no code implementations • Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining 2021 • Dingyuan Shi, Yongxin Tong, Zimu Zhou, Bingchen Song, Weifeng Lv, Qiang Yang
Ride hailing is a widespread shared mobility application where the central issue is to assign taxi requests to drivers with various objectives.
2 code implementations • 2021 IEEE 37th International Conference on Data Engineering 2021 • Yansheng Wang, Yongxin Tong, Dingyuan Shi, Ke Xu
Traditional learning-to-rank (LTR) models are usually trained in a centralized approach based upon a large amount of data.
no code implementations • 18 May 2021 • Xiaocheng Tang, Fan Zhang, Zhiwei Qin, Yansheng Wang, Dingyuan Shi, Bingchen Song, Yongxin Tong, Hongtu Zhu, Jieping Ye
In this paper we propose a unified value-based dynamic learning framework (V1D3) for tackling both tasks.