文弘毅 (Hongyi Wen)
计算机科学助理教授
Email
hongyi.wen@nyu.edu
Room
S712
Homepage Link
文弘毅现任上海纽约大学计算机科学助理教授。文教授于2016年在清华大学获得计算机科学与技术工学学士学位,在康奈尔大学获得信息科学博士学位,师从Deborah Estrin教授。他的研究致力于开发人机协同的机器学习系统,以提高个性化推荐的长期价值。
代表性论著
- Yuanhe Guo, Haoming Liu, and Hongyi Wen. "Towards Personalized Prompt-Model Retrieval for Generative Recommendation." arXiv preprint arXiv:2308.02205 (2023).
- Hongyi Wen, Xinyang Yi, Tiansheng Yao, Jiaxi Tang, Lichan Hong, Ed H. Chi. 2022. Distributionally-robust Recommendations for Improving Worst-case User Experience. In Proceedings of the ACM Web Conference 2022 (WWW ’22).
- Hongyi Wen, Michael Sobolev, Rachel Vitale, James Kizer, JP Pollak, Frederick Muench, Deborah Estrin. “mPulse Mobile Sensing Model for Passive Detection of Impulsive Behavior: Exploratory Prediction Study”. JMIR Mental Health, 2021.
- Hongyi Wen, Longqi Yang, Deborah Estrin. “Leveraging post-click feedback for content recommendations”. Proceedings of the 13th ACM Conference on Recommender Systems (RecSys), 2019.
- Hongyi Wen, Julian Ramos Rojas, and Anind K. Dey. "Serendipity: Finger gesture recognition using an off-the-shelf smartwatch." Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems (CHI), 2016.
教育背景
- 康奈尔大学 信息科学博士学位
- 清华大学 计算机科学与技术学士学位
研究兴趣
- 推荐系统
- 教育和健康领域中的个性化(算法)
- 人机交互