Xiaohui Yu

Orcid: 0000-0001-8170-2327

Affiliations:
  • York University, Toronto, ON, Canada


According to our database1, Xiaohui Yu authored at least 115 papers between 2000 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
TME: Tree-guided Multi-task Embedding Learning towards Semantic Venue Annotation.
ACM Trans. Inf. Syst., October, 2023

Data and AI Model Markets: Opportunities for Data and Model Sharing, Discovery, and Integration.
Proc. VLDB Endow., 2023

OM3: An Ordered Multi-level Min-Max Representation for Interactive Progressive Visualization of Time Series.
Proc. ACM Manag. Data, 2023

dbET: Execution Time Distribution-based Plan Selection.
Proc. ACM Manag. Data, 2023

ODIN: Object Density Aware Index for CkNN Queries over Moving Objects on Road Networks.
CoRR, 2023

A Distributed Solution for Efficient K Shortest Paths Computation over Dynamic Road Networks.
CoRR, 2023

Marshalling Model Inference in Video Streams.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Track Merging for Effective Video Query Processing.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Modeling Spatial Trajectories with Attribute Representation Learning (Extended Abstract).
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Optimizing Data Migration Using Online Clustering.
Proceedings of the 33rd Annual International Conference on Computer Science and Software Engineering, 2023

ML4DM '23: The Third Workshop on the Emerging Applications of Machine Learning in Modern Data Management.
Proceedings of the 33rd Annual International Conference on Computer Science and Software Engineering, 2023

2022
Embedding Hierarchical Structures for Venue Category Representation.
ACM Trans. Inf. Syst., 2022

Modeling Spatial Trajectories With Attribute Representation Learning.
IEEE Trans. Knowl. Data Eng., 2022

Origin-Aware Location Prediction Based on Historical Vehicle Trajectories.
ACM Trans. Intell. Syst. Technol., 2022

FILM: a Fully Learned Index for Larger-than-Memory Databases.
Proc. VLDB Endow., 2022

Spatial and Temporal Constrained Ranked Retrieval over Videos.
Proc. VLDB Endow., 2022

Enabling the interpretability of pretrained venue representations using semantic categories.
Knowl. Based Syst., 2022

CAVE-SC: Inferring categories for venues using check-ins.
Inf. Sci., 2022

PR-LTTE: Link travel time estimation based on path recovery from large-scale incomplete trip data.
Inf. Sci., 2022

Ranked Window Query Retrieval over Video Repositories.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

2021
Neural Attention Frameworks for Explainable Recommendation.
IEEE Trans. Knowl. Data Eng., 2021

CEM: A Convolutional Embedding Model for Predicting Next Locations.
IEEE Trans. Intell. Transp. Syst., 2021

Data Acquisition for Improving Machine Learning Models.
Proc. VLDB Endow., 2021

LES3: Learning-based exact set similarity search.
Proc. VLDB Endow., 2021

Missing data imputation for traffic congestion data based on joint matrix factorization.
Knowl. Based Syst., 2021

Evaluating Temporal Queries Over Video Feeds.
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

LDFeRR: A Fuel-efficient Route Recommendation Approach for Long-distance Driving Based on Historical Trajectories.
Proceedings of the 2021 SIAM International Conference on Data Mining, 2021

Efficient Construction of Nonlinear Models over Normalized Data.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

2020
An efficient index structure for distributed k-nearest neighbours query processing.
Soft Comput., 2020

Eating healthier: Exploring nutrition information for healthier recipe recommendation.
Inf. Process. Manag., 2020

Efficient Construction of Nonlinear Models overNormalized Data.
CoRR, 2020

Evaluating Temporal Queries Over Video Feeds.
CoRR, 2020

Distributed Processing of k Shortest Path Queries over Dynamic Road Networks.
Proceedings of the 2020 International Conference on Management of Data, 2020

TQVS: Temporal Queries over Video Streams in Action.
Proceedings of the 2020 International Conference on Management of Data, 2020

2019
MPE: a mobility pattern embedding model for predicting next locations.
World Wide Web, 2019

TraLFM: Latent Factor Modeling of Traffic Trajectory Data.
IEEE Trans. Intell. Transp. Syst., 2019

Improving the effectiveness of keyword search in databases using query logs.
Eng. Appl. Artif. Intell., 2019

