Lingyu Zhang
Lingyu Zhang
Algorithm Scientist, DiDi AI Labs, Didi Chuxing
Verified email at
Cited by
Cited by
Spatiotemporal multi-graph convolution network for ride-hailing demand forecasting
X Geng, Y Li, L Wang, L Zhang, Q Yang, J Ye, Y Liu
Proceedings of the AAAI conference on artificial intelligence 33 (01), 3656-3663, 2019
A taxi order dispatch model based on combinatorial optimization
L Zhang, T Hu, Y Min, G Wu, J Zhang, P Feng, P Gong, J Ye
Proceedings of the 23rd ACM SIGKDD international conference on knowledge …, 2017
Predicting origin-destination flow via multi-perspective graph convolutional network
H Shi, Q Yao, Q Guo, Y Li, L Zhang, J Ye, Y Li, Y Liu
2020 IEEE 36th International conference on data engineering (ICDE), 1818-1821, 2020
Methods and systems for transport capacity scheduling
LI Shengwei, WEN Yigang, Z Chengxiang, T Hu, M Yang, L Zhang, H Lu, ...
US Patent App. 15/550,169, 2018
Methods and systems for order processing
L Zhang, SUN Mingcong, W Cui, QIN Kaijie, T Hu, Z Hu, H Lu, ...
US Patent 10,657,581, 2020
Multi-modal graph interaction for multi-graph convolution network in urban spatiotemporal forecasting
L Zhang, X Geng, Z Qin, H Wang, X Wang, Y Zhang, J Liang, G Wu, ...
Sustainability 14 (19), 12397, 2022
System and method for managing supply of service
L Zhang, B Zhang, F Pengcheng, SUN Mingcong
US Patent 10,373,089, 2019
Two-sided online bipartite matching in spatial data: experiments and analysis
Y Li, J Fang, Y Zeng, B Maag, Y Tong, L Zhang
GeoInformatica 24, 175-198, 2020
Methods and systems for distributing orders
TH Zhilin Hu, LIU Zhangxun, FENG Pengcheng, Wei Cui, Wei Wang, Lingyu Zhang ...
US Patent App. 15/501,824, 2017
Service distribution system and method
TH Zhilin Hu, Zhangxun Liu, Pengcheng Feng, Wei Cui, Wei Wang, Lingyu Zhang ...
US Patent App. 15/501,824, 2017
Putting teams into the gig economy: A field experiment at a ride-sharing platform
W Ai, Y Chen, Q Mei, J Ye, L Zhang
Management Science 69 (9), 5336-5353, 2023
Systems and methods for distributing a request for a service
L Zhang
AU Patent App. 2,017,270,456, 2017
Recommendation-based team formation for on-demand taxi-calling platforms
L Zhang, T Song, Y Tong, Z Zhou, D Li, W Ai, L Zhang, G Wu, Y Liu, J Ye
Proceedings of the 28th ACM International Conference on Information and …, 2019
Predicting individual treatment effects of large-scale team competitions in a ride-sharing economy
T Ye, W Ai, L Zhang, N Luo, L Zhang, J Ye, Q Mei
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
Systems and methods for providing information for on-demand services
L Zhang, OU Zhihao, D Guo, Q Song, Z Chengxiang
US Patent 11,017,327, 2021
Taxi or Hitchhiking: Predicting Passenger's Preferred Service on Ride Sharing Platforms
L Zhang, W Ai, C Yuan, Y Zhang, J Ye
The 41st International ACM SIGIR Conference on Research & Development in …, 2018
Systems and methods for transportation service safety assessment
YL Shengwei Li, Yigang Wen, Chengxiang Zhuo, Tao Hu, Yang Meng, Lingyu Zhang ...
ID Patent App. PID201,705,993, 2017
System and method for managing supply of service
L Zhang, B Zhang, F Pengcheng, SUN Mingcong
US Patent 10,037,503, 2018
Systems and methods for determining information related to a current order based on historical orders
L Zhang, LI Xihua, F Ding
US Patent App. 15/896,035, 2018
Systems and methods for recommending transportation services
Z Lingyu
WO Patent App. PCTCN2,019,074,723, 2019
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