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Jie Bao 0003

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affiliation: JD Intelligent Cities Research, Beijing, China
affiliation (former): Microsoft Research, Beijing, China
affiliation (former): University of Minnesota, Minneapolis, MN, USA

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2024
[j24]
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Lulu Wang, Huajun He, Zheyi Pan, Jie Bao, Yu Zheng:
An Efficient System for Large-Scale Collaborative Tasks in Government. Hum. Centric Intell. Syst. 4(3): 406-416 (2024)
[j23]
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Shuliang Wang, Ziyu Wang, Sijie Ruan, Haoyu Han, Keqin Xiong, Hanning Yuan, Ziqiang Yuan, Guoqing Li, Jie Bao, Yu Zheng:
DelvMap: Completing Residential Roads in Maps Based on Couriers' Trajectories and Satellite Imagery. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024)
2023
[j22]
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Ruiyuan Li, Huajun He, Rubin Wang, Sijie Ruan, Tianfu He, Jie Bao, Junbo Zhang, Liang Hong, Yu Zheng:
TrajMesa: A Distributed NoSQL-Based Trajectory Data Management System. IEEE Trans. Knowl. Data Eng. 35(1): 1013-1027 (2023)
[j21]
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Sijie Ruan, Xi Fu, Cheng Long, Zi Xiong, Jie Bao, Ruiyuan Li, Yiheng Chen, Shengnan Wu, Yu Zheng:
Filling Delivery Time Automatically Based on Couriers' Trajectories. IEEE Trans. Knowl. Data Eng. 35(2): 1528-1540 (2023)
[j20]
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Tianfu He, Jie Bao, Yexin Li, Hui He, Yu Zheng:
Crowd-Sensing Enhanced Parking Patrol Using Sharing Bikes' Trajectories. IEEE Trans. Knowl. Data Eng. 35(4): 3589-3602 (2023)
2022
[j19]
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Zikun Deng, Di Weng, Xiao Xie, Jie Bao, Yu Zheng, Mingliang Xu, Wei Chen, Yingcai Wu:
Compass: Towards Better Causal Analysis of Urban Time Series. IEEE Trans. Vis. Comput. Graph. 28(1): 1051-1061 (2022)
[j18]
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Zikun Deng, Di Weng, Yuxuan Liang, Jie Bao, Yu Zheng, Tobias Schreck, Mingliang Xu, Yingcai Wu:
Visual Cascade Analytics of Large-Scale Spatiotemporal Data. IEEE Trans. Vis. Comput. Graph. 28(6): 2486-2499 (2022)
2021
[j17]
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Yanhua Li, Jie Bao, Zhi-Li Zhang, Saif Benjaafar:
Introduction to the Special Issue on Urban Computing and Smart Cities. Trans. Data Sci. 2(1): 2e:1-2e:2 (2021)
[j16]
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Di Weng, Ran Chen, Jianhui Zhang, Jie Bao, Yu Zheng, Yingcai Wu:
Pareto-Optimal Transit Route Planning With Multi-Objective Monte-Carlo Tree Search. IEEE Trans. Intell. Transp. Syst. 22(2): 1185-1195 (2021)
[j15]
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Yingcai Wu, Di Weng, Zikun Deng, Jie Bao, Mingliang Xu, Zhangye Wang, Yu Zheng, Zhiyu Ding, Wei Chen:
Towards Better Detection and Analysis of Massive Spatiotemporal Co-Occurrence Patterns. IEEE Trans. Intell. Transp. Syst. 22(6): 3387-3402 (2021)
[j14]
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Yichen Ding, Xun Zhou, Guojun Wu, Yanhua Li, Jie Bao, Yu Zheng, Jun Luo:
Mining Spatio-Temporal Reachable Regions With Multiple Sources over Massive Trajectory Data. IEEE Trans. Knowl. Data Eng. 33(7): 2930-2942 (2021)
