Lingyu Zhang - RankMe

31 papers A* 7A 2B 1Journal 18Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Knowledge-Guided Cross-Modal Feature Fusion Model for Local Traffic Demand Prediction. CoRR Lingyu Zhang, Pengfei Xu, Guobin Wu, Jian Liang, Ruiyang Dong, Yunhai Wang, Xuan Song
2025	J	`jnl`	Next Point-of-interest (POI) Recommendation Model Based on Multi-modal Spatio-temporal Context Feature Embedding. CoRR Lingyu Zhang, Guobin Wu, Yan Wang, Pengfei Xu, Jian Liang, Xuan Song, Yunhai Wang
2025	J	`jnl`	Visualization-Oriented Progressive Time Series Transformation. Proc. ACM Manag. Data Xin Chen, Lingyu Zhang, Huaiwei Bao, Wei Lu, Eugene Wu, Xiaohui Yu, Yunhai Wang
2024	J	`jnl`	Evaluating the Generalization Ability of Spatiotemporal Model in Urban Scenario. CoRR Hongjun Wang, Jiyuan Chen, Tong Pan, Zheng Dong, Lingyu Zhang, Renhe Jiang, Xuan Song
2024	J	`jnl`	Robust Traffic Forecasting against Spatial Shift over Years. CoRR Hongjun Wang, Jiyuan Chen, Tong Pan, Zheng Dong, Lingyu Zhang, Renhe Jiang, Xuan Song
2024	J	`jnl`	STGformer: Efficient Spatiotemporal Graph Transformer for Traffic Forecasting. CoRR Hongjun Wang, Jiyuan Chen, Tong Pan, Zheng Dong, Lingyu Zhang, Renhe Jiang, Xuan Song
2024	J	`jnl`	Unveiling the Inflexibility of Adaptive Embedding in Traffic Forecasting. CoRR Hongjun Wang, Jiyuan Chen, Lingyu Zhang, Renhe Jiang, Xuan Song
2023	J	`jnl`	Discovering Key Sub-Trajectories to Explain Traffic Prediction. Sensors Hongjun Wang, Zipei Fan, Jiyuan Chen, Lingyu Zhang, Xuan Song
2023	A*	`conf`	Easy Begun Is Half Done: Spatial-Temporal Graph Modeling with ST-Curriculum Dropout. AAAI Hongjun Wang, Jiyuan Chen, Tong Pan, Zipei Fan, Xuan Song, Renhe Jiang, Lingyu Zhang, Yi Xie, Zhongyi Wang, Boyuan Zhang
2023	J	`jnl`	Multi-Task Weakly Supervised Learning for Origin-Destination Travel Time Estimation. IEEE Trans. Knowl. Data Eng. Hongjun Wang, Zhiwen Zhang, Zipei Fan, Jiyuan Chen, Lingyu Zhang, Ryosuke Shibasaki, Xuan Song
2023	J	`jnl`	Multitask Weakly Supervised Learning for Origin Destination Travel Time Estimation. CoRR Hongjun Wang, Zhiwen Zhang, Zipei Fan, Jiyuan Chen, Lingyu Zhang, Ryosuke Shibasaki, Xuan Song
2023	J	`jnl`	Putting Teams into the Gig Economy: A Field Experiment at a Ride-Sharing Platform. Manag. Sci. Wei Ai, Yan Chen, Qiaozhu Mei, Jieping Ye, Lingyu Zhang
2022	J	`jnl`	Easy Begun is Half Done: Spatial-Temporal Graph Modeling with ST-Curriculum Dropout. CoRR Hongjun Wang, Jiyuan Chen, Tong Pan, Zipei Fan, Boyuan Zhang, Renhe Jiang, Lingyu Zhang, Yi Xie, Zhongyi Wang, Xuan Song
2022	—	`conf`	Pick-Up Point Recommendation Using Users' Historical Ride-Hailing Orders. WASA (2) Lingyu Zhang, ZhiJie He, Xiao Wang, Ying Zhang, Jian Liang, Guobin Wu, Ziqiang Yu, Penghui Zhang, Minghao Ji, Pengfei Xu, Yunhai Wang
