Yu Zheng

According to our database1, Yu Zheng authored at least 100 papers between 2007 and 2019.

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Bibliography

2019
A Deep Reinforcement Learning-Enabled Dynamic Redeployment System for Mobile Ambulances.
IMWUT, 2019

Synergistic Effect of i-C3F7CN/CO2 and i-C3F7CN/N2 Mixtures.
IEEE Access, 2019

Alleviating Users' Pain of Waiting: Effective Task Grouping for Online-to-Offline Food Delivery Services.
Proceedings of the World Wide Web Conference, 2019

Unifying Inter-region Autocorrelation and Intra-region Structures for Spatial Embedding via Collective Adversarial Learning.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Deep Uncertainty Quantification: A Machine Learning Approach for Weather Forecasting.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

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

2018
pg-Causality: Identifying Spatiotemporal Causal Pathways for Air Pollutants with Urban Big Data.
IEEE Trans. Big Data, 2018

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

Predicting citywide crowd flows using deep spatio-temporal residual networks.
Artif. Intell., 2018

Deep Distributed Fusion Network for Air Quality Prediction.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 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

Citywide Traffic Volume Estimation Using Trajectory Data.
IEEE Trans. Knowl. Data Eng., 2017

Regions, Periods, Activities: Uncovering Urban Dynamics via Cross-Modal Representation Learning.
Proceedings of the 26th International Conference on World Wide Web, 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

City-wide Traffic Volume Inference with Loop Detector Data and Taxi Trajectories.
Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 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

Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Modeling of Geographic Dependencies for Real Estate Ranking.
TKDD, 2016

GeoBurst: Real-Time Local Event Detection in Geo-Tagged Tweet Streams.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Transfer Knowledge between Cities.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

A Gaussian Bayesian model to identify spatio-temporal causalities for air pollution based on urban big data.
Proceedings of the IEEE Conference on Computer Communications Workshops, 2016

ST-MVL: Filling Missing Values in Geo-Sensory Time Series Data.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Urban sensing based on human mobility.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

DNN-based prediction model for spatio-temporal data.
Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016

Mining the most influential k-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
Discovering Urban Functional ZonesUsing Latent Activity Trajectories.
IEEE Trans. Knowl. Data Eng., 2015

Sensing the Pulse of Urban Refueling Behavior: A Perspective from Taxi Mobility.
ACM TIST, 2015

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

Guest Editorial: Data Management and Analysis in Location-Based Social Networks.
Distributed and Parallel Databases, 2015

Forecasting Fine-Grained Air Quality Based on Big Data.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Assembler: Efficient Discovery of Spatial Co-evolving Patterns in Massive Geo-sensory Data.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Location selection for ambulance stations: a data-driven approach.
Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015

K-Nearest Neighbor Temporal Aggregate Queries.
Proceedings of the 18th International Conference on Extending Database Technology, 2015

2014
Online Discovery of Gathering Patterns over Trajectories.
IEEE Trans. Knowl. Data Eng., 2014

PRESS: A Novel Framework of Trajectory Compression in Road Networks.
PVLDB, 2014

Inferring social ties between users with human location history.
J. Ambient Intelligence and Humanized Computing, 2014

Investigating How User's Activities in Both Virtual and Physical World Impact Each Other Leveraging LBSN Data.
IJDSN, 2014

Inferring gas consumption and pollution emission of vehicles throughout a city.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Exploiting geographic dependencies for real estate appraisal: a mutual perspective of ranking and clustering.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Sparse Real Estate Ranking with Online User Reviews and Offline Moving Behaviors.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Diagnosing New York city's noises with ubiquitous data.
Proceedings of the 2014 ACM Conference on Ubiquitous Computing, UbiComp '14, Seattle, WA, 2014

Indoor air quality monitoring system for smart buildings.
Proceedings of the 2014 ACM Conference on Ubiquitous Computing, UbiComp '14, Seattle, WA, 2014

2013
T-Finder: A Recommender System for Finding Passengers and Vacant Taxis.
IEEE Trans. Knowl. Data Eng., 2013

T-Drive: Enhancing Driving Directions with Taxi Drivers' Intelligence.
IEEE Trans. Knowl. Data Eng., 2013

A framework of traveling companion discovery on trajectory data streams.
ACM TIST, 2013

DesTeller: A System for Destination Prediction Based on Trajectories with Privacy Protection.
PVLDB, 2013

On detection of emerging anomalous traffic patterns using GPS data.
Data Knowl. Eng., 2013

On discovery of gathering patterns from trajectories.
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

