Zhenhui Li

Kybernetes, 2023

MoSID: Modality-Specific Information Disentanglement from Multi-parametric MRI for Breast Tumor Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Cancer Prevention Through Early Detection, 2023

Developing Large Pre-trained Model for Breast Tumor Segmentation from Ultrasound Images.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022

Meta multi-task nuclei segmentation with fewer training samples.

[BibT_eX]

[DOI]

Medical Image Anal., 2022

CBLab: Scalable Traffic Simulation with Enriched Data Supporting.

[BibT_eX]

[DOI]

CoRR, 2022

HMES: A Scalable Human Mobility and Epidemic Simulation System with Fast Intervention Modeling.

[BibT_eX]

[DOI]

Proceedings of the IEEE Smartworld, 2022

The Third Workshop on Data-driven Intelligent Transportation.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Bayesian Model-Based Offline Reinforcement Learning for Product Allocation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

App2Vec: Context-Aware Application Usage Prediction.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2021

Citywide Traffic Volume Inference with Surveillance Camera Records.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2021

Learning to Route via Theory-Guided Residual Network.

[BibT_eX]

[DOI]

Chang Liu

Guanjie Zheng

CoRR, 2021

Functionally Regionalized Knowledge Transfer for Low-resource Drug Discovery.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Objective-aware Traffic Simulation via Inverse Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Knowledge-based Residual Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Boosting Offline Reinforcement Learning with Residual Generative Modeling.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Improving Generalization in Meta-learning via Task Augmentation.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

Rebuilding City-Wide Traffic Origin Destination from Road Speed Data.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Probabilistic simulation of spatial demand for intelligent product allocation.

[BibT_eX]

[DOI]

Proceedings of the GeoSim@SIGSPATIAL 2021: Proceedings of the 4th ACM SIGSPATIAL International Workshop on GeoSpatial Simulation, 2021

Neural Utility Functions.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

How Do We Move: Modeling Human Movement with System Dynamics.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Recent Advances in Reinforcement Learning for Traffic Signal Control: A Survey of Models and Evaluation.

[BibT_eX]

[DOI]

SIGKDD Explor., 2020

Automatic Historical Feature Generation through Tree-based Method in Ads Prediction.

[BibT_eX]

[DOI]

CoRR, 2020

Relation-aware Meta-learning for Market Segment Demand Prediction with Limited Records.

[BibT_eX]

[DOI]

CoRR, 2020

Don't Overlook the Support Set: Towards Improving Generalization in Meta-learning.

[BibT_eX]

[DOI]

CoRR, 2020

Learning to Simulate Human Movement.

[BibT_eX]

[DOI]

Hua Wei

CoRR, 2020

A Probabilistic Simulator of Spatial Demand for Product Allocation.

[BibT_eX]

[DOI]

CoRR, 2020

Learning with Small Data.

[BibT_eX]

[DOI]

Huaxiu Yao

Fenglong Ma

Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020

Learning to Simulate on Sparse Trajectory Data.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science Track, 2020

Online Structured Meta-learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Learning with Small Data.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Automated Relational Meta-learning.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

Learning to Simulate Vehicle Trajectories from Demonstrations.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Few-Shot Knowledge Graph Completion.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

MetaLight: Value-Based Meta-Reinforcement Learning for Traffic Signal Control.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Graph Few-Shot Learning via Knowledge Transfer.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Toward A Thousand Lights: Decentralized Deep Reinforcement Learning for Large-Scale Traffic Signal Control.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

A Simple Baseline for Travel Time Estimation using Large-scale Trip Data.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2019

Non-Stationary Model for Crime Rate Inference Using Modern Urban Data.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2019

Targeted Source Detection for Environmental Data.

[BibT_eX]

[DOI]

CoRR, 2019

Diagnosing Reinforcement Learning for Traffic Signal Control.

[BibT_eX]

[DOI]

CoRR, 2019

A Survey on Traffic Signal Control Methods.

[BibT_eX]

[DOI]

CoRR, 2019

CityFlow: A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Learning from Multiple Cities: A Meta-Learning Approach for Spatial-Temporal Prediction.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Learning Task-Specific City Region Partition.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Targeted Knowledge Transfer for Learning Traffic Signal Plans.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

PressLight: Learning Max Pressure Control to Coordinate Traffic Signals in Arterial Network.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Hierarchically Structured Meta-learning.

