基本信息
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职业迁徙
个人简介
My research revolves on conducting, understanding, utilizing structure to solve the practical challenges. My research typically has the following steps: (1) building suitable assumption (2) developing toy examples (3) deriving theoritical understanding (4) aligning understanding with real-world experimental insights. With those steps, I can (1) Find the underlying meaningful structure from raw data (e.g., scene graph in the CV domain) (2) Analyze the quality of the structural data (Network Analysis) (3) Develop powerful graph structural models (focus on the Graph Foundation Model) (4) Find new real-world challenges and define the corresponding research scenarios. More recently, I am exploring more on CV and NLP domain for the graph strcuture usage and the potential for mechanism interpretability.
研究兴趣
论文共 21 篇作者统计合作学者相似作者
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CoRR (2024)
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arxiv(2024)
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Wenqi Fan, Shijie Wang, Jiani Huang,Zhikai Chen,Yu Song,Wenzhuo Tang,Haitao Mao,Hui Liu,Xiaorui Liu,Dawei Yin,Qing Li
arxiv(2024)
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arXiv (Cornell University) (2023)
arXiv (Cornell University) (2023)
arxiv(2023)
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D-Core
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