[j13]
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Di Weng, Chengbo Zheng, Zikun Deng, Mingze Ma, Jie Bao, Yu Zheng, Mingliang Xu, Yingcai Wu:
Towards Better Bus Networks: A Visual Analytics Approach. IEEE Trans. Vis. Comput. Graph. 27(2): 817-827 (2021)
2020
[j12]
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Sijie Ruan, Jie Bao, Yuxuan Liang, Ruiyuan Li, Tianfu He, Chuishi Meng, Yanhua Li, Yingcai Wu, Yu Zheng:
Dynamic Public Resource Allocation Based on Human Mobility Prediction. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4(1): 25:1-25:22 (2020)
[j11]
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Ruiyuan Li, Sijie Ruan, Jie Bao, Yanhua Li, Yingcai Wu, Liang Hong, Yu Zheng:
Efficient Path Query Processing Over Massive Trajectories on the Cloud. IEEE Trans. Big Data 6(1): 66-79 (2020)
[j10]
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Yanhua Li, Jie Bao, Zhi-Li Zhang, Saif Benjaafar:
Introduction to the Special Issue on Urban Computing and Smart Cities. Trans. Data Sci. 1(3): 14:1-14:2 (2020)
[j9]
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Tianfu He, Jie Bao, Sijie Ruan, Ruiyuan Li, Yanhua Li, Hui He, Yu Zheng:
Interactive Bike Lane Planning Using Sharing Bikes' Trajectories. IEEE Trans. Knowl. Data Eng. 32(8): 1529-1542 (2020)
[j8]
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Zikun Deng, Di Weng, Jiahui Chen, Ren Liu, Zhibin Wang, Jie Bao, Yu Zheng, Yingcai Wu:
AirVis: Visual Analytics of Air Pollution Propagation. IEEE Trans. Vis. Comput. Graph. 26(1): 800-810 (2020)
2018
[j7]
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Yuhong Li, Jie Bao, Yanhua Li, Yingcai Wu, Zhiguo Gong, Yu Zheng:
Mining the Most Influential k-Location Set from Massive Trajectories. IEEE Trans. Big Data 4(4): 556-570 (2018)
[j6]
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Bin Cao, Chenyu Hou, Suifei Li, Jing Fan, Jianwei Yin, Baihua Zheng, Jie Bao:
$\sf {SIMkNN}$: A Scalable Method for in-MemorykNN Search over Moving Objects in Road Networks. IEEE Trans. Knowl. Data Eng. 30(10): 1957-1970 (2018)
2017
[j5]
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Dongyu Liu, Di Weng, Yuhong Li, Jie Bao, Yu Zheng, Huamin Qu, Yingcai Wu:
SmartAdP: Visual Analytics of Large-scale Taxi Trajectories for Selecting Billboard Locations. IEEE Trans. Vis. Comput. Graph. 23(1): 1-10 (2017)
2015
[j4]
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Jie Bao, Yu Zheng, David Wilkie, Mohamed F. Mokbel:
Recommendations in location-based social networks: a survey. GeoInformatica 19(3): 525-565 (2015)
[j3]
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Jie Bao, Defu Lian, Fuzheng Zhang, Nicholas Jing Yuan:
Geo-social media data analytic for user modeling and location-based services. ACM SIGSPATIAL Special 7(3): 11-18 (2015)
2013
[j2]
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Abdeltawab M. Hendawi, Jie Bao, Mohamed F. Mokbel:
iRoad: A Framework For Scalable Predictive Query Processing On Road Networks. Proc. VLDB Endow. 6(12): 1262-1265 (2013)
2011
[j1]
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Chi-Yin Chow, Mohamed F. Mokbel, Jie Bao, Xuan Liu:
Query-aware location anonymization for road networks. GeoInformatica 15(3): 571-607 (2011)

