Research
My research explores the intersection of technology, finance, and human interaction, employing advanced methodologies including generative AI, machine learning, and econometrics.
Research Topics
Fintech
Exploring user behavior sequence patterns with generative AI for intelligent marketing and fraud detection.
Digital Innovation
Investigating digital transformation, entrepreneurship, and technology adoption patterns
Human-AR Interaction
Studying augmented reality applications and their impact on human performance and behavior
Under Review Papers
The Democratization Dilemma: Scaling up Crowdfunding Campaigns and its Mixed Implications for Venture Capital Investors
Han, Xuewen; Xu, Sean Xin; Yin, Zhitao
Information Systems Research (UTD 24)
Legal Shields, Hidden Costs: The Dual Impact of Anti‑Patent‑Troll Laws on IT Firm Innovation
Han, Xuewen; Yin, Zhitao; Rai, Arun
Information Systems Research (UTD 24)
Interpretable Text Embedding via Generative AI Models
Han, Xuewen; Cai, Yao; Xu, Sean Xin; Zhang, Kunpeng
MIS Quarterly (UTD 24)
Financial Sequence Data Modeling for Purchase Intention Prediction: A Theory-guided Transformer-based Approach
Han, Xuewen; Song, Qingping; Xu, Sean Xin; Zhang, Kunpeng
MIS Quarterly (UTD 24)
Working Papers
Generative AI for Modeling Customer Behavior in Retail Banking: Exploring Effective Intervention Strategies
Han, Xuewen; Xu, Sean Xin; Zhang, Kunpeng
Target: Marketing Science
How Augmented Reality (AR) Improves Workers' Task Performance: Airplane Maintenance With Field Evidence
Yang, Zherui; Li, Ting; Han, Xuewen; Xu, Sean Xin; Yin, Zhitao
Target: Management Science
Conference Papers
GenAI for (Social) Science: Customer Behavior Modeling in a Retail Bank
Han, Xuewen; Xu, Sean Xin; Zhang, Kunpeng
Presentations:
2024 Conference on Information Systems and Technology
Seattle, US
2024 China Association Information Systems
Tianjin, China
Best paper
The 4th AIS SIG DITE Paper Development Workshop
Cleveland, US
The 9th International Conference on Smart Finance
Hefei, China
Enhancing Investment Analysis: Optimizing AI-Agent Collaboration in Financial Research
Han, Xuewen; Wang, Neng; Che, Shangkun; Yang, Hongyang; Zhang, Kunpeng; Xu, Sean Xin
Presentations:
The 5th ACM International Conference on AI in Finance
New York, US
IoT and Wearable Devices-enhanced Information Provision of AR Glasses: A Multi-modal Analysis in Aviation Industry
Han, Xuewen; Li, Ting; Xu, Sean Xin; Yang, Zherui; Yin, Zhitao; Zhang, Kunpeng
Presentations:
2023 International Conference on Information Systems
Hyderabad, India
Best paper nominee
2023 China Association Information Systems
Hangzhou, China
Best paper
Interpretable Text Embedding via Generative AI Models
Han, Xuewen; Xu, Sean Xin; Zhang, Kunpeng
Presentations:
2024 BizAI Conference
UT Dallas, US
2023 China Association Information Systems
Hangzhou, China
A Transformer-based Joint Representation Learning for Customer Purchase Intention Prediction
Han, Xuewen; Song, Qingping; Xu, Sean Xin; Zhang, Kunpeng
Presentations:
2023 Conference on Information Systems and Technology
Arizona, US
2023 China Summer Workshop on Information Management
Changsha, China
How does Augmented Reality (AR) Improve Workers' Performance?
Yang, Zherui; Li, Ting; Han, Xuewen; Xu, Sean Xin; Yin, Zhitao
Presentations:
2024 Workshop on Information Systems and Economics
Bangkok, Thailand
2023 Decision Science Institute 52nd Annual Conference
Texas, US
2022 Institute for Operations Research and the Management Sciences
Indianapolis, US
2022 China Summer Workshop on Information Management
Ningbo, China
2022 Symposium on Statistical Challenges in Electronic Commerce Research
Madrid, Spain
Gig Economy Regulation and Financing for Entrepreneurship: Evidence from the Regulations of Transportation Network Companies in the US
Han, Xuewen; Xu, Sean Xin; Yin, Zhitao
Presentations:
2021 China Association Information Systems
Changsha, China