山大学
  • Computer Science and Technology
  • 博士研究生毕业
  • 博士学位

  • Social Affiliations
  • Research Focus
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Personal information

Lecturer (University)
Supervisor of Master's Candidates

Degree : 博士学位

Alma Mater : 燕山大学

Education Level : 博士研究生毕业

School/Department : 人工智能学院(软件学院)

Date of Employment : Wed Jul 01 00:00:00 GMT+08:00 2020

Discipline : Computer Application Technology

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