Conference and Workshop Papers

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2024
[c52]
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  - conf/icde/WangTRLLLYB024
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Shuliang Wang, Song Tang, Sijie Ruan, Cheng Long, Yuxuan Liang, Qi Li, Ziqiang Yuan, Jie Bao, Yu Zheng:
Urban Sensing for Multi-Destination Workers via Deep Reinforcement Learning. ICDE 2024: 4167-4179
[c51]
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Huajun He, Zihang Xu, Ruiyuan Li, Jie Bao, Tianrui Li, Yu Zheng:
TMan: A High-Performance Trajectory Data Management System Based on Key-Value Stores. ICDE 2024: 4951-4964
2023
[c50]
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  - conf/gis/RenRYL0HHM023
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Huimin Ren, Sijie Ruan, Ye Yuan, Yanhua Li, Jie Bao, Tianfu He, Huajun He, Chuishi Meng, Yu Zheng:
A Novel Approach for Company Real Workplace Identification via E-commercial Data. SIGSPATIAL/GIS 2023: 46:1-46:4
[c49]
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Yue Hu, Xiaoli Wang, Huimin Ren, Tianfu He, Tan Tang, Huajun He, Chuishi Meng, Boyang Han, Jie Bao, Ying Sun, Gang Li, Quanyi Wang, Peng Yang, Yu Zheng:
Epidemic Amplifier Detection: Finding High-Risk Locations in COVID-19 Cases' Location Sequences via Multi-task Learning. SIGSPATIAL/GIS 2023: 82:1-82:4
[c48]
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Zhipeng Ma, Chuishi Meng, Huimin Ren, Sijie Ruan, Jie Bao, Xiaoting Wang, Tianrui Li, Yu Zheng:
SAInf: Stay Area Inference of Vehicles using Surveillance Camera Records. KDD 2023: 4595-4604
2022
[c47]
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Huajun He, Ruiyuan Li, Sijie Ruan, Tianfu He, Jie Bao, Tianrui Li, Yu Zheng:
TraSS: Efficient Trajectory Similarity Search Based on Key-Value Data Stores. ICDE 2022: 2306-2318
[c46]
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Sijie Ruan, Cheng Long, Xiaodu Yang, Tianfu He, Ruiyuan Li, Jie Bao, Yiheng Chen, Shengnan Wu, Jiangtao Cui, Yu Zheng:
Discovering Actual Delivery Locations from Mis-Annotated Couriers' Trajectories. ICDE 2022: 3241-3253
[c45]
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Shuncheng Liu, Zhi Xu, Huimin Ren, Tianfu He, Boyang Han, Jie Bao, Kai Zheng, Yu Zheng:
Detecting Loaded Trajectories for Hazardous Chemicals Transportation. ICDE 2022: 3294-3306
[c44]
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Sijie Ruan, Cheng Long, Zhipeng Ma, Jie Bao, Tianfu He, Ruiyuan Li, Yiheng Chen, Shengnan Wu, Yu Zheng:
Service Time Prediction for Delivery Tasks via Spatial Meta-Learning. KDD 2022: 3829-3837
2021
[c43]
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Zheng Zhu, Huimin Ren, Sijie Ruan, Boyang Han, Jie Bao, Ruiyuan Li, Yanhua Li, Yu Zheng:
ICFinder: A Ubiquitous Approach to Detecting Illegal Hazardous Chemical Facilities with Truck Trajectories. SIGSPATIAL/GIS 2021: 37-40
[c42]
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Tianfu He, Guochun Chen, Chuishi Meng, Huajun He, Zheyi Pan, Yexin Li, Sijie Ruan, Huimin Ren, Ye Yuan, Ruiyuan Li, Junbo Zhang, Jie Bao, Hui He, Yu Zheng:
POI Alias Discovery in Delivery Addresses using User Locations. SIGSPATIAL/GIS 2021: 225-228
[c41]
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Huajun He, Ruiyuan Li, Jie Bao, Tianrui Li, Yu Zheng:
JUST-Traj: A Distributed and Holistic Trajectory Data Management System. SIGSPATIAL/GIS 2021: 403-406
[c40]
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Yue Hu, Sijie Ruan, Yuting Ni, Huajun He, Jie Bao, Ruiyuan Li, Yu Zheng:
SALON: A Universal Stay Point-Based Location Analysis Platform. SIGSPATIAL/GIS 2021: 407-410
[c39]
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Ruiyuan Li, Rubin Wang, Junwen Liu, Zisheng Yu, Huajun He, Tianfu He, Sijie Ruan, Jie Bao, Chao Chen, Fuqiang Gu, Liang Hong, Yu Zheng:
Distributed Spatio-Temporal k Nearest Neighbors Join. SIGSPATIAL/GIS 2021: 435-445
[c38]
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Huimin Ren, Sijie Ruan, Yanhua Li, Jie Bao, Chuishi Meng, Ruiyuan Li, Yu Zheng:
MTrajRec: Map-Constrained Trajectory Recovery via Seq2Seq Multi-task Learning. KDD 2021: 1410-1419