Destination prediction by sub-trajectory synthesis and privacy protection against such prediction.
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

Sensing the pulse of urban refueling behavior.
Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013

Crowd sensing of traffic anomalies based on human mobility and social media.
Proceedings of the 21st SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2013

2012
Social itinerary recommendation from user-generated digital trails.
Personal and Ubiquitous Computing, 2012

Towards mobile intelligence: Learning from GPS history data for collaborative recommendation.
Artif. Intell., 2012

Discovering regions of different functions in a city using human mobility and POIs.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Inferring the Root Cause in Road Traffic Anomalies.
Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Reducing Uncertainty of Low-Sampling-Rate Trajectories.
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

On Discovery of Traveling Companions from Streaming Trajectories.
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 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

2011
Recommending friends and locations based on individual location history.
TWEB, 2011

Learning travel recommendations from user-generated GPS traces.
ACM TIST, 2011

A conversation with MSRA researchers.
SIGKDD Explorations, 2011

Retrieving k-Nearest Neighboring Trajectories by a Set of Point Locations.
Proceedings of the Advances in Spatial and Temporal Databases, 2011

Driving with knowledge from the physical world.
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

Discovering spatio-temporal causal interactions in traffic data streams.
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

Urban computing with taxicabs.
Proceedings of the UbiComp 2011: Ubiquitous Computing, 13th International Conference, 2011

Where to find my next passenger.
Proceedings of the UbiComp 2011: Ubiquitous Computing, 13th International Conference, 2011

On Mining Anomalous Patterns in Road Traffic Streams.
Proceedings of the Advanced Data Mining and Applications - 7th International Conference, 2011

Location-Based Social Networks: Locations.
Proceedings of the Computing with Spatial Trajectories, 2011

2010
Understanding transportation modes based on GPS data for web applications.
TWEB, 2010

GeoLife: A Collaborative Social Networking Service among User, Location and Trajectory.
IEEE Data Eng. Bull., 2010

Collaborative location and activity recommendations with GPS history data.
Proceedings of the 19th International Conference on World Wide Web, 2010

Smart Itinerary Recommendation Based on User-Generated GPS Trajectories.
Proceedings of the Ubiquitous Intelligence and Computing - 7th International Conference, 2010

Drive Smartly as a Taxi Driver.
Proceedings of the Symposia and Workshops on Ubiquitous, 2010

Searching trajectories by locations: an efficiency study.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

Learning Location Correlation from GPS Trajectories.
Proceedings of the Eleventh International Conference on Mobile Data Management, 2010

An Interactive-Voting Based Map Matching Algorithm.
Proceedings of the Eleventh International Conference on Mobile Data Management, 2010

Detecting nearly duplicated records in location datasets.
Proceedings of the 18th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2010

T-drive: driving directions based on taxi trajectories.
Proceedings of the 18th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2010

Finding similar users using category-based location history.
Proceedings of the 18th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2010

Answering Top-k Similar Region Queries.
Proceedings of the Database Systems for Advanced Applications, 2010

Collaborative Filtering Meets Mobile Recommendation: A User-Centered Approach.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009
Mining interesting locations and travel sequences from GPS trajectories.
Proceedings of the 18th International Conference on World Wide Web, 2009

GeoLife2.0: A Location-Based Social Networking Service.
Proceedings of the MDM 2009, 2009

Mining Individual Life Pattern Based on Location History.
Proceedings of the MDM 2009, 2009

Joint learning user's activities and profiles from GPS data.
Proceedings of the 2009 International Workshop on Location Based Social Networks, 2009

Mining correlation between locations using human location history.
Proceedings of the 17th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2009

Map-matching for low-sampling-rate GPS trajectories.
Proceedings of the 17th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2009

Trajectory simplification method for location-based social networking services.
Proceedings of the 2009 International Workshop on Location Based Social Networks, 2009

2008
Learning transportation mode from raw gps data for geographic applications on the web.
Proceedings of the 17th International Conference on World Wide Web, 2008

GeoLife: Managing and Understanding Your Past Life over Maps.
Proceedings of the 9th International Conference on Mobile Data Management (MDM 2008), 2008

A Flexible Spatio-Temporal Indexing Scheme for Large-Scale GPS Track Retrieval.
Proceedings of the 9th International Conference on Mobile Data Management (MDM 2008), 2008

Understanding mobility based on GPS data.
Proceedings of the UbiComp 2008: Ubiquitous Computing, 10th International Conference, 2008

Mining user similarity based on location history.
Proceedings of the 16th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2008

2007
Distributed Architecture for Large Scale Image-Based Search.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007


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