Zhenhui Li

According to our database1, Zhenhui Li authored at least 60 papers between 2009 and 2019.

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

Timeline

Legend:

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Links

On csauthors.net:

Bibliography

2019
A Simple Baseline for Travel Time Estimation using Large-scale Trip Data.
ACM TIST, 2019

Non-Stationary Model for Crime Rate Inference Using Modern Urban Data.
IEEE Trans. Big Data, 2019

CityFlow: A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario.
Proceedings of the World Wide Web Conference, 2019

Learning from Multiple Cities: A Meta-Learning Approach for Spatial-Temporal Prediction.
Proceedings of the World Wide Web Conference, 2019

Learning Task-Specific City Region Partition.
Proceedings of the World Wide Web Conference, 2019

Targeted Knowledge Transfer for Learning Traffic Signal Plans.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

PressLight: Learning Max Pressure Control to Coordinate Traffic Signals in Arterial Network.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Hierarchically Structured Meta-learning.
Proceedings of the 36th International Conference on Machine Learning, 2019

Revisiting Spatial-Temporal Similarity: A Deep Learning Framework for Traffic Prediction.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Inferring Mobility Relationship via Graph Embedding.
IMWUT, 2018

DRN: A Deep Reinforcement Learning Framework for News Recommendation.
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

SIGIR 2018 Workshop on Intelligent Transportation Informatics.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Context-Aware Location Annotation on Mobility Records Through User Grouping.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

IntelliLight: A Reinforcement Learning Approach for Intelligent Traffic Light Control.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Representation Learning for Large-Scale Dynamic Networks.
Proceedings of the Database Systems for Advanced Applications, 2018

Detecting Outliers in Data with Correlated Measures.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Deep Multi-View Spatial-Temporal Network for Taxi Demand Prediction.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
A Traffic Prediction Model for Self-Adapting Routing Overlay Network in Publish/Subscribe System.
Mobile Information Systems, 2017

Semantic Understanding of Spatial Trajectories.
Proceedings of the Advances in Spatial and Temporal Databases, 2017

Discovery of Causal Time Intervals.
Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

Contextual Spatial Outlier Detection with Metric Learning.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Structural Event Detection from Log Messages.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Region Representation Learning via Mobility Flow.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016
Crime Rate Inference with Big Data.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Interpreting traffic dynamics using ubiquitous urban data.
Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016

A simple baseline for travel time estimation using large-scale trip data.
Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016

Where Did You Go: Personalized Annotation of Mobility Records.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015
ePeriodicity: Mining Event Periodicity from Incomplete Observations.
IEEE Trans. Knowl. Data Eng., 2015

SemMobi: A Semantic Annotation System for Mobility Data.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Semantic Annotaion of Mobility Data using Social Media.
Proceedings of the 24th International Conference on World Wide Web, 2015

2014
MoveMine 2.0: Mining Object Relationships from Movement Data.
PVLDB, 2014

Mining GPS Data for Trajectory Recommendation.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

PGT: Measuring Mobility Relationship Using Personal, Global and Temporal Factors.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Who were you talking to - Mining interpersonal relationships from cellphone network data.
Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014

Spatiotemporal Pattern Mining: Algorithms and Applications.
Proceedings of the Frequent Pattern Mining, 2014

2013
Attraction and Avoidance Detection from Movements.
PVLDB, 2013

Path planning for power transmission line inspection robot based on visual obstacle detection.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2013

Mining Following Relationships in Movement Data.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Searching online book documents and analyzing book citations.
Proceedings of the ACM Symposium on Document Engineering 2013, 2013

Can back-of-the-book indexes be automatically created?
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012
Locality Preserving Feature Learning.
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

Mining periodic behaviors of object movements for animal and biological sustainability studies.
Data Min. Knowl. Discov., 2012

Mining event periodicity from incomplete observations.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Enabling direct interest-aware audience selection.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011
MoveMine: Mining moving object data for discovery of animal movement patterns.
ACM TIST, 2011

Generalized Fisher Score for Feature Selection.
Proceedings of the UAI 2011, 2011

Mining Significant Time Intervals for Relationship Detection.
Proceedings of the Advances in Spatial and Temporal Databases, 2011

Differentially private data cubes: optimizing noise sources and consistency.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

Linear Discriminant Dimensionality Reduction.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

Joint Feature Selection and Subspace Learning.
Proceedings of the IJCAI 2011, 2011

Correlated multi-label feature selection.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Geo-Friends Recommendation in GPS-based Cyber-physical Social Network.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2011

Learning a Kernel for Multi-Task Clustering.
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010
Swarm: Mining Relaxed Temporal Moving Object Clusters.
PVLDB, 2010

Keyword extraction for social snippets.
Proceedings of the 19th International Conference on World Wide Web, 2010

MoveMine: mining moving object databases.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

Mining periodic behaviors for moving objects.
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

Incremental Clustering for Trajectories.
Proceedings of the Database Systems for Advanced Applications, 2010

Mining Moving Object, Trajectory and Traffic Data.
Proceedings of the Database Systems for Advanced Applications, 2010

2009
Temporal Outlier Detection in Vehicle Traffic Data.
Proceedings of the 25th International Conference on Data Engineering, 2009


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