年末福利！2024年AI量化论文优选41篇｜附精华解读

End of the year benefits! 41 selected AI quantification papers in 2024｜With interpretation of the highlightsAs a year-end benefit for TheQuantHackers, in this summary, we have included a total of 41 (selected and extended reading) cutting-edge research results in the field of quantitative finance. The papers cover diverse topics ranging from equities, FX, commodities, fixed income and credit markets to portfolio optimization, market forecasting, derivatives modeling, macroeconomic and geopolitical risk, and cryptocurrencies and DeFi. What is particularly noteworthy is that more and more work is introducing artificial intelligence (AI) and large language models (LLMs) into financial analysis and transactions, which not only improves the accuracy and efficiency of prediction and evaluation, but also provides new ideas for strategy formulation, investment decision-making and risk management. The papers selected for this article span a variety of asset classes and research directions, including but not limited to the following key areas: - AI and LLM Applications in Finance: Use LLM fine-tuning, hint engineering, multi-modal Transformer and diffusion models to deal with data imbalance and complex forecasting challenges. - Market Microstructure and Liquidity Analysis: Proposes new theoretical and empirical research on LOBs, automated market makers (AMMs), price shocks and market vulnerability issues. - Risk…