Scalable Distributed kNN Processing on Clustered Data Streams.
IEEE Access, 2019

Top-k Queries over Digital Traces.
Proceedings of the 2019 International Conference on Management of Data, 2019

TTDM: A Travel Time Difference Model for Next Location Prediction.
Proceedings of the 20th IEEE International Conference on Mobile Data Management, 2019

2018
A Perception-Driven Approach to Supervised Dimensionality Reduction for Visualization.
IEEE Trans. Vis. Comput. Graph., 2018

PCNN: Deep Convolutional Networks for Short-Term Traffic Congestion Prediction.
IEEE Trans. Intell. Transp. Syst., 2018

Model-based Clustering of Short Text Streams.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Short-term Traffic Flow Forecasting Using Transfer Ratio and Road Similarity.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

ID Repair for Trajectories with Transition Graphs.
Proceedings of the 21st International Conference on Extending Database Technology, 2018

Travel Time Forecasting with Combination of Spatial-Temporal and Time Shifting Correlation in CNN-LSTM Neural Network.
Proceedings of the Web and Big Data - Second International Joint Conference, 2018

2017
Characteristics of Evapotranspiration of Urban Lawns in a Sub-Tropical Megacity and Its Measurement by the 'Three Temperature Model + Infrared Remote Sensing' Method.
Remote. Sens., 2017

Weighted Co-Training for Cross-Domain Image Sentiment Classification.
J. Comput. Sci. Technol., 2017

CI-Rank: Collective importance ranking for keyword search in databases.
Inf. Sci., 2017

Sliding Window Top-K Monitoring over Distributed Data Streams.
Data Sci. Eng., 2017

LCE: A Location Category Embedding Model for Predicting the Category Labels of POIs.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

Sliding Window Top-K Monitoring over Distributed Data Streams.
Proceedings of the Web and Big Data - First International Joint Conference, 2017

Meaningful Keyword Search over Databases with Complex Schema.
Proceedings of the 11th Alberto Mendelzon International Workshop on Foundations of Data Management and the Web, 2017

2016
Mining Object Similarity for Predicting Next Locations.
J. Comput. Sci. Technol., 2016

Collaborative filtering with weighted opinion aspects.
Neurocomputing, 2016

VColor: A practical vertex-cut based approach for coloring large graphs.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

Privacy-Preserving Reachability Query Services for Massive Networks.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Distributed Top-k Keyword Search over Very Large Databases with MapReduce.
Proceedings of the 2016 IEEE International Congress on Big Data, San Francisco, CA, USA, June 27, 2016

CoDS: Co-training with Domain Similarity for Cross-Domain Image Sentiment Classification.
Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016

A Data Grouping CNN Algorithm for Short-Term Traffic Flow Forecasting.
Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016

KEIPD: Knowledge Extraction and Inference System for Personal Documents.
Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016

Spica: A Path Bundling Model for Rational Route Recommendation.
Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016

Repair Singleton IDs on the Fly.
Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016

2015
Scalable Distributed Processing of K Nearest Neighbor Queries over Moving Objects.
IEEE Trans. Knowl. Data Eng., 2015

Mining moving patterns for predicting next location.
Inf. Syst., 2015

A Plane Moving Average Algorithm for Short-Term Traffic Flow Prediction.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Predicting Next Locations with Object Clustering and Trajectory Clustering.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Meaningful keyword search in relational databases with large and complex schema.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

Mining Frequent Co-occurrence Patterns across Multiple Data Streams.
Proceedings of the 18th International Conference on Extending Database Technology, 2015

2014
Efficient Duplication Free and Minimal Keyword Search in Graphs.
IEEE Trans. Knowl. Data Eng., 2014

MeanKS: meaningful keyword search in relational databases with complex schema.
Proceedings of the International Conference on Management of Data, 2014

Weighted aspect-based collaborative filtering.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

NLPMM: A Next Location Predictor with Markov Modeling.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

Continuous KNN Join Processing for Real-Time Recommendation.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Sentence-Level Sentiment Analysis in the Presence of Modalities.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2014

Ranking Keyword Search Results with Query Logs.
Proceedings of the 2014 IEEE International Congress on Big Data, Anchorage, AK, USA, June 27, 2014

Towards Efficient KNN Joins on Data Streams.
Proceedings of the 2014 IEEE International Congress on Big Data, Anchorage, AK, USA, June 27, 2014

