Publications
- 1. Deep Reinforcement Learning for Sequential Targeting
Wen Wang, Beibei Li, Xueming Luo
Management Science (IS department) [Paper link]
ICIS 2020, AIML 2020, MIT CODE 2020, INFORMS Annual Meeting
- 2. Predicting Instructor Performance in Online Education: An Interpretable Hierarchical Transformer with Contextual Attention
Wen Wang, Mi Zhou, Beibei Li
Information Systems Research, Forthcoming [Paper link]
INFORMS Annual Meeting
- 3. Learning Personalized Privacy Preference From Public Data
Wen Wang, Beibei Li
Information Systems Research, Forthcoming [Paper link]
SCECR 2023, ICIS 2023
Working Papers
- 4. Unraveling Generative AI from A Human Intelligence Perspective: A Battery of Experiments
Wen Wang, Siqi Pei, Tianshu Sun
Under 2nd Round Major Revision at Information Systems Research [Paper link]
CKGSB Digital Young Scholar Symposium
- 5. Music Motion Synergy: A Multi-Modal Deep Learning Measure for Unveiling Engagement and Consumer Insights in Social Media Videos
Erya Ouyang, Wen Wang, Xueming Luo
Under 2nd Round Review at Management Science (IS department) (last round decision: Reject and Resubmit)
Marketing Science Conference 2023, AIML 2023, INFORMS Annual Meeting 2024
- 6. Divergent Thinking and Online Videos: A Study of TED Talks via Multi-Modal Video Analytics.
Wen Wang, Beibei Li, Michael D Smith.
Under 1st round Major Revision at Information Systems Research [Paper link]
Best Paper Award in Digital Innovation Track at ICIS 2021
ICIS 2021, CSWIM 2021
- 7. Human-AI Co-Creation in Product Ideation: the Dual View of Quality and Diversity
Wen Wang, Mochen Yang, Tianshu Sun
Under 1st round Major Revision at MIS Quarterly [Paper link]
- 8. Customizing Large Language Models for Business Context: Framework and Experiments
Wen Wang, Zhenyue Zhao, Tianshu Sun [Paper link]
Under Review
- 9. Generative AI and Artists: Consumer Preferences for Style and Fair Compensation
Wen Wang, Jason Bell, Jeff Dotson, David Schweidel [Paper link]
Under Review
Marketing Science Conference 2023
- 10. Clean Up Your Act: Impact of Privacy Regulation on Live Streaming Influencers
Yuan Yuan, Nikhil Malik, Wen Wang, Kannan Srinivasan
AIML 2023, AIM Conference 2024
Gerard Tellis Award for Excellence in Research at AIM Conference 2024
- 11. Spillover Effects of Generative AI on Human-Generated Content Creation: Evidence from a Crowd-Sourcing Design Platform
Weihong Zhao, Wen Wang, Siva Viswanathan [Paper link]
WISE2023, INFORMS Annual Meeting 2024
- 12. Text versus Video for Knowledge Communication? Combining Quasi-Experiments and the Interpretable Video Analytics
Gujie Li, Jui Ramaprasad, Lauren Rhue, Wen Wang
SCECR 2023, CIST 2023, WISE2023
Best Paper Award Nominee at WISE 2023
Work-in-progress
13. Managing Cognitive Load Patterns using Guided Attention Graphs (with Pedro Ferreira, Yi-yun Chu, Zhe Deng) Accepted at SCECR 2024
14. Interpretable Language Model (with Tianshu Sun, Yan Leng)
15. Demand prediction (with Yifan Yu, Tian Wang)
Machine learning and Information Systems conferences
- Empower Audience Creativity Using Multi-Modal Video Analytics: Evidence From TED Talks.
Wen Wang, Beibei Li, Michael D.Smith
International Conference on Information Systems (ICIS) 2021 Best Paper Award in Digital Innovation Track at ICIS 2021
- Nudge to Refill? Modeling Consumer Health Risk with Graph Convolutional Networks for Online Pharmaceutical Targeting
Wen Wang, Xueming Luo, Beibei Li
International Conference on Information Systems (ICIS) 2021 Nominated as Kauffman Best Student Paper Award at ICIS 2021
- DyCRS: Dynamic Interpretable Postoperative Complication Risk Scoring
Wen Wang, Han Zhao, Honglei Zhuang, Nirav Shah, and Rema Padman
- AI Agents for Sequential Promotions: Combining Deep Reinforcement Learning and Dynamic Field Experimentation
Wen Wang, Beibei Li, Xueming Luo, Xiaoyi Wang
International Conference on Information Systems (ICIS) 2020
- Post-operative real-time complication risk scoring system
Wen Wang, Rema Padman, Nirav Shah
International Workshop on Health Intelligence, AAAI 2019.
- Early Stratification of Patients at Risk for Postoperative Complications after Elective Colectomy
Wen Wang, Rema Padman, Nirav Shah