2020
[c37]
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Sijie Ruan, Cheng Long, Jie Bao, Chunyang Li, Zisheng Yu, Ruiyuan Li, Yuxuan Liang, Tianfu He, Yu Zheng:
Learning to Generate Maps from Trajectories. AAAI 2020: 890-897
[c36]
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Ruiyuan Li, Jie Bao, Huajun He, Sijie Ruan, Tianfu He, Liang Hong, Zhongyuan Jiang, Yu Zheng:
Discovering Real-Time Reachable Area Using Trajectory Connections. DASFAA (2) 2020: 36-53
[c35]
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Menghai Pan, Weixiao Huang, Yanhua Li, Xun Zhou, Zhenming Liu, Jie Bao, Yu Zheng, Jun Luo:
Is Reinforcement Learning the Choice of Human Learners?: A Case Study of Taxi Drivers. SIGSPATIAL/GIS 2020: 357-366
[c34]
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Ruiyuan Li, Huajun He, Rubin Wang, Yuchuan Huang, Junwen Liu, Sijie Ruan, Tianfu He, Jie Bao, Yu Zheng:
JUST: JD Urban Spatio-Temporal Data Engine. ICDE 2020: 1558-1569
[c33]
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Ruiyuan Li, Huajun He, Rubin Wang, Sijie Ruan, Yuan Sui, Jie Bao, Yu Zheng:
TrajMesa: A Distributed NoSQL Storage Engine for Big Trajectory Data. ICDE 2020: 2002-2005
[c32]
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Sijie Ruan, Zi Xiong, Cheng Long, Yiheng Chen, Jie Bao, Tianfu He, Ruiyuan Li, Shengnan Wu, Zhongyuan Jiang, Yu Zheng:
Doing in One Go: Delivery Time Inference Based on Couriers' Trajectories. KDD 2020: 2813-2821
[c31]
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Tianfu He, Jie Bao, Ruiyuan Li, Sijie Ruan, Yanhua Li, Li Song, Hui He, Yu Zheng:
What is the Human Mobility in a New City: Transfer Mobility Knowledge Across Cities. WWW 2020: 1355-1365
2019
[c30]
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Cong Zhang, Yanhua Li, Jie Bao, Sijie Ruan, Tianfu He, Hui Lu, Zhihong Tian, Cong Liu, Chao Tian, Jianfeng Lin, Xianen Li:
Effective Recycling Planning for Dockless Sharing Bikes. SIGSPATIAL/GIS 2019: 62-70
[c29]
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Zheyi Pan, Jie Bao, Weinan Zhang, Yong Yu, Yu Zheng:
TrajGuard: A Comprehensive Trajectory Copyright Protection Scheme. KDD 2019: 3060-3070
2018
[c28]
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  - conf/chi/WengZ0ZW18
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Di Weng, Heming Zhu, Jie Bao, Yu Zheng, Yingcai Wu:
HomeFinder Revisited: Finding Ideal Homes with Reachability-Centric Multi-Criteria Decision Making. CHI 2018: 247
[c27]
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Sijie Ruan, Ruiyuan Li, Jie Bao, Tianfu He, Yu Zheng:
CloudTP: A Cloud-Based Flexible Trajectory Preprocessing Framework. ICDE 2018: 1601-1604
[c26]
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Guojun Wu, Yanhua Li, Jie Bao, Yu Zheng, Jieping Ye, Jun Luo:
Human-Centric Urban Transit Evaluation and Planning. ICDM 2018: 547-556
[c25]
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Tianfu He, Jie Bao, Ruiyuan Li, Sijie Ruan, Yanhua Li, Chao Tian, Yu Zheng:
Detecting Vehicle Illegal Parking Events using Sharing Bikes' Trajectories. KDD 2018: 340-349
2017
[c24]
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Ruiyuan Li, Sijie Ruan, Jie Bao, Yanhua Li, Yingcai Wu, Yu Zheng:
Querying Massive Trajectories by Path on the Cloud. SIGSPATIAL/GIS 2017: 77:1-77:4
[c23]
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  - conf/gis/LiRBZ17
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Ruiyuan Li, Sijie Ruan, Jie Bao, Yu Zheng:
A Cloud-Based Trajectory Data Management System. SIGSPATIAL/GIS 2017: 96:1-96:4
[c22]
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Guojun Wu, Yichen Ding, Yanhua Li, Jie Bao, Yu Zheng, Jun Luo:
Mining Spatio-Temporal Reachable Regions over Massive Trajectory Data. ICDE 2017: 1283-1294
[c21]
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Jie Bao, Tianfu He, Sijie Ruan, Yanhua Li, Yu Zheng:
Planning Bike Lanes based on Sharing-Bikes' Trajectories. KDD 2017: 1377-1386
[c20]
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Zheng Dong, Cong Liu, Yanhua Li, Jie Bao, Yu Gu, Tian He:
