谭桥宇现任上海纽约大学计算机科学系助理教授（准长聘制）。谭教授在德克萨斯农工大学获得计算机科学与工程博士学位，师从Xia Hu教授。此前，他曾在阿里巴巴大摩研究院和三星美国研究院任职实习研究员。他的研究兴趣涵盖机器学习和数据挖掘，重点关注图机器学习、基础模型开发、多模态学习、可信赖人工智能，以及人工智能技术在生物信息学和医疗领域的应用。
代表性论著
Qiaoyu Tan, Ninghao Liu, Xiao Huang, Soo-Hyun Choi, Li Li, Rui Chen, and Xia Hu. S2GAE: Self-supervised graph autoencoders are generalizable learners with graph masking. In Proceedings of ACM International Conference on Web Search and Data Mining (WSDM), 2023.
Qiaoyu Tan, Xin Zhang, Xiao Huang, Hao Chen, Jundong Li, and Xia Hu. Collaborative graph neural Networks for attributed network embedding. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023.
Sirui Ding, Qiaoyu Tan, Chia-yuan Chang, Na Zou, Kai Zhang, Nathan R. Hoot, Xiaoqian Jiang, and Xia Hu. Multi-task learning for post-transplant cause of death analysis. In Proceedings of AMIA Annual Symposium (AMIA), 2023.
Qiaoyu Tan, Jianwei Zhang, Ninghao Liu, Xiao Huang, Hongxia Yang, Jingren Zhou, and Xia Hu. Dynamic memory based attention network for sequential recommendation. In Proceedings of AAAI Conference on Artificial Intelligence (AAAI), 2021.
Qiaoyu Tan, Ninghao Liu, Xing Zhao, Hongxia Yang, Jingren Zhou, and Xia Hu. Learning to hash with graph neural networks for recommender systems. In Proceedings of The Web Conference (WWW), 2020.
教育背景
德克萨斯农工大学 计算机科学与工程博士
- 图像机器学习
- 基础模型
- 大型语言模型
- 多模态学习
- 生物信息学与医疗