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Large investment model
Special Feature on Theories and Applications of Financial Large Models | Updated:2025-11-18
    • Large investment model

      Enhanced Publication
    • 投资大模型
    • In the field of quantitative investment, the large investment model (LIM) has been introduced to address the challenges of diminishing returns and increasing costs. Expert xx established the LIM system, which employs end-to-end learning and universal modeling to create an upstream foundation model capable of autonomously learning comprehensive signal patterns from diverse financial data. These "global patterns" are then transferred to downstream strategy modeling, optimizing performance for specific tasks.
    • Frontiers of Information Technology & Electronic Engineering   Vol. 26, Issue 10, Pages: 1771-1792(2025)
    • DOI:10.1631/FITEE.2500268    

      CLC: TP391;F830.59
    • Received:27 April 2025

      Revised:2025-08-19

      Published:2025-10

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  • Jian GUO, Heung-Yeung SHUM. Large investment model[J]. Frontiers of Information Technology & Electronic Engineering, 2025, 26(10): 1771-1792. DOI: 10.1631/FITEE.2500268.

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Related Author

Heung-Yeung SHUM
Lionel M. NI
Saizhuo WANG
Jian GUO
Jian GUO
Saizhuo WANG
Hao KONG
Jiadong GUO

Related Institution

The Hong Kong University of Science and Technology
IDEA Research, International Digital Economy Academy
Department of Information Systems, Business Statistics and Operations Management, The Hong Kong University of Science and Technology
School of Computer Science and Technology, Beijing Institute of Technology
Information Hub, The Hong Kong University of Science and Technology
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