Jinan Zou

Dr Jinan Zou

Postdoctoral Research Fellow B

Australian Institute for Machine Learning - Projects

Faculty of Sciences, Engineering and Technology

My research focus has been on developing innovative solutions to complex financial and agricultural challenges, leveraging causality and NLP to gain insights into decision-making processes.

I lead a team to develop a robust, scalable, and autonomous trading platform by leveraging advanced machine learning techniques to optimize and automate various aspects of quantitative trading strategies, focusing specifically on market-making and arbitrage opportunities in both stock and cryptocurrency markets. 

 

  • Appointments
    Date Position Institution name
    2023 - ongoing Postdoctoral Research Fellow Australian Institute for Machine Learning

  • Education
    Date Institution name Country Title
    2019 - 2023 University of Adelaide Australia PHD

  • Journals
    Year Citation
    2023 Zou, J., Liang, G., Zhang, F., Zhang, S., Davey, K., & Guo, Z. (2023). Revisiting the Role of Discharge Products in Li-CO<sub>2</sub> Batteries.. Advanced materials (Deerfield Beach, Fla.), e2210671.
    DOI

  • Conference Papers
    Year Citation
    2022 Qin, Z., Zou, J., Luo, Q., Cao, H., & Jiao, Y. (2022). aiML at the FinNLP-2022 ERAI Task: Combining Classification and Regression Tasks for Financial Opinion Mining. In FinNLP 2022 - 4th Workshop on Financial Technology and Natural Language Processing, Proceedings of the Workshop (pp. 127-131).
    Scopus1
    2022 Zou, J., Cao, H., Liu, Y., Liu, L., Abbasnejad, E., & Shi, J. Q. (2022). UOA at the FinNLP-2022 ERAI Task: Leveraging the Class Label Description for Financial Opinion Mining. In FinNLP 2022 - 4th Workshop on Financial Technology and Natural Language Processing, Proceedings of the Workshop (pp. 122-126). Online: Association for Computational Linguistics (ACL).
    Scopus1
    2022 Zou, J., Cao, H., Liu, L., Lin, Y., Abbasnejad, E., & Shi, J. Q. (2022). Astock: A New Dataset and Automated Stock Trading based on Stock-specific News Analyzing Model. In FinNLP 2022 - 4th Workshop on Financial Technology and Natural Language Processing, Proceedings of the Workshop (pp. 178-186). Online: Association for Computational Linguistics (ACL).
    Scopus2

Introduction to Statistical Machine Learning, Concepts in Artificial Intelligence and Machine Learning, Deep Learning Fundamentals, CS Research Projects (Honour and Master), AI Technologies

  • Position: Postdoctoral Research Fellow B
  • Phone: 83131583
  • Email: jinan.zou@adelaide.edu.au
  • Campus: North Terrace
  • Building: Australian Institute for Machine Learning, floor G
  • Org Unit: Australian Institute for Machine Learning - Operations
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