Yuting Zhang 章玉婷

Yuting zhang is currently a first year PhD candidate at Artificial Intelligence Thrust, The Hong Kong University of Science and Technology (Guangzhou). She received the master degree from the Institute of Computing Technology, Chinese Academy of Sciences, China. Prior to that, she received her B.E. degree from Beihang University, China. Her general research interests include data mining and machine learning, with a focus on recommender systems. She has published prolifically in prestigious refereed journals and top-tier conference Proceedings such as ACM Transactions on Information Systems (TOIS), SIGKDD, ACM MM, etc.

E-mail: zhangyuting0725@foxmail.com

Publications

[KDD 2024] Yuting Zhang, Yiqing Wu, Ruidong Han, Ying Sun, Yongchun Zhu, Xiang Li, Wei Lin, Fuzhen Zhuang, Zhulin An and Yongjun Xu. Unified Dual-Intent Translation for Joint Modeling of Search and Recommendation. Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery \& Data Mining. Paper/Chinese Blog

[MM 2024] Yuting Zhang, Zhao Zhang, Yiqing Wu, Ying Sun, Fuzhen Zhuang, Wenhui Yu, Lantao Hu, Han Li, Kun Gai, Zhulin An, Yongjun Xu, “Tag Tree-Guided Multi-grained Alignment for Multi-Domain Short Video Recommendation”, In Proceedings of The 32nd ACM International Conference on Multimedia, 2024. Paper

[KDD 2023] Yuting Zhang, Yiqing Wu, Ran Le, Yongchun Zhu, Fuzhen Zhuang, Ruidong Han, Xiang Li, Wei Lin, Zhulin An and Yongjun Xu. Modeling Dual Period-Varying Preferences for Takeaway Recommendation. Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery \& Data Mining. Paper/Chinese Blog

[TOIS 2023] Yuting Zhang, YingSun, Fuzhen Zhuang, Yongchun Zhu, Zhulin An and Yongjun Xu. Triple Dual Learning for Opinion-based Explainable Recommendation. ACM Transactions on Information Systems. Paper

[计算机研究与发展 2023] 孙莹, 章玉婷, 庄福振, 祝恒书, 何清, 熊辉, “基于集合效用边际贡献学习的可解释薪酬预测算法”, 《计算机研究与发展》, 2023. [paper]

Education

2021-2024 MSE in Computer Software and Theory, University of Chinese Academy of Sciences

2017-2021 B.E. in Computer Science and Technology, Beihang University

Honors and Awards

  • 2024: Beijing Outstanding Graduate (北京市优秀毕业生)
  • 2023: Excellent Prize of the President Sholarship(所长优秀奖)
  • 2023: Conference Reviewer for CIKM 2023 (CIKM 2023 审稿人)
  • 2022 & 2023 : First-class Scholarship of UCAS(中国科学院大学一等奖学金)
  • 2022: Merit Student of UCAS(中国科学院大学三好学生)
  • 2020: Mathematical Contest in Modeling Finalist award (美国数学建模竞赛 F奖)
  • 2019: First Prize in the Beijing Municipality of the National College Students Mathematical Modeling Competition（全国大学生数学建模竞赛北京市一等奖）
  • 2019: Third prize of college students’ physics competition in some parts of China (全国部分地区大学生物理竞赛三等奖)
  • 2019: National Encouragement Scholarship (国家励志奖学金)