Research

My research interests include multimodal computing, natural language processing, machine learning interpretation, and applications in management science. I am open to research questions regarding analytical prediction and decision-making on unstructured data.

[Google Scholar]

Journal Publications

• Unlocking the Power of Voice for Financial Risk Prediction: A Theory-Driven Deep Learning Design Approach (2023)

  with Yi Yang, Yangyang Fan, and Zhongju Zhang

  MIS Quarterly 47 (1).

Conference Publications

• Financial Risk Prediction with Multi-Round Q&A Attention Network (2020) [Paper]

  Zhen Ye, Yu Qin, Wei Xu

  Proceedings of the 29th International Joint Conference on Artificial Intelligence (IJCAI’20)

• What You Say and How You Say It Matters: Predicting Stock Volatility Using Verbal and Vocal Cues (2019) [Paper] [Data]

  Yu Qin, Yi Yang

  Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL’19)

Presentations and Invited Talks

• 2022: INFORMS Annual Meeting 2022, UMass Lowell (Manning)
• 2019: ACL’19