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.
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).
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)
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