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Huaming Du 杜华明

About Me

I’m currently a PhD candicate in Southwestern University of Finance and Economics (SWUFE).

Experience

  • 2020-now Southwestern University of Finance and Economics (SWUFE), Chengdu, China
    • PhD student, Majoring in Management of Big Data, supervised by Gang Kou and Yu Zhao (co-supervise)
  • 2015-2018 China University of Petroleum (CUP), Beijing, China
    • Master student, Majoring in Oil-Gas Field Development Engineering

Research

My research interest is graph learning, causal inference and LLM.

Publications

  • Yu Zhao, Huaming Du, Ying Liu, Shaopeng Wei, Xingyan Chen, Fuzhen Zhuang, Qing Li, Gang Kou. Stock Movement Prediction Based on Bi-typed and Hybrid-relational Market Knowledge Graph via Dual Attention Networks, TKDE, 2022, [paper]
  • Huaming Du, Zhilong Xie, Jia Song, Yaoxing Yuan, Jiacan Li, Xingyan Chen, Huangen Chen, Yu Zhao, Fuzhen Zhuang, Qing Li. DKPE: Deep keyphrase expansion, Neurocomputing, 2023, [paper]
  • Yu Zhao, Shaopeng Wei, Huaming Du, Xingyan Chen, Qing Li, Fuzhen Zhuang, Ji Liu, Gang Kou. Learning Bi-typed Multi-relational Heterogeneous Graph via Dual Hierarchical Attention Networks, TKDE, 2022, [paper]
  • Yu Zhao, Leilei Wang, Cui Wang, Huaming Du, Shaopeng Wei, Huali Feng, Zongjian Yu, Qing Li. Multi-granularity heterogeneous graph attention networks for extractive document summarization, Neural Networks, 2022, [paper]

Program

  • Leader. 基于图神经网络的企业金融风险及其可解释性研究. Supported by the Fundamental Research Funds for the Central Universities (JBK2307016), RMB 10,000.

Contact

[email protected]

trytodoit227's Projects

trytodoit227 doesn’t have any public repositories yet.

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