Baoshen Guo

Ph.D. Candidate, Southeast University. Graduate Research Trainee, McGill University

Selected Conference Publication

  • 4*KDD, 3*Ubicomp, 1*RTSS, 1*ICDE, 1*TMC, 1*CIKM, 1*SIGSPATIAL,

[KDD’24] Multi-task Conditional Attention Network for Conversion Prediction in Logistics Advertising
Baoshen Guo+, Xining Song+, Shuai Wang, Wei Gong, Tian He, Xue Liu

[KDD’23] 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

[KDD’23] 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

[ICA3PP’23] Attention Enhanced Package Pick-up Time Prediction via Heterogeneous Behavior Modeling
Baoshen Guo, Weijian Zuo, Shuai Wang, Xiaolei Zhou, Tian He

[SIGSPATIAL’22] 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

[CIKM’22] 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 and Desheng Zhang

[KDD’22] RT-VeD: Real-Time VoI Detection on Edge Nodes with an Adaptive Model Selection Framework
Shuai Wang, Junke Lu, Baoshen Guo, Zheng Dong

[Ubicomp’22] 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

[ICDE’22] O2-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

[RTSS’21] 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
Outstanding Paper Award

[Ubicomp’21] CSMC: Cellular Signal Map Construction via Mobile Crowdsensing
Hai Wang, Baoshen Guo, Shuai Wang, Tian He, Desheng Zhang

[Ubicomp’21] 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

[Ubicomp-Iswc’20] SParking: a win-win data-driven contract parking sharing system
Xin Zhu, Shuai Wang, Baoshen Guo, Taiwei Ling, Ziyi Zhou, Lai Tu, Tian He

Selected Journal Publication

[IEEE-TBD] Cross-Region Courier Displacement for On-Demand Delivery With Multi-Agent Reinforcement Learning
Shuai Wang, Shijie Hu, Baoshen Guo*, Guang Wang

[IEEE-TMC] 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

[ACM-TOSN] Multi-sensor Data-driven Route Prediction in Instant Delivery with a 3-Conversion Network
Zhiyuan Zhou, Xiaolei Zhou, Baoshen Guo, Shuai Wang, Tian He

  • Coressponding author; + Co-first authors,