Publications
Selected Conference Papers
2024
[IMWUT/UbiComp’24] CrossHAR: Generalizing Cross-dataset Human Activity Recognition via Hierarchical Self-Supervised Pretraining
Zhiqing Hong, Zelong Li, Shuxin Zhong, Wenjun Lyu, Haotian Wang, Yi Ding, Tian He, Desheng Zhang
[IMWUT/UbiComp’24] SmallMap: Low-cost Community Road Map Sensing with Uncertain Delivery Behavior
Zhiqing Hong, Haotian Wang, Yi Ding, Guang Wang, Tian He, Desheng Zhang
[VLDB’24] VeLP: Vehicle Loading Plan Learning from Human Behavior in Nationwide Logistics System
Sijing Duan, Feng Lyu, Xin Zhu, Yi Ding, Haotian Wang, Desheng Zhang, Xue Liu, Yaoxue Zhang, Ju Ren
[PDF]
2022
[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
[PDF]
[KDD’22] Para-Pred: Addressing Heterogeneity for City-Wide Indoor Status Estimation in On-Demand Delivery
Wei Liu*, Yi Ding*, Shuai Wang, Yu Yang, Desheng Zhang ( *= equal contribution)
195/753=26%
[PDF]
[IMWUT/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
[PDF]
[MobiCom’22] Experience: Adopting Indoor Outdoor Detection in On-demand Food Delivery Business
Pengfei Zhou, Yi Ding, Yang Li, Mo Li, Guobin Shen, Tian He.
[PDF]
[IMWUT/UbiComp’22] P2-Loc: A Person-2-Person Indoor Localization System in On-Demand Delivery
Yi Ding, Dongzhe Jiang, Yu Yang, Yunhuai Liu, Tian He, Desheng Zhang
[PDF], [Dataset], [Code]
[IMWUT/UbiComp’22] SmartLOC: Indoor Localization with Smartphone Anchors for On-Demand Delivery
Yi Ding, Dongzhe Jiang, Yunhuai Liu, Desheng Zhang, Tian He
[PDF], [Code]
2021
[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, and Tian He
[PDF] Outstanding Paper Award
[IMWUT/UbiComp’21] ALWAES: an Automatic Outdoor Location-Aware Correction System for Online Delivery Platforms
Dongzhe Jiang, Yi Ding, Hao Zhang, Yunhuai Liu, Tian He, Yu Yang, Desheng Zhang
[PDF], [Dataset]
[IMWUT/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
[PDF], [Dataset]
[SIGCOMM’21] Nationwide Deployment and Operation of a Virtual Arrival Detection System in the Wild
Yi Ding, Yu Yang, Wenchao Jiang, Yunhuai Liu, Tian He, Desheng Zhang
[PDF], [Dataset], 55/241=23%
[NSDI’21] From Conception to Retirement: a Lifetime Story of a 3-Year-Old Operational Wireless Beacon System in the Wild
Yi Ding, Ling Liu, Yu Yang, Yunhuai Liu, Tian He, Desheng Zhang
[PDF], [Dataset], [Video] 19/114=16%
2020
[MobiCom’20] TransLoc: Transparent Indoor Localization with Uncertain Human Participation
Yu Yang, Yi Ding, Dengpan.Yuan, Guang Wang, Xiaoyang Xie, Yunhuai. Liu, Tian He and Desheng Zhang
[PDF], 63/384=16%
2019
[IMWUT/UbiComp’19] Route Prediction for Instant Delivery
Yan Zhang, Yunhuai Liu, Yi Ding, Genjian Li, Ning Chen, Hao Zhang, Tian He and Desheng Zhang
[PDF]
Selected Journal Papers
[TMC’23] 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, and Tian He
IEEE Transactions on Mobile Computing, 2023
[ToSN’23] OPTI: Order Preparation Time Inference for On-demand Delivery
Zhigang Dai, Wenjun Lyu, Yi Ding, Yiwei Song, Yunhuai Liu
ACM Transactions on Sensor Network, 2023
[ToN’22] Nationwide Deployment and Operation of a Virtual Arrival Detection System in the Wild
Yi Ding, Yu Yang, Wenchao Jiang, Yunhuai Liu, Tian He, Desheng Zhang
IEEE/ACM Transactions on Networking, 2022
[ToN’21] From Conception to Retirement: a Lifetime Story of a 3-Year-Old Operational Wireless Beacon System in the Wild
Yi Ding, Ling Liu, Yu Yang, Yunhuai Liu, Desheng Zhang, Tian He
IEEE/ACM Transactions on Networking, 2021
[AJC’16] Embedded MPC Controller Based on Interior-Point Method with Convergence Depth Control
Yi Ding, Zuhua Xu, Jun Zhao, Kexin Wang, Zhijiang Shao
Asian Journal of Control, 2016
Patents
Published
2023
Task execution method and device based on gesture interaction [Link]
2022
Beacon association method and device [Link]
2021
Order processing method and device, storage medium and electronic equipment [Link]
Position state acquisition method and device, readable storage medium and electronic equipment [Link]
Information processing method and device [Link]
2020
[WO] Indoor positioning method and apparatus, electronic device and computer readable storage medium [Link]
2017
Embedded MPC method based on convergence depth control [Link]
Pending
2021
Distribution order processing method and device and computer equipment [Link]
2018
Information acquisition method, information-pushing method and device [Link]
Method for determining position, mobile robot, storage medium and electronic equipment [Link]