Jie Bao

Orcid: 0000-0002-2346-7012

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


According to our database1, Jie Bao authored at least 75 papers between 2009 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2023
Crowd-Sensing Enhanced Parking Patrol Using Sharing Bikes' Trajectories.
IEEE Trans. Knowl. Data Eng., April, 2023

Filling Delivery Time Automatically Based on Couriers' Trajectories.
IEEE Trans. Knowl. Data Eng., 2023

TrajMesa: A Distributed NoSQL-Based Trajectory Data Management System.
IEEE Trans. Knowl. Data Eng., 2023

SAInf: Stay Area Inference of Vehicles using Surveillance Camera Records.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

A Novel Approach for Company Real Workplace Identification via E-commercial Data.
Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

Epidemic Amplifier Detection: Finding High-Risk Locations in COVID-19 Cases' Location Sequences via Multi-task Learning.
Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

2022
Compass: Towards Better Causal Analysis of Urban Time Series.
IEEE Trans. Vis. Comput. Graph., 2022

Visual Cascade Analytics of Large-Scale Spatiotemporal Data.
IEEE Trans. Vis. Comput. Graph., 2022

Service Time Prediction for Delivery Tasks via Spatial Meta-Learning.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Discovering Actual Delivery Locations from Mis-Annotated Couriers' Trajectories.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Detecting Loaded Trajectories for Hazardous Chemicals Transportation.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

TraSS: Efficient Trajectory Similarity Search Based on Key-Value Data Stores.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

2021
Towards Better Bus Networks: A Visual Analytics Approach.
IEEE Trans. Vis. Comput. Graph., 2021

Mining Spatio-Temporal Reachable Regions With Multiple Sources over Massive Trajectory Data.
IEEE Trans. Knowl. Data Eng., 2021

Towards Better Detection and Analysis of Massive Spatiotemporal Co-Occurrence Patterns.
IEEE Trans. Intell. Transp. Syst., 2021

Pareto-Optimal Transit Route Planning With Multi-Objective Monte-Carlo Tree Search.
IEEE Trans. Intell. Transp. Syst., 2021

MTrajRec: Map-Constrained Trajectory Recovery via Seq2Seq Multi-task Learning.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

ICFinder: A Ubiquitous Approach to Detecting Illegal Hazardous Chemical Facilities with Truck Trajectories.
Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

Distributed Spatio-Temporal k Nearest Neighbors Join.
Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

SALON: A Universal Stay Point-Based Location Analysis Platform.
Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

JUST-Traj: A Distributed and Holistic Trajectory Data Management System.
Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

POI Alias Discovery in Delivery Addresses using User Locations.
Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

2020
AirVis: Visual Analytics of Air Pollution Propagation.
IEEE Trans. Vis. Comput. Graph., 2020

Interactive Bike Lane Planning Using Sharing Bikes' Trajectories.
IEEE Trans. Knowl. Data Eng., 2020

Introduction to the Special Issue on Urban Computing and Smart Cities.
Trans. Data Sci., 2020

Efficient Path Query Processing Over Massive Trajectories on the Cloud.
IEEE Trans. Big Data, 2020

Dynamic Public Resource Allocation Based on Human Mobility Prediction.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020

Efficient Suspected Infected Crowds Detection Based on Spatio-Temporal Trajectories.
CoRR, 2020

What is the Human Mobility in a New City: Transfer Mobility Knowledge Across Cities.
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Doing in One Go: Delivery Time Inference Based on Couriers' Trajectories.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

TrajMesa: A Distributed NoSQL Storage Engine for Big Trajectory Data.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

JUST: JD Urban Spatio-Temporal Data Engine.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Is Reinforcement Learning the Choice of Human Learners?: A Case Study of Taxi Drivers.
Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020

Discovering Real-Time Reachable Area Using Trajectory Connections.
Proceedings of the Database Systems for Advanced Applications, 2020

Learning to Generate Maps from Trajectories.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Reward Advancement: Transforming Policy under Maximum Causal Entropy Principle.
CoRR, 2019

