Yusheng Lu 卢渝生

I am currently a Joint-PhD student of Data Science at CityU (Supervisor: Prof. Xiangyu Zhao ) and Management Science and Engineering at Tongji (Supervisor: Prof. Yongrui Duan ) and Research Laboratory at the Applied Machine Learning Lab. Before that, I graduated with a Bachelor's degree from CQU in 2019.

My research interests include sequential recommendation, product pricing, operations research and applications of machine learning and big data.

Published & Forthcoming Papers

Prompt Tuning as User Inherent Profile Inference Machine
with Zhaocheng Du, Xiangyang Li, Pengyue Jia, Yejing Wang, Weiwen Liu, Yichao Wang, Huifeng Guo, Ruiming Tang, Zhenhua Dong, Yongrui Duan, Xiangyu Zhao,
CIKM '25: Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025, 5898 - 5906.

Bibliometric analysis and critical review of the research on big data in the construction industry
with Jiantong Zhang,
Engineering, Construction and Architectural Management, 2022, 29(9): 3574-3592.

MhSa-GRU: combining user’s dynamic preferences and items’ correlation to augment sequence recommendation
with Yongrui Duan and Peng Liu
Journal of Intelligent Information Systems, 2023, 61: 225–248.

Strategic live streaming choices for vertically differentiated products
with Yongrui Duan,
Journal of Retailing and Consumer Services, 2023, 76(January 2024): 103582.

Online content-based sequential recommendation considering multimodal contrastive representation and dynamic preferences
with Yongrui Duan,
Neural Computing and Applications, 2024, 36: 7085–7103.

Improving graph collaborative filtering with view explorer for social recommendation
with Yongrui Duan and Yijun Tu and Xiaofeng Wang,
Journal of Intelligent Information Systems, 2024, 62: 1703–1724.

News

Yusheng Lu was awarded the Peter Ho Conference Scholarships 2024-25 (Top 10 in CityU). Congratulations!