Awesome

Fintech Literature

The repository is maintained by AMI group at Nanyang Technological University, which contains:

• Conference Publications
• Journal Publications
• Books & Surveys
• Useful Links

in Fintech (especially quantitative finance). Publications are arranged in the reverse chronological order.

• Reinforcement Learning in Trading

  • Algorithmic Trading

  • Portfolio Management

  • Order Execution

  • Market Making

• Market Simulator

  • Agent-based Market Simulator

  • GAN-based Market Simulator

• Artificial Intelligence Conferences

  • WWW - 2022 | 2021 | 2020

  • AAAI - 2022 | 2021 | 2020

  • IJCAI - 2022 | 2021 | 2020 (Fintech Track)

<br> </br>

• Data Mining Conferences

  • KDD - 2022 | 2021 | Before 2020

  • ICDM - 2021 (Sep) | 2020

<br> </br>

• Machine Learning Conferences

  • Fintech in top ML conferecnes

<br> </br>

• Natural Language Processing Conferences

  • Fintech in top NLP conferecnes

<br> </br>

• Finance Journal

  • AI Journal

  • Classic Paper

  • ML in finance

  • Journal of Financial Data Science

<br> </br>

• Survey & Book

  • Survey

  • Book

<br> </br>

• Userful Links

  • Qlib: An AI-oriented Quantitative Investment Platform

  • FinRL: A Deep Reinforcement Learning Framework for Automated Trading in Quantitative Finance.