TrajGuard: A Comprehensive Trajectory Copyright Protection Scheme.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Effective Recycling Planning for Dockless Sharing Bikes.
Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019

2018
Location-Based Recommendation.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

$\sf {SIMkNN}$: A Scalable Method for in-MemorykNN Search over Moving Objects in Road Networks.
IEEE Trans. Knowl. Data Eng., 2018

Mining the Most Influential k-Location Set from Massive Trajectories.
IEEE Trans. Big Data, 2018

Detecting Vehicle Illegal Parking Events using Sharing Bikes' Trajectories.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Human-Centric Urban Transit Evaluation and Planning.
Proceedings of the IEEE International Conference on Data Mining, 2018

CloudTP: A Cloud-Based Flexible Trajectory Preprocessing Framework.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

HomeFinder Revisited: Finding Ideal Homes with Reachability-Centric Multi-Criteria Decision Making.
Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018

2017
Location-Based Recommendation Systems.
Proceedings of the Encyclopedia of GIS., 2017

SmartAdP: Visual Analytics of Large-scale Taxi Trajectories for Selecting Billboard Locations.
IEEE Trans. Vis. Comput. Graph., 2017

REC: Predictable Charging Scheduling for Electric Taxi Fleets.
Proceedings of the 2017 IEEE Real-Time Systems Symposium, 2017

Planning Bike Lanes based on Sharing-Bikes' Trajectories.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Mining Spatio-Temporal Reachable Regions over Massive Trajectory Data.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

A Cloud-Based Trajectory Data Management System.
Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017

Querying Massive Trajectories by Path on the Cloud.
Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017

2016
Mining the most influential <i>k</i>-location set from massive trajectories.
Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016

Managing massive trajectories on the cloud.
Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016

2015
Geo-social media data analytic for user modeling and location-based services.
ACM SIGSPATIAL Special, 2015

Recommendations in location-based social networks: a survey.
GeoInformatica, 2015

Predictive tree: An efficient index for predictive queries on road networks.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

Context Awareness in Mobile Systems.
Proceedings of the Data Management in Pervasive Systems, 2015

2014
A demonstration of MNTG - A web-based road network traffic generator.
Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

Region sampling and estimation of geosocial data with dynamic range calibration.
Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

2013
iRoad: A Framework For Scalable Predictive Query Processing On Road Networks.
Proc. VLDB Endow., 2013

MNTG: An Extensible Web-Based Traffic Generator.
Proceedings of the Advances in Spatial and Temporal Databases, 2013

Exploring venue popularity in Foursquare.
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

ACM SIGSPATIAL GIS Cup 2013: geo-fencing.
Proceedings of the 21st SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2013

GeoRank: an efficient location-aware news feed ranking system.
Proceedings of the 21st SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2013

2012
Mutual or Unrequited Love: Identifying Stable Clusters in Social Networks with Uni- and Bi-directional Links.
Proceedings of the Algorithms and Models for the Web Graph - 9th International Workshop, 2012

Sindbad: a location-based social networking system.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012

GeoFeed: A Location Aware News Feed System.
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

The anatomy of Sindbad: a location-aware social networking system.
Proceedings of the 5th ACM SIGSPATIAL International Workshop on Location-Based Social Networks, 2012

Location-based and preference-aware recommendation using sparse geo-social networking data.
Proceedings of the SIGSPATIAL 2012 International Conference on Advances in Geographic Information Systems (formerly known as GIS), 2012

Dissecting foursquare venue popularity via random region sampling.
Proceedings of the 2012 ACM conference on CoNEXT student workshop, 2012

2011
Query-aware location anonymization for road networks.
GeoInformatica, 2011

2010
Efficient Evaluation of k-Range Nearest Neighbor Queries in Road Networks.
Proceedings of the Eleventh International Conference on Mobile Data Management, 2010

Towards location-based social networking services.
Proceedings of the 2010 International Workshop on Location Based Social Networks, 2010

2009
PROS: a peer-to-peer system for location privacy protection on road networks.
Proceedings of the 17th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2009


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