Publications
Mainly publishing in top Ubiquitous and Mobile Computing Conferences, e.g., IMWUT/UbiComp, MobiCom, SIGCOMM, NSDI, KDD, RTSS, ACM/IEEE Transactions. The authors with * are the students working primarily with me.
[CIKM’24] Behavior-Aware Hypergraph Convolutional Network for Illegal Parking Prediction with Multi-Source Contextual Information
Guang Yang*, Meiqi Tu, Zelong Li, Jinquan Hang, Taichi Liu, Ruofeng Liu, Yi Ding, Yu Yang and Desheng Zhang
33rd ACM International Conference on Information and Knowledge Management
[TKDE’24] 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 Transactions on Knowledge and Data Engineering
[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
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
[PDF]
[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
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
[PDF]
[VLDB’23] 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
Proceedings of the VLDB Endowment
[PDF]
[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
[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
Proceedings of the 30th International Conference on Advances in Geographic Information Systems
[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)
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining*
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
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
[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.
Proceedings of the 28th Annual International Conference on Mobile Computing And Networking
[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
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
[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
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
[PDF], [Code]
[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
[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
2021 IEEE Real-Time Systems Symposium (RTSS)
[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
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
[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
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
[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
Proceedings of the 2021 ACM SIGCOMM 2021 Conference
[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
Proceedings of the 18th USENIX Symposium on Networked Systems Design and Implementation
[PDF], [Dataset], [Video] 19/114=16%
[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
Proceedings of the 26th Annual International Conference on Mobile Computing and Networking
[PDF], 63/384=16%
[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
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
[PDF]
[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
Distribution order processing method and device and computer equipment [Link]
Task execution method and device based on gesture interaction [Link]
Beacon association method and device [Link]
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]
[WO] Indoor positioning method and apparatus, electronic device and computer-readable storage medium [Link]
Embedded MPC method based on convergence depth control [Link]