Conference
Mainly publishing in the top-tier conferences/journals such as IMWUT/UbiComp, MobiCom, SIGCOMM, NSDI, KDD, ICDE, and ICDCS. The authors with ____ are the students advised/co-advised by me.
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[ICDCS'2022] BikeCAP: Deep Spatial-temporal Capsule Network for Multi-step Bike Demand Prediction
Shuxin Zhong, Wenjun Lyu, Desheng Zhang, Yu Yang
(Acceptance rate: 114/573=19%) -
[ICDE'2022] 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
[PDF] [Video] -
[KDD'2022] Para-Pred: Addressing Heterogeneity for City-Wide Indoor Status Estimation in On-Demand Delivery
Wei Liu, Yi Ding, Shuai Wang, Yu Yang, Desheng Zhang
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[IMWUT/UbiComp'2022] 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] -
[IMWUT/UbiComp'2022] Mover: Generalizability Verification of Human Mobility Models via Heterogeneous Use Cases
Wenjun Lyu, Guang Wang, Yu Yang, Desheng Zhang
[PDF]
Before 2022
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[IMWUT/UbiComp'2021] ALWAES: Automatic Location-Aware Correction System for Online Delivery Platforms
Dongzhe Jiang, Yi Ding, Hao Zhang, Yunhuai Liu, Tian He, Yu Yang, Desheng Zhang
[PDF] -
[IMWUT/UbiComp'2021] CellSense: Human Mobility Recovery via Cellular Network Data Enhancement
Zhihan Fang, Yu Yang, Guang Yang, Yikun Xian, Fan Zhang, Desheng Zhang
[PDF] -
[SIGKDD'2021] MoCha: Large-Scale Driving Pattern Characterization for Usage-based Insurance
Zhihan Fang, Guang Yang, Dian Zhang, Xiaoyang Xie, Guang Wang, Yu Yang, Fan Zhang, Desheng Zhang
(Acceptance rate: 138/705=19%) [PDF] -
[SIGCOMM'2021] Nationwide Deployment and Operation of a Virtual Arrival Detection System in the Wild
Ding Yi, Yu Yang, Wenchao Jiang, Yunhuai Liu, Tian He, Desheng Zhang
(Acceptance rate: 55/241=22%) [PDF] [Dataset] -
[NSDI'2021] From Conception to Retirement: a Lifetime Story of a 3-Year-Old Operational Wireless Beacon System in the Wild
Ding Yi, Ling Liu, Yu Yang, Yunhuai Liu, Desheng Zhang, Tian He
(Acceptance rate: 19/114=17%) [PDF] [Dataset] -
[MobiCom'2020] TransLoc: Transparent Indoor Localization with Uncertain Human Participation for Instant Delivery
Yu Yang, Ding Yi, Dengpan Yuan, Guang Wang, Xiaoyang Xie, Yunhuai Liu, Tian He, Desheng Zhang
(Acceptance rate: 62/384=16%) [PDF] [Dataset] [Short video] [Long video] -
[IMWUT/UbiComp'2020] Extending Coverage of Stationary Sensing Systems with Mobile Sensing Systems for Human Mobility Modeling
Yu Yang, Zhihan Fang, Xiaoyang Xie, Fan Zhang, Yunhuai Liu, Desheng Zhang
(Acceptance rate: 149/848=17.5%) [PDF] -
[IMWUT/UbiComp'2020] CellPred: A Behavior-aided Scheme for Cellular Data Usage Prediction
Zhou Qin, Fang Cao, Yu Yang, Shuai Wang, Yunhuai Liu, Chang Tan, Desheng Zhang
(Acceptance rate: 149/848=17.5%) [PDF] -
[MobiCom'2019] VeMo: Enabling Transparent Vehicular Mobility Modeling at Individual Levels with Full Penetration
Yu Yang, Xiaoyang Xie, Zhihan Fang, Fan Zhang, Yang Wang, Desheng Zhang
(Acceptance rate: 55/290=19%) [PDF] -
[IMWUT/UbiComp'2019] MAC: Measuring the Impacts of Anomalies on Travel Time of Multiple Transportation Systems
Zhihan Fang, Yu Yang, Shuai Wang, Boyang Fu, Zixing Song, Fan Zhang, Desheng Zhang
(Acceptance rate: 176/750=23%) [PDF] -
[IMWUT/UbiComp'2019] coSense: Collaborative Urban-Scale Vehicle Sensing based on Heterogeneous Fleets
Xiaoyang Xie, Yu Yang, Zhihan Fang, Guang Wang, Fan Zhang, Fan Zhang, Yunhuai Liu, Desheng Zhang
(Acceptance rate: 140/501=27%) [PDF] -
[IMWUT/UbiComp'2018] SharedEdge: GPS-Free Fine-Grained Travel Time Estimation in State-Level Highway Systems
Yu Yang, Fan Zhang, Desheng Zhang
(Acceptance rate: 140/501=27%) [PDF] -
[IMWUT/UbiComp'2017] Your Search Path Tells Others Where to Park: Towards Fine-Grained Parking Availability Crowdsourcing Using Parking Decision Models
Ruilin Liu, Yu Yang, Daehan Kwak, Desheng Zhang, Liviu Iftode, Badri Nath
(Acceptance rate: 9/151=6%) [PDF]
Journal
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[ToN] From Conception to Retirement: a Lifetime Story of a 3-Year-Old Operational Wireless Beacon System in the Wild
Ding Yi, Ling Liu, Yu Yang, Yunhuai Liu, Desheng Zhang, Tian He
IEEE/ACM Transactions on Networking, 2021
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[TMC] VeMo: Enabling Transparent Vehicular Mobility Modeling at Individual Levels with Full Penetration
Yu Yang, Xiaoyang Xie, Zhihan Fang, Fan Zhang, Yang Wang, Desheng Zhang
IEEE Transactions on Mobile Computing, 2020
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HySense: A Hybrid Mobile CrowdSensing Framework for Sensing Opportunities Compensation under Dynamic Coverage Constraint
Guangjie Han, Li Liu, Sammy Chan, Ruiyun Yu, Yu Yang
IEEE Communications Magazine, 2017
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RAQ–A Random Forest Approach for Predicting Air Quality in Urban Sensing Systems
Ruiyun Yu, Yu Yang, Leyou Yang, Guangjie Han, Oguti Ann Move
Sensors, 2016.