Man Lung Yiu

Orcid: 0000-0002-9619-4924

Affiliations:
  • Hong Kong Polytechnic University, Hong Kong, SAR, China


According to our database1, Man Lung Yiu authored at least 133 papers between 2003 and 2023.

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

Timeline

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Bibliography

2023
Speeding Up End-to-end Query Execution via Learning-based Progressive Cardinality Estimation.
Proc. ACM Manag. Data, 2023

2022
Fast Error-Bounded Distance Distribution Computation.
IEEE Trans. Knowl. Data Eng., 2022

Efficient Algorithms for Kernel Aggregation Queries.
IEEE Trans. Knowl. Data Eng., 2022

On discovering motifs and frequent patterns in spatial trajectories with discrete Fréchet distance.
GeoInformatica, 2022

T-LevelIndex: Towards Efficient Query Processing in Continuous Preference Space.
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

GHive: A Demonstration of GPU-Accelerated Query Processing in Apache Hive.
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

Fast Error-Bounded Distance Distribution Computation (Extended Abstract).
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

PAW: Data Partitioning Meets Workload Variance.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

GHive: accelerating analytical query processing in apache hive via CPU-GPU heterogeneous computing.
Proceedings of the 13th Symposium on Cloud Computing, SoCC 2022, 2022

2021
Client-Side Service for Recommending Rewarding Routes to Mobile Crowdsourcing Workers.
IEEE Trans. Serv. Comput., 2021

The Power of Bounds: Answering Approximate Earth Mover's Distance with Parametric Bounds.
IEEE Trans. Knowl. Data Eng., 2021

Accelerating Similarity-based Mining Tasks on High-dimensional Data by Processing-in-memory.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

PolyFit: Polynomial-based Indexing Approach for Fast Approximate Range Aggregate Queries.
Proceedings of the 24th International Conference on Extending Database Technology, 2021

2020
Guest editorial: special issue on Web and big data 2019.
World Wide Web, 2020

QUAD: Quadratic-Bound-based Kernel Density Visualization.
Proceedings of the 2020 International Conference on Management of Data, 2020

The Power of Bounds: Answering Approximate Earth Mover's Distance with Parametric Bounds (Extended abstract).
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

2019
Creating Top Ranking Options in the Continuous Option and Preference Space.
Proc. VLDB Endow., 2019

A Spatial Insight for UGC Apps: Fast Similarity Search on Keyword-Induced Point Groups.
Proceedings of the 20th IEEE International Conference on Mobile Data Management, 2019

KARL: Fast Kernel Aggregation Queries.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Fast Trajectory Range Query with Discrete Frechet Distance.
Proceedings of the Advances in Database Technology, 2019

2018
Outlier Detection with Uncertain Data Using Graphics Processors.
Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

Piecewise linear regression-based single image super-resolution via Hadamard transform.
Inf. Sci., 2018

Querying spatial data by dominators in neighborhood.
Inf. Syst., 2018

Fast similarity search on keyword-induced point groups.
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

2017
Indexing, BDual Tree.
Proceedings of the Encyclopedia of GIS., 2017

Nearest Neighbor Queries in Network Databases.
Proceedings of the Encyclopedia of GIS., 2017

Efficient Retrieval of Bounded-Cost Informative Routes.
IEEE Trans. Knowl. Data Eng., 2017

Efficient Sub-Window Nearest Neighbor Search on Matrix.
IEEE Trans. Knowl. Data Eng., 2017

An Experimental Study on Hub Labeling based Shortest Path Algorithms.
Proc. VLDB Endow., 2017

Finding k most influential edges on flow graphs.
Inf. Syst., 2017

Discovering historic traffic-tolerant paths in road networks.
GeoInformatica, 2017

Determining the Impact Regions of Competing Options in Preference Space.
Proceedings of the 2017 ACM International Conference on Management of Data, 2017

Extracting Top-K Insights from Multi-dimensional Data.
Proceedings of the 2017 ACM International Conference on Management of Data, 2017

FEXIPRO: Fast and Exact Inner Product Retrieval in Recommender Systems.
Proceedings of the 2017 ACM International Conference on Management of Data, 2017

Efficient Motif Discovery in Spatial Trajectories Using Discrete Fréchet Distance.
Proceedings of the 20th International Conference on Extending Database Technology, 2017

Fast Subsequence Search on Time Series Data.
Proceedings of the 20th International Conference on Extending Database Technology, 2017

2016
Efficient discovery of longest-lasting correlation in sequence databases.
VLDB J., 2016

Enabling Scalable Geographic Service Sharing with Weighted Imprecise Voronoi Cells.
IEEE Trans. Knowl. Data Eng., 2016

Exploit Every Bit: Effective Caching for High-Dimensional Nearest Neighbor Search.
IEEE Trans. Knowl. Data Eng., 2016

Retrieving Routes of Interest Over Road Networks.
Proceedings of the Web-Age Information Management - 17th International Conference, 2016

Exploit Every Cycle: Vectorized Time Series Algorithms on Modern Commodity CPUs.
Proceedings of the Data Management on New Hardware, 2016

Beyond millisecond latency kNN search on commodity machine.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

2015
Efficient Authentication of Continuously Moving k NN Queries.
IEEE Trans. Mob. Comput., 2015

Beyond Millisecond Latency <i>k</i>NN Search on Commodity Machine.
IEEE Trans. Knowl. Data Eng., 2015

Route-Saver: Leveraging Route APIs for Accurate and Efficient Query Processing at Location-Based Services.
IEEE Trans. Knowl. Data Eng., 2015

Efficient Notification of Meeting Points for Moving Groups via Independent Safe Regions.
IEEE Trans. Knowl. Data Eng., 2015

MobiFeed: A location-aware news feed framework for moving users.
GeoInformatica, 2015

Parallel outlier detection on uncertain data for GPUs.
Distributed Parallel Databases, 2015

Oriented Online Route Recommendation for Spatial Crowdsourcing Task Workers.
Proceedings of the Advances in Spatial and Temporal Databases, 2015

A Progressive Approach for Similarity Search on Matrix.
Proceedings of the Advances in Spatial and Temporal Databases, 2015

Accelerating Exact Similarity Search on CPU-GPU Systems.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Diversified caching for replicated web search engines.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

Quick-motif: An efficient and scalable framework for exact motif discovery.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

Query Optimization over Cloud Data Market.
Proceedings of the 18th International Conference on Extending Database Technology, 2015

2014
Cache Design of SSD-Based Search Engine Architectures: An Experimental Study.
ACM Trans. Inf. Syst., 2014

Scalable Evaluation of Trajectory Queries over Imprecise Location Data.
IEEE Trans. Knowl. Data Eng., 2014

Towards Online Shortest Path Computation.
IEEE Trans. Knowl. Data Eng., 2014

Managing Evolving Uncertainty in Trajectory Databases.
IEEE Trans. Knowl. Data Eng., 2014

Retrieving Regions of Interest for User Exploration.
Proc. VLDB Endow., 2014

Concise caching of driving instructions.
Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2014

Historical traffic-tolerant paths in road networks.
Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2014

Efficient Processing of Which-Edge Questions on Shortest Path Queries.
Proceedings of the Database Systems for Advanced Applications, 2014

2013
UV-diagram: a voronoi diagram for uncertain spatial databases.
VLDB J., 2013

Moving spatial keyword queries: Formulation, methods, and analysis.
ACM Trans. Database Syst., 2013

Identifying the Most Connected Vertices in Hidden Bipartite Graphs Using Group Testing.
IEEE Trans. Knowl. Data Eng., 2013

Discovering Longest-lasting Correlation in Sequence Databases.
Proc. VLDB Endow., 2013

The impact of solid state drive on search engine cache management.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

Efficient notification of meeting points for moving groups via independent safe regions.
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

A Novel Dynamic Skyline Operation for Multicriteria Decision Support.
Proceedings of the 46th Hawaii International Conference on System Sciences, 2013

2012
Measuring the Sky: On Computing Data Cubes via Skylining the Measures.
IEEE Trans. Knowl. Data Eng., 2012

Outsourced Similarity Search on Metric Data Assets.
IEEE Trans. Knowl. Data Eng., 2012

Joint Top-K Spatial Keyword Query Processing.
IEEE Trans. Knowl. Data Eng., 2012

Shortest Path Computation with No Information Leakage.
Proc. VLDB Endow., 2012

A safe-exit approach for efficient network-based moving range queries.
Data Knowl. Eng., 2012

Evaluating Trajectory Queries over Imprecise Location Data.
Proceedings of the Scientific and Statistical Database Management, 2012

Effective caching of shortest paths for location-based services.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012

MobiFeed: a location-aware news feed system for mobile users.
Proceedings of the SIGSPATIAL 2012 International Conference on Advances in Geographic Information Systems (formerly known as GIS), 2012

Spatial Keyword Querying.
Proceedings of the Conceptual Modeling, 2012

Authentication of moving range queries.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011
Design and analysis of a ranking approach to private location-based services.
ACM Trans. Database Syst., 2011

Ranking Spatial Data by Quality Preferences.
IEEE Trans. Knowl. Data Eng., 2011

On Computing Farthest Dominated Locations.
IEEE Trans. Knowl. Data Eng., 2011

Authentication of moving kNN queries.
Proceedings of the 27th International Conference on Data Engineering, 2011

Efficient continuously moving top-k spatial keyword query processing.
Proceedings of the 27th International Conference on Data Engineering, 2011

Trajectory Pattern Mining.
Proceedings of the Computing with Spatial Trajectories, 2011

2010
Enabling search services on outsourced private spatial data.
VLDB J., 2010

Path prediction and predictive range querying in road network databases.
VLDB J., 2010

Optimal matching between spatial datasets under capacity constraints.
ACM Trans. Database Syst., 2010

Anonymous Query Processing in Road Networks.
IEEE Trans. Knowl. Data Eng., 2010

Efficient Proximity Detection among Mobile Users via Self-Tