研究兴趣
人工智能、大模型应用、群体智能、人智交互与协同决策、社交媒体分析
主要研究方法
统计机器学习,深度学习,贝叶斯统计,强化深度学习等
发表论文
(2022). Combining Crowd and Machine Intelligence to Detect False News on Social Media, MIS Quarterly, 46(2): 977-1008. 第一作者
(2022). Detecting Product Adoption Intentions via Multiview Deep Learning. INFORMS Journal on Computing, 34(1): 541-556. 共同第一作者
(2022). Your Posts Betray You: Detecting Influencer-generated Sponsored Posts by Finding the Right Clues, Information & Management, 59(8): 103719. 第三作者
(2022). Equitable Access to COVID-19 Vaccines Makes a Life-saving Difference to All Countries, Nature Human Behaviour, 6(2): 207-216. 第三作者
(2021). Predicting Product Adoption Intention: An Integrated Behavioral Model-Inspired Multiview Learning Approach. Information & Management, 58(7): 103484. 共同第一作者
(2020). A Matter of Reevaluation: Incentivizing Users to Contribute Reviews in Online Platforms. Decision Support Systems, 128: 113158. 通讯作者
(2019). Identifying the Complements and Substitutes of Products: A Neural Network Framework Based on Product Embedding. ACM Transactions on Knowledge Discovery from Data, 13(3): 1-29. 第二作者
(2018). Maximizing the Influence in Social Networks via Holistic Probability Maximization. International Journal of Intelligent Systems, 33(10): 2038-2057. 第二作者
科研项目
1. 国家自然科学基金青年项目,2023-01-01至2025-12-31,30万,主持
2. 上海市“晨光计划”,2022-01至2024-12,2万,主持