[BibT_eX]

[DOI]

Proceedings of the 36th International Conference on Machine Learning, 2019

Learning Phase Competition for Traffic Signal Control.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Learning Traffic Signal Control from Demonstrations.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

CoLight: Learning Network-level Cooperation for Traffic Signal Control.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Unsupervised Representation Learning of Spatial Data via Multimodal Embedding.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Revisiting Spatial-Temporal Similarity: A Deep Learning Framework for Traffic Prediction.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Inferring Mobility Relationship via Graph Embedding.

[BibT_eX]

[DOI]

Yanwei Yu

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

Semantic Exploration of Traffic Dynamics.

[BibT_eX]

[DOI]

CoRR, 2018

Modeling Spatial-Temporal Dynamics for Traffic Prediction.

[BibT_eX]

[DOI]

CoRR, 2018

DRN: A Deep Reinforcement Learning Framework for News Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

SIGIR 2018 Workshop on Intelligent Transportation Informatics.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

IntelliLight: A Reinforcement Learning Approach for Intelligent Traffic Light Control.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Representation Learning for Large-Scale Dynamic Networks.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2018

Detecting Outliers in Data with Correlated Measures.

[BibT_eX]

[DOI]

Yu-Hsuan Kuo

Daniel Kifer

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Deep Multi-View Spatial-Temporal Network for Taxi Demand Prediction.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Mob. Inf. Syst., 2017

Semantic Understanding of Spatial Trajectories.

[BibT_eX]

[DOI]

Proceedings of the Advances in Spatial and Temporal Databases, 2017

Discovery of Causal Time Intervals.

[BibT_eX]

[DOI]

Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

Contextual Spatial Outlier Detection with Metric Learning.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Pranay Anchuri

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.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016

Crime Rate Inference with Big Data.

[BibT_eX]

[DOI]

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

Interpreting traffic dynamics using ubiquitous urban data.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015

ePeriodicity: Mining Event Periodicity from Incomplete Observations.

[BibT_eX]

[DOI]

Jingjing Wang

IEEE Trans. Knowl. Data Eng., 2015

SemMobi: A Semantic Annotation System for Mobility Data.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Semantic Annotaion of Mobility Data using Social Media.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on World Wide Web, 2015

2014

MoveMine 2.0: Mining Object Relationships from Movement Data.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2014

Mining GPS Data for Trajectory Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

PGT: Measuring Mobility Relationship Using Personal, Global and Temporal Factors.

[BibT_eX]

[DOI]

Wang-Chien Lee

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Who were you talking to - Mining interpersonal relationships from cellphone network data.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014

Spatiotemporal Pattern Mining: Algorithms and Applications.

[BibT_eX]

[DOI]

Proceedings of the Frequent Pattern Mining, 2014

2013

Attraction and Avoidance Detection from Movements.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2013

Path planning for power transmission line inspection robot based on visual obstacle detection.

[BibT_eX]

[DOI]

Hongguang Wang

Yuechao Wang

Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2013

Development of a wall-climbing robot with biped-wheel hybrid locomotion mechanism.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Mining Following Relationships in Movement Data.

[BibT_eX]

[DOI]

Margaret Crofoot

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Searching online book documents and analyzing book citations.

[BibT_eX]

[DOI]

Proceedings of the ACM Symposium on Document Engineering 2013, 2013

Can back-of-the-book indexes be automatically created?

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012

Mining periodicity and object relationship in spatial and temporal data

[BibT_eX]

[DOI]

PhD thesis, 2012

Locality Preserving Feature Learning.

[BibT_eX]

[DOI]

Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

Mining periodic behaviors of object movements for animal and biological sustainability studies.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2012

Mining event periodicity from incomplete observations.

[BibT_eX]

[DOI]

Jingjing Wang

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Enabling direct interest-aware audience selection.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2011

Generalized Fisher Score for Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the UAI 2011, 2011

Mining Significant Time Intervals for Relationship Detection.

[BibT_eX]

[DOI]

Proceedings of the Advances in Spatial and Temporal Databases, 2011

Differentially private data cubes: optimizing noise sources and consistency.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

Linear Discriminant Dimensionality Reduction.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

Joint Feature Selection and Subspace Learning.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2011, 2011

Correlated multi-label feature selection.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Geo-Friends Recommendation in GPS-based Cyber-physical Social Network.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2011

Learning a Kernel for Multi-Task Clustering.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010

Swarm: Mining Relaxed Temporal Moving Object Clusters.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2010

Keyword extraction for social snippets.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on World Wide Web, 2010

MoveMine: mining moving object databases.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

Mining periodic behaviors for moving objects.

[BibT_eX]

[DOI]

Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

Incremental Clustering for Trajectories.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2010

Mining Moving Object, Trajectory and Traffic Data.

[BibT_eX]

[DOI]