REC: Predictable Charging Scheduling for Electric Taxi Fleets. RTSS 2017: 287-296
2016
[c19]
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Jie Bao, Ruiyuan Li, Xiuwen Yi, Yu Zheng:
Managing massive trajectories on the cloud. SIGSPATIAL/GIS 2016: 41:1-41:10
[c18]
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Yuhong Li, Jie Bao, Yanhua Li, Yingcai Wu, Zhiguo Gong, Yu Zheng:
Mining the most influential k-location set from massive trajectories. SIGSPATIAL/GIS 2016: 51:1-51:4
2015
[c17]
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  - conf/icde/Hendawi0MA15
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Abdeltawab M. Hendawi, Jie Bao, Mohamed F. Mokbel, Mohamed H. Ali:
Predictive tree: An efficient index for predictive queries on road networks. ICDE 2015: 1215-1226
2014
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Yanhua Li, Moritz Steiner, Jie Bao, Limin Wang, Ting Zhu:
Region sampling and estimation of geosocial data with dynamic range calibration. ICDE 2014: 1096-1107
[c15]
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Mohamed F. Mokbel, Louai Alarabi, Jie Bao, Ahmed Eldawy, Amr Magdy, Mohamed Sarwat, Ethan Waytas, Steven Yackel:
A demonstration of MNTG - A web-based road network traffic generator. ICDE 2014: 1246-1249
2013
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Jie Bao, Mohamed F. Mokbel:
GeoRank: an efficient location-aware news feed ranking system. SIGSPATIAL/GIS 2013: 184-193
[c13]
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Siva Ravada, Mohamed H. Ali, Jie Bao, Mohamed Sarwat:
ACM SIGSPATIAL GIS Cup 2013: geo-fencing. SIGSPATIAL/GIS 2013: 574-577
[c12]
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  - conf/infocom/LiSWZB13a
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Yanhua Li, Moritz Steiner, Limin Wang, Zhi-Li Zhang, Jie Bao:
Exploring venue popularity in foursquare. INFOCOM Workshops 2013: 205-210
[c11]
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Yanhua Li, Moritz Steiner, Limin Wang, Zhi-Li Zhang, Jie Bao:
Exploring venue popularity in Foursquare. INFOCOM 2013: 3357-3362
[c10]
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Mohamed F. Mokbel, Louai Alarabi, Jie Bao, Ahmed Eldawy, Amr Magdy, Mohamed Sarwat, Ethan Waytas, Steven Yackel:
MNTG: An Extensible Web-Based Traffic Generator. SSTD 2013: 38-55
2012
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Yanhua Li, Moritz Steiner, Limin Wang, Zhi-Li Zhang, Jie Bao:
Dissecting foursquare venue popularity via random region sampling. StudentWorkshop@CoNEXT 2012: 21-22
[c8]
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Mohamed Sarwat, Jie Bao, Ahmed Eldawy, Justin J. Levandoski, Amr Magdy, Mohamed F. Mokbel:
The anatomy of Sindbad: a location-aware social networking system. LBSN@GIS 2012: 1-4
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Jie Bao, Yu Zheng, Mohamed F. Mokbel:
Location-based and preference-aware recommendation using sparse geo-social networking data. SIGSPATIAL/GIS 2012: 199-208
[c6]
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Jie Bao, Mohamed F. Mokbel, Chi-Yin Chow:
GeoFeed: A Location Aware News Feed System. ICDE 2012: 54-65
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Mohamed Sarwat, Jie Bao, Ahmed Eldawy, Justin J. Levandoski, Amr Magdy, Mohamed F. Mokbel:
Sindbad: a location-based social networking system. SIGMOD Conference 2012: 649-652
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Yanhua Li, Zhi-Li Zhang, Jie Bao:
Mutual or Unrequited Love: Identifying Stable Clusters in Social Networks with Uni- and Bi-directional Links. WAW 2012: 113-125
2010
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Chi-Yin Chow, Jie Bao, Mohamed F. Mokbel:
Towards location-based social networking services. GIS-LBSN 2010: 31-38
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Jie Bao, Chi-Yin Chow, Mohamed F. Mokbel, Wei-Shinn Ku:
Efficient Evaluation of k-Range Nearest Neighbor Queries in Road Networks. Mobile Data Management 2010: 115-124
2009
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Jie Bao, Haiquan Chen, Wei-Shinn Ku:
PROS: a peer-to-peer system for location privacy protection on road networks. GIS 2009: 552-553