2022	—	`conf`	Travel Intention Prediction Method Based on User Needs. CAIBDA Lingyu Zhang, Wenjie Bian, Jianxing Li, Ying Zhang, Jian Liang, Guobin Wu, Liang Zhang
2022	—	`conf`	Users' Departure Time Prediction Based on Light Gradient Boosting Decision Tree. WASA (2) Lingyu Zhang, ZhiJie He, Xiao Wang, Ying Zhang, Jian Liang, Guobin Wu, Ziqiang Yu, Penghui Zhang, Minghao Ji, Pengfei Xu, Yunhai Wang
2021	J	`jnl`	An Intelligent Model for Solving Manpower Scheduling Problems. CoRR Lingyu Zhang, Tianyu Liu, Yunhai Wang
2021	J	`jnl`	Apply Artificial Neural Network to Solving Manpower Scheduling Problem. CoRR Tianyu Liu, Lingyu Zhang
2021	B	`conf`	Engaging Drivers in Ride Hailing via Competition: A Case Study with Arena. MDM Hao Cheng, Shuyue Wei, Lingyu Zhang, Zimu Zhou, Yongxin Tong
2020	A*	`conf`	Predicting Individual Treatment Effects of Large-scale Team Competitions in a Ride-sharing Economy. KDD Teng Ye, Wei Ai, Lingyu Zhang, Ning Luo, Lulu Zhang, Jieping Ye, Qiaozhu Mei
2020	J	`jnl`	Predicting Individual Treatment Effects of Large-scale Team Competitions in a Ride-sharing Economy. CoRR Teng Ye, Wei Ai, Lingyu Zhang, Ning Luo, Lulu Zhang, Jieping Ye, Qiaozhu Mei
2020	A*	`conf`	Predicting Origin-Destination Flow via Multi-Perspective Graph Convolutional Network. ICDE Hongzhi Shi, Quanming Yao, Qi Guo, Yaguang Li, Lingyu Zhang, Jieping Ye, Yong Li, Yan Liu
2020	J	`jnl`	Two-sided online bipartite matching in spatial data: experiments and analysis. GeoInformatica Yiming Li, Jingzhi Fang, Yuxiang Zeng, Balz Maag, Yongxin Tong, Lingyu Zhang
2019	A	`conf`	CIKM 2019 Workshop on Artificial Intelligence in Transportation (AI in transportation). CIKM Weinan Zhang, Haiming Jin, Lingyu Zhang, Hongtu Zhu, Zhenhui Jessie Li, Jieping Ye
2019	J	`jnl`	Multi-Modal Graph Interaction for Multi-Graph Convolution Network in Urban Spatiotemporal Forecasting. CoRR Xu Geng, Xiyu Wu, Lingyu Zhang, Qiang Yang, Yan Liu, Jieping Ye
2019	J	`jnl`	POI Semantic Model with a Deep Convolutional Structure. CoRR Ji Zhao, Meiyu Yu, Huan Chen, Boning Li, Lingyu Zhang, Qi Song, Li Ma, Hua Chai, Jieping Ye
2019	A	`conf`	Recommendation-based Team Formation for On-demand Taxi-calling Platforms. CIKM Lingyu Zhang, Tianshu Song, Yongxin Tong, Zimu Zhou, Dan Li, Wei Ai, Lulu Zhang, Guobin Wu, Yan Liu, Jieping Ye
2019	A*	`conf`	Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting. AAAI Xu Geng, Yaguang Li, Leye Wang, Lingyu Zhang, Qiang Yang, Jieping Ye, Yan Liu
2018	A*	`conf`	SIGIR 2018 Workshop on Intelligent Transportation Informatics. SIGIR Yan Liu, Zhenhui Li, Wei Ai, Lingyu Zhang
2018	A*	`conf`	Taxi or Hitchhiking: Predicting Passenger's Preferred Service on Ride Sharing Platforms. SIGIR Lingyu Zhang, Wei Ai, Chuan Yuan, Yuhui Zhang, Jieping Ye
2017	A*	`conf`	A Taxi Order Dispatch Model based On Combinatorial Optimization. KDD Lingyu Zhang, Tao Hu, Yue Min, Guobin Wu, Junying Zhang, Pengcheng Feng, Pinghua Gong, Jieping Ye