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Lingyu Zhang 0001
Person information
- affiliation: Didi Chuxing AI Labs, Beijing, China
Other persons with the same name
- Lingyu Zhang (aka: Ling-Yu Zhang) — disambiguation page
- Lingyu Zhang 0002
— Rensselaer Polytechnic Institute, Distributed and Multidimensional Computer Vision Lab, Troy, NY, USA
- Lingyu Zhang 0003
- Lingyu Zhang 0004 — Beijing University of Posts and Telecommunications, State Key Laboratory of Networking and Switching Technology, China
- Lingyu Zhang 0005
- Lingyu Zhang 0006 — Northeastern University, College of Information Science & Engineering, Shenyang, China
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2020 – today
- 2024
- [i10]Hongjun Wang, Jiyuan Chen, Tong Pan, Zheng Dong, Lingyu Zhang, Renhe Jiang, Xuan Song:
Robust Traffic Forecasting against Spatial Shift over Years. CoRR abs/2410.00373 (2024) - [i9]Hongjun Wang, Jiyuan Chen, Tong Pan, Zheng Dong, Lingyu Zhang, Renhe Jiang, Xuan Song:
STGformer: Efficient Spatiotemporal Graph Transformer for Traffic Forecasting. CoRR abs/2410.00385 (2024) - [i8]Hongjun Wang, Jiyuan Chen, Tong Pan, Zheng Dong, Lingyu Zhang, Renhe Jiang, Xuan Song:
Evaluating the Generalization Ability of Spatiotemporal Model in Urban Scenario. CoRR abs/2410.04740 (2024) - 2023
- [j4]Wei Ai
Putting Teams into the Gig Economy: A Field Experiment at a Ride-Sharing Platform. Manag. Sci. 69(9): 5336-5353 (2023) - [j3]Hongjun Wang, Zipei Fan, Jiyuan Chen
Discovering Key Sub-Trajectories to Explain Traffic Prediction. Sensors 23(1): 130 (2023) - [j2]Hongjun Wang
Multi-Task Weakly Supervised Learning for Origin-Destination Travel Time Estimation. IEEE Trans. Knowl. Data Eng. 35(11): 11628-11641 (2023) - [c12]Hongjun Wang, Jiyuan Chen, Tong Pan, Zipei Fan, Xuan Song, Renhe Jiang, Lingyu Zhang, Yi Xie, Zhongyi Wang, Boyuan Zhang:
Easy Begun Is Half Done: Spatial-Temporal Graph Modeling with ST-Curriculum Dropout. AAAI 2023: 4668-4675 - [i7]Hongjun Wang, Zhiwen Zhang, Zipei Fan, Jiyuan Chen, Lingyu Zhang, Ryosuke Shibasaki, Xuan Song:
Multitask Weakly Supervised Learning for Origin Destination Travel Time Estimation. CoRR abs/2301.05336 (2023) - 2022
- [c11]Lingyu Zhang, Zhijie He, Xiao Wang, Ying Zhang, Jian Liang, Guobin Wu, Ziqiang Yu, Penghui Zhang, Minghao Ji, Pengfei Xu, Yunhai Wang:
Pick-Up Point Recommendation Using Users' Historical Ride-Hailing Orders. WASA (2) 2022: 393-405 - [c10]Lingyu Zhang, Zhijie He, Xiao Wang, Ying Zhang, Jian Liang, Guobin Wu, Ziqiang Yu, Penghui Zhang, Minghao Ji, Pengfei Xu, Yunhai Wang:
Users' Departure Time Prediction Based on Light Gradient Boosting Decision Tree. WASA (2) 2022: 595-605 - [i6]Hongjun Wang, Jiyuan Chen, Tong Pan, Zipei Fan, Boyuan Zhang, Renhe Jiang, Lingyu Zhang, Yi Xie, Zhongyi Wang, Xuan Song:
Easy Begun is Half Done: Spatial-Temporal Graph Modeling with ST-Curriculum Dropout. CoRR abs/2211.15182 (2022) - 2021
- [c9]Hao Cheng, Shuyue Wei, Lingyu Zhang, Zimu Zhou, Yongxin Tong
Engaging Drivers in Ride Hailing via Competition: A Case Study with Arena. MDM 2021: 19-28 - [i5]Lingyu Zhang, Tianyu Liu, Yunhai Wang:
An Intelligent Model for Solving Manpower Scheduling Problems. CoRR abs/2105.03540 (2021) - [i4]Tianyu Liu, Lingyu Zhang:
Apply Artificial Neural Network to Solving Manpower Scheduling Problem. CoRR abs/2105.03541 (2021) - 2020
- [j1]Yiming Li
Two-sided online bipartite matching in spatial data: experiments and analysis. GeoInformatica 24(1): 175-198 (2020) - [c8]Hongzhi Shi, Quanming Yao
Predicting Origin-Destination Flow via Multi-Perspective Graph Convolutional Network. ICDE 2020: 1818-1821 - [c7]Teng Ye, Wei Ai, Lingyu Zhang, Ning Luo, Lulu Zhang, Jieping Ye, Qiaozhu Mei:
Predicting Individual Treatment Effects of Large-scale Team Competitions in a Ride-sharing Economy. KDD 2020: 2368-2377 - [i3]Teng Ye, Wei Ai, Lingyu Zhang, Ning Luo, Lulu Zhang, Jieping Ye, Qiaozhu Mei:
Predicting Individual Treatment Effects of Large-scale Team Competitions in a Ride-sharing Economy. CoRR abs/2008.07364 (2020)
2010 – 2019
- 2019
- [c6]Xu Geng, Yaguang Li, Leye Wang, Lingyu Zhang, Qiang Yang, Jieping Ye, Yan Liu:
Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting. AAAI 2019: 3656-3663 - [c5]Lingyu Zhang, Tianshu Song, Yongxin Tong
Recommendation-based Team Formation for On-demand Taxi-calling Platforms. CIKM 2019: 59-68 - [c4]Weinan Zhang, Haiming Jin, Lingyu Zhang, Hongtu Zhu, Zhenhui Jessie Li, Jieping Ye:
CIKM 2019 Workshop on Artificial Intelligence in Transportation (AI in transportation). CIKM 2019: 2995-2996 - [i2]Ji Zhao, Meiyu Yu, Huan Chen, Boning Li, Lingyu Zhang, Qi Song, Li Ma, Hua Chai, Jieping Ye:
POI Semantic Model with a Deep Convolutional Structure. CoRR abs/1903.07279 (2019) - [i1]Xu Geng, Xiyu Wu, Lingyu Zhang, Qiang Yang, Yan Liu, Jieping Ye:
Multi-Modal Graph Interaction for Multi-Graph Convolution Network in Urban Spatiotemporal Forecasting. CoRR abs/1905.11395 (2019) - 2018
- [c3]Lingyu Zhang, Wei Ai, Chuan Yuan, Yuhui Zhang, Jieping Ye:
Taxi or Hitchhiking: Predicting Passenger's Preferred Service on Ride Sharing Platforms. SIGIR 2018: 1041-1044 - [c2]Yan Liu, Zhenhui Li, Wei Ai, Lingyu Zhang:
SIGIR 2018 Workshop on Intelligent Transportation Informatics. SIGIR 2018: 1441-1443 - 2017
- [c1]Lingyu Zhang, Tao Hu, Yue Min, Guobin Wu, Junying Zhang, Pengcheng Feng, Pinghua Gong, Jieping Ye:
A Taxi Order Dispatch Model based On Combinatorial Optimization. KDD 2017: 2151-2159
Coauthor Index
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