Parts in Books or Collections

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2015
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Mohamed Sarwat, Jie Bao, Chi-Yin Chow, Justin J. Levandoski, Amr Magdy, Mohamed F. Mokbel:
Context Awareness in Mobile Systems. Data Management in Pervasive Systems 2015: 257-287

Reference Works

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2018
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Jie Bao, Yu Zheng:
Location-Based Recommendation. Encyclopedia of Database Systems (2nd ed.) 2018
2017
[r1]
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Jie Bao, Yu Zheng:
Location-Based Recommendation Systems. Encyclopedia of GIS 2017: 1145-1153

Informal and Other Publications

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2021
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Tianfu He, Guochun Chen, Chuishi Meng, Huajun He, Zheyi Pan, Yexin Li, Sijie Ruan, Huimin Ren, Ye Yuan, Ruiyuan Li, Junbo Zhang, Jie Bao, Hui He, Yu Zheng:
POI Alias Discovery in Delivery Addresses using User Locations. CoRR abs/2109.09290 (2021)
[i5]
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Tianfu He, Jie Bao, Yexin Li, Hui He, Yu Zheng:
Crowd-sensing Enhanced Parking Patrol using Sharing Bikes' Trajectories. CoRR abs/2110.15557 (2021)
2020
[i4]
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  - journals/corr/abs-2004-06653
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Huajun He, Ruiyuan Li, Rubin Wang, Jie Bao, Yu Zheng, Tianrui Li:
Efficient Suspected Infected Crowds Detection Based on Spatio-Temporal Trajectories. CoRR abs/2004.06653 (2020)
[i3]
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Di Weng, Chengbo Zheng, Zikun Deng, Mingze Ma, Jie Bao, Yu Zheng, Mingliang Xu, Yingcai Wu:
Towards Better Bus Networks: A Visual Analytics Approach. CoRR abs/2008.10915 (2020)
2019
[i2]
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  - journals/corr/abs-1907-05390
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Guojun Wu, Yanhua Li, Zhenming Liu, Jie Bao, Yu Zheng, Jieping Ye, Jun Luo:
Reward Advancement: Transforming Policy under Maximum Causal Entropy Principle. CoRR abs/1907.05390 (2019)
2012
[i1]
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  - journals/corr/abs-1203-5474
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Yanhua Li, Zhi-Li Zhang, Jie Bao:
Mutual or Unrequited Love: Identifying Stable Clusters in Social Networks with Uni- and Bi-directional Links. CoRR abs/1203.5474 (2012)

Coauthor Index

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