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主要研究方向包括图机器学习、知识增强大模型（RAG）与智能视觉分析。围绕图神经网络、图表示学习和图对比学习，研究复杂关系建模、噪声鲁棒学习及样本价值评估等问题；面向大语言模型，重点开展检索增强生成、参数化知识注入、智能体及医学问答研究；同时关注高光谱图像分析、推荐系统和三维场景重建等领域，致力于构建具有较强泛化能力、可解释性和实际应用价值的智能学习方法。
万升
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School/Department:COLLEGE OF SMART AGRICULTURE (College of Artificial Intelligence)

Name (Simplified Chinese):万升

Education Level:With Certificate of Graduation for Doctorate Study

Degree:Doctoral Degree in Engineering

Professional Title:Associate Professor

Discipline:Computer Science and Technology

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  • Personal HonorMore
  • 2024   南京理工大学优秀博士学位论文
  • 2024   中国电子学会科学技术奖二等奖（排名第三）
  • 2024   中国电子学会优博
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    • 2019.3-2023.3
      南京理工大学  | 计算机科学与技术  | Doctoral Degree in Engineering  | With Certificate of Graduation for Doctorate Study
    • 2016.9-2018.12
      南京农业大学  | 计算机科学与技术  | Master's Degree in Engineering  | With Certificate of Graduation for Study as Master's Candidates
    • 2012.9-2016.6
      南京农业大学  | 生命科学基地班  | Bachelor's Degree in Science  | University graduated
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