GrandLand Traffic Data Processing Platform.
Proceedings of the 2014 IEEE International Congress on Big Data, Anchorage, AK, USA, June 27, 2014

Signaling adverse drug reactions with novel feature-based similarity model.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

2013
Riding the tide of sentiment change: sentiment analysis with evolving online reviews.
World Wide Web, 2013

Efficient Top-k Keyword Search Over Multidimensional Databases.
Int. J. Data Warehous. Min., 2013

Pollux: towards scalable distributed real-time search on microblogs.
Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013

Sentiment analysis of sentences with modalities.
Proceedings of the 2013 international workshop on Mining unstructured big data using natural language processing, 2013

DDSN: Duplicate detection to reduce both storage and bandwidth consumption.
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

Traffic Session Identification Based on Statistical Language Model.
Proceedings of the Advanced Data Mining and Applications - 9th International Conference, 2013

2012
Mining Online Reviews for Predicting Sales Performance: A Case Study in the Movie Domain.
IEEE Trans. Knowl. Data Eng., 2012

Collaborative Filtering with Aspect-Based Opinion Mining: A Tensor Factorization Approach.
Proceedings of the 12th IEEE International Conference on Data Mining, 2012

CI-Rank: Ranking Keyword Search Results Based on Collective Importance.
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

Alternative Query Optimization for Workload Management.
Proceedings of the Database and Expert Systems Applications, 2012

2011
Combining integrated sampling with SVM ensembles for learning from imbalanced datasets.
Inf. Process. Manag., 2011

Keyword Query Cleaning with Query Logs.
Proceedings of the Web-Age Information Management - 12th International Conference, 2011

Cascading top-k keyword search over relational databases.
Proceedings of the DOLAP 2011, 2011

HadoopRsync.
Proceedings of the 2011 International Conference on Cloud and Service Computing, 2011

2010
Indexing high-dimensional data for main-memory similarity search.
Inf. Syst., 2010

An extension of cooperative fuzzy games.
Fuzzy Sets Syst., 2010

A quality-aware model for sales prediction using reviews.
Proceedings of the 19th International Conference on World Wide Web, 2010

An Adaptive Model for Probabilistic Sentiment Analysis.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence, 2010

S-PLASA+: adaptive sentiment analysis with application to sales performance prediction.
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

2009
Query segmentation using conditional random fields.
Proceedings of the First International Workshop on Keyword Search on Structured Data, 2009

FRISK: Keyword Query Cleaning and Processing in Action.
Proceedings of the 25th International Conference on Data Engineering, 2009

2008
Keyword query cleaning.
Proc. VLDB Endow., 2008

Hashed samples: selectivity estimators for set similarity selection queries.
Proc. VLDB Endow., 2008

Reasoning about similarity queries in text retrieval tasks.
Proceedings of the 17th International Conference on World Wide Web, 2008

HelpMeter: A Nonlinear Model for Predicting the Helpfulness of Online Reviews.
Proceedings of the 2008 IEEE / WIC / ACM International Conference on Web Intelligence, 2008

Modeling and Predicting the Helpfulness of Online Reviews.
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

2007
Techniques for cardinality estimation in relational database systems.
PhD thesis, 2007

CSR+-tree: Cache-conscious Indexing for High-dimensional Similarity Search.
Proceedings of the 19th International Conference on Scientific and Statistical Database Management, 2007

ARSA: a sentiment-aware model for predicting sales performance using blogs.
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

2006
Fast approximate computation of statistics on views.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2006

Reasoning About Approximate Match Query Results.
Proceedings of the 22nd International Conference on Data Engineering, 2006

HASE: A Hybrid Approach to Selectivity Estimation for Conjunctive Predicates.
Proceedings of the Advances in Database Technology, 2006

2005
Monitoring K-Nearest Neighbor Queries Over Moving Objects.
Proceedings of the 21st International Conference on Data Engineering, 2005

Towards estimating the number of distinct value combinations for a set of attributes.
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005

2002
Sharpe Ratio-Oriented Active Trading: A Learning Approach.
Proceedings of the MICAI 2002: Advances in Artificial Intelligence, 2002

2000
Adaptive Improved Portfolio Sharpe Ratio Maximization with Diversification.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000


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