CV

General Information

Full Name Yuxian Meng
Date of Birth 11th April 1996
Languages Chinese, English
Contact mengyuxian@pku.edu.cn

Education

  • 2014 - 2018
    Bachelor of Mathematics
    Peking University, Beijing, China

Experience

  • 2018 - 2022
    Research Scientist
    Shannon.AI
    • Develop NLP analysis toolbox(e.g. NER, sentiment analysis, news summarization) for financial companies.
    • Lead NLP group for Pitaya, an AI-powered writing tool that is able to do translation, grammar error correction, polish and content generation.
  • 2022 - Present
    Deep Learning Researcher
    JQ Investments
    • Apply Deep Learning in different quantitative scenarios such as feature extraction, price prediction and combinatorial optimization.

Academic Interests

  • Natural Language Processing (NLP)
    • Named Entity Recognition
    • Neural Machine Translation
    • Language Modeling
    • Dependency Parsing
    • Large Language Models
  • Quantitative Finance

Academic Services

  • Action Editor
    • ACL ARR (2024-)
  • Reviewer
    • NeurIPS (2021-)
    • ICLR (2022-)
    • ICML (2023-)