Baoshen Guo

According to our database, Baoshen Guo authored at least 25 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Nationwide Behavior-Aware Coordinates Mining From Uncertain Delivery Events.

Zhiqing Hong, Guang Wang, Wenjun Lyu, Baoshen Guo, Yi Ding, Haotian Wang, Shuai Wang, Yunhuai Liu, Desheng Zhang

IEEE Trans. Knowl. Data Eng., November, 2024

Time-Constrained Actor-Critic Reinforcement Learning for Concurrent Order Dispatch in On-Demand Delivery.

Shuai Wang, Baoshen Guo, Yi Ding, Guang Wang, Suining He, Desheng Zhang, Tian He

IEEE Trans. Mob. Comput., August, 2024

Multi-sensor Data-driven Route Prediction in Instant Delivery with a 3-Conversion Network.

Zhiyuan Zhou, Xiaolei Zhou, Baoshen Guo, Shuai Wang, Tian He

ACM Trans. Sens. Networks, March, 2024

Multi-task Conditional Attention Network for Conversion Prediction in Logistics Advertising.

Baoshen Guo, Xining Song, Shuai Wang, Wei Gong, Tian He, Xue Liu

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

DECO: Cooperative Order Dispatching for On-Demand Delivery with Real-Time Encounter Detection.

Yao Lu, Shuai Wang, Yu Yang, Hai Wang, Baoshen Guo, Desheng Zhang, Shuai Wang, Tian He

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

CourIRL: Predicting Couriers' Behavior in Last-Mile Delivery Using Crossed-Attention Inverse Reinforcement Learning.

Shuai Wang, Tongtong Kong, Baoshen Guo, Li Lin, Haotian Wang

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

Cross-Region Courier Displacement for On-Demand Delivery With Multi-Agent Reinforcement Learning.

Shuai Wang, Shijie Hu, Baoshen Guo, Guang Wang

IEEE Trans. Big Data, October, 2023

RAV: Learning-Based Adaptive Streaming to Coordinate the Audio and Video Bitrate Selections.

Weihe Li, Jiawei Huang, Wenjun Lyu, Baoshen Guo, Wanchun Jiang, Jianxin Wang

IEEE Trans. Multim., 2023

FairCod: A Fairness-aware Concurrent Dispatch System for Large-scale Instant Delivery Services.

Lin Jiang, Shuai Wang, Baoshen Guo, Hai Wang, Desheng Zhang, Guang Wang

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Towards Equitable Assignment: Data-Driven Delivery Zone Partition at Last-mile Logistics.

Baoshen Guo, Shuai Wang, Haotian Wang, Yunhuai Liu, Fanshuo Kong, Desheng Zhang, Tian He

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Attention Enhanced Package Pick-Up Time Prediction via Heterogeneous Behavior Modeling.

Baoshen Guo, Weijian Zuo, Shuai Wang, Xiaolei Zhou, Tian He

Proceedings of the Algorithms and Architectures for Parallel Processing, 2023

TGT: Churn Prediction in O2O Logistics with Two-tower Gated Transformer.

Baoshen Guo, Hai Wang, Hao Liu, Wei Gong, Wei Xi, Xiaolei Zhou, Shuai Wang

Proceedings of the IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2023

2022

WePos: Weak-supervised Indoor Positioning with Unlabeled WiFi for On-demand Delivery.

Baoshen Guo, Weijian Zuo, Shuai Wang, Wenjun Lyu, Zhiqing Hong, Yi Ding, Tian He, Desheng Zhang

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022

RT-VeD: Real-Time VoI Detection on Edge Nodes with an Adaptive Model Selection Framework.

Shuai Wang, Junke Lu, Baoshen Guo, Zheng Dong

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

$O^{2}$-SiteRec: Store Site Recommendation under the O2O Model via Multi-graph Attention Networks.

Hua Yan, Shuai Wang, Yu Yang, Baoshen Guo, Tian He, Desheng Zhang

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Exploiting Intra- and Inter-Region Relations for Sales Prediction via Graph Convolutional Network.

Yaochang Liu, Baoshen Guo, Xining Song, Shuai Wang, Tian He

Proceedings of the IEEE Global Communications Conference, 2022

CoMiner: nationwide behavior-driven unsupervised spatial coordinate mining from uncertain delivery events.

Zhiqing Hong, Guang Wang, Wenjun Lyu, Baoshen Guo, Yi Ding, Haotian Wang, Shuai Wang, Yunhuai Liu, Desheng Zhang

Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022

Towards Fair Workload Assessment via Homogeneous Order Grouping in Last-mile Delivery.

Wenjun Lyu, Kexin Zhang, Baoshen Guo, Zhiqing Hong, Guang Yang, Guang Wang, Yu Yang, Yunhuai Liu, Desheng Zhang

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

CSMC: Cellular Signal Map Construction via Mobile Crowdsensing.

Hai Wang, Baoshen Guo, Shuai Wang, Tian He, Desheng Zhang

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

A City-Wide Crowdsourcing Delivery System with Reinforcement Learning.

Yi Ding, Baoshen Guo, Lin Zheng, Mingming Lu, Desheng Zhang, Shuai Wang, Sang Hyuk Son, Tian He

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

Effective Cross-Region Courier-Displacement for Instant Delivery via Reinforcement Learning.

Shijie Hu, Baoshen Guo, Shuai Wang, Xiaolei Zhou

Proceedings of the Wireless Algorithms, Systems, and Applications, 2021

Concurrent Order Dispatch for Instant Delivery with Time-Constrained Actor-Critic Reinforcement Learning.

Baoshen Guo, Shuai Wang, Yi Ding, Guang Wang, Suining He, Desheng Zhang, Tian He

Proceedings of the 42nd IEEE Real-Time Systems Symposium, 2021

Multi-Source Data-Driven Route Prediction for Instant Delivery.

Zhiyuan Zhou, Xiaolei Zhou, Yao Lu, Hua Yan, Baoshen Guo, Shuai Wang

Proceedings of the 17th International Conference on Mobility, Sensing and Networking, 2021

DoseGuide: A Graph-based Dynamic Time-aware Prediction System for Postoperative Pain.

Ziyi Zhou, Baoshen Guo, Cao Zhang

Proceedings of the 27th IEEE International Conference on Parallel and Distributed Systems, 2021

2020

SParking: a win-win data-driven contract parking sharing system.

Xin Zhu, Shuai Wang, Baoshen Guo, Taiwei Ling, Ziyi Zhou, Lai Tu, Tian He

Proceedings of the UbiComp/ISWC '20: 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2020 ACM International Symposium on Wearable Computers, 2020