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Guobin Wu 0001
2020 – today
- 2024
- [j1]Shuxin Ge
, Xiaobo Zhou
Towards Supply-Demand Equilibrium With Ridesharing: An Elastic Order Dispatching Algorithm in MoD System. IEEE Trans. Mob. Comput. 23(5): 5229-5244 (2024) - [c15]Zhaoxing Yang
Rethinking Order Dispatching in Online Ride-Hailing Platforms. KDD 2024: 3863-3873 - [i7]Sheng Luo, Wei Chen, Wanxin Tian, Rui Liu, Luanxuan Hou, Xiubao Zhang, Haifeng Shen, Ruiqi Wu, Shuyi Geng, Yi Zhou, Ling Shao, Yi Yang, Bojun Gao, Qun Li, Guobin Wu:
Delving into Multi-modal Multi-task Foundation Models for Road Scene Understanding: From Learning Paradigm Perspectives. CoRR abs/2402.02968 (2024) - [i6]Ao Fu, Yi Zhou, Tao Zhou, Yi Yang, Bojun Gao, Qun Li, Guobin Wu, Ling Shao:
Exploring the Interplay Between Video Generation and World Models in Autonomous Driving: A Survey. CoRR abs/2411.02914 (2024) - 2023
- [c14]Shuxin Ge, Xiaobo Zhou, Tie Qiu, Guobin Wu, Xiaotong Wang:
ElasticShare: Ridesharing Order Dispatching with Dynamic Supply-demand Distribution. IWQoS 2023: 1-10 - 2022
- [c13]Lingyu Zhang, Wenjie Bian, Jianxing Li, Ying Zhang, Jian Liang, Guobin Wu, Liang Zhang:
Travel Intention Prediction Method Based on User Needs. CAIBDA 2022: 1-6 - [c12]Siqi Shu, Zhengqi Chen, Zhe Yu, Shaosheng Cao, Guobin Wu, Donghai Shi, Gaoang Wang, Zuozhu Liu, Xiqun Chen, Xiaoxiang Na, Chao Wu, Simon Hu:
Modeling Freight-Sharing Platform Operations for Optimal Compensation Strategy Using Markov Decision Processes. ITSC 2022: 1006-1011 - [c11]Yansheng Wang, Yongxin Tong
Fed-LTD: Towards Cross-Platform Ride Hailing via Federated Learning to Dispatch. KDD 2022: 4079-4089 - [c10]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 - [c9]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 - [i5]Weikang Chen, Yawen Li, Zhe Xue, Ang Li, Guobin Wu:
Spatial-Temporal Adaptive Graph Convolution with Attention Network for Traffic Forecasting. CoRR abs/2206.03128 (2022) - 2021
- [c8]Lan-Zhe Guo, Zhi Zhou
Learning from Imbalanced and Incomplete Supervision with Its Application to Ride-Sharing Liability Judgment. KDD 2021: 487-495 - 2020
- [c7]Huiwen Jia, Jun Fang, Naiqiang Tan, Xinyue Liu, Zengwei Huo, Nan Ma, Guobin Wu, Hua Chai, Xiaohu Qie, Bo Zhang, Yafeng Yin
Context-aware Route Recommendation with Weight Learning through Deep Neural Networks. ACC 2020: 4040-4045 - [c6]Chang Liu, Jiahui Sun, Haiming Jin, Meng Ai, Qun Li, Cheng Zhang, Kehua Sheng, Guobin Wu, Xiaohu Qie, Xinbing Wang:
Spatio-Temporal Hierarchical Adaptive Dispatching for Ridesharing Systems. SIGSPATIAL/GIS 2020: 227-238
2010 – 2019
- 2019
- [c5]Lingyu Zhang, Tianshu Song, Yongxin Tong
Recommendation-based Team Formation for On-demand Taxi-calling Platforms. CIKM 2019: 59-68 - [c4]Jiarui Jin, Ming Zhou
CoRide: Joint Order Dispatching and Fleet Management for Multi-Scale Ride-Hailing Platforms. CIKM 2019: 1983-1992 - [c3]Ming Zhou
Multi-Agent Reinforcement Learning for Order-dispatching via Order-Vehicle Distribution Matching. CIKM 2019: 2645-2653 - [c2]Minne Li, Zhiwei (Tony) Qin, Yan Jiao, Yaodong Yang
Efficient Ridesharing Order Dispatching with Mean Field Multi-Agent Reinforcement Learning. WWW 2019: 983-994 - [i4]Minne Li, Zhiwei (Tony) Qin, Yan Jiao, Yaodong Yang, Zhichen Gong, Jun Wang, Chenxi Wang, Guobin Wu, Jieping Ye:
Efficient Ridesharing Order Dispatching with Mean Field Multi-Agent Reinforcement Learning. CoRR abs/1901.11454 (2019) - [i3]Zhengping Che, Max Guangyu Li, Tracy Li, Bo Jiang, Xuefeng Shi, Xinsheng Zhang, Ying Lu, Guobin Wu, Yan Liu, Jieping Ye:
D2-City: A Large-Scale Dashcam Video Dataset of Diverse Traffic Scenarios. CoRR abs/1904.01975 (2019) - [i2]Jiarui Jin, Ming Zhou, Weinan Zhang, Minne Li, Zilong Guo, Zhiwei (Tony) Qin, Yan Jiao, Xiaocheng Tang, Chenxi Wang, Jun Wang, Guobin Wu, Jieping Ye:
CoRide: Joint Order Dispatching and Fleet Management for Multi-Scale Ride-Hailing Platforms. CoRR abs/1905.11353 (2019) - [i1]Ming Zhou, Jiarui Jin, Weinan Zhang, Zhiwei (Tony) Qin, Yan Jiao, Chenxi Wang, Guobin Wu, Yong Yu, Jieping Ye:
Multi-Agent Reinforcement Learning for Order-dispatching via Order-Vehicle Distribution Matching. CoRR abs/1910.02591 (2019) - 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
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