no code implementations • 11 Mar 2024 • Junyi Ye, Bhaskar Goswami, Jingyi Gu, Ajim Uddin, Guiling Wang
This paper comprehensively reviews the application of machine learning (ML) and AI in finance, specifically in the context of asset pricing.
no code implementations • 27 Jan 2024 • Junyi Ye, Mengnan Du, Guiling Wang
This paper introduces DataFrame question answering (QA), a novel task that utilizes large language models (LLMs) to generate Pandas queries for information retrieval and data analysis on dataframes, emphasizing safe and non-revealing data handling.
1 code implementation • 20 Nov 2022 • Wenlu Du, Junyi Ye, Jingyi Gu, Jing Li, Hua Wei, Guiling Wang
Traffic signal control is safety-critical for our daily life.
no code implementations • 1 Oct 2021 • Ankan Dash, Junyi Ye, Guiling Wang
Therefore in this article we provide a comprehensive overview of the applications of GANs in a wide variety of disciplines.
no code implementations • 7 Jun 2021 • Ankan Dash, Junyi Ye, Guiling Wang
For generating high resolution solar images we use the Pix2PixHD and Pix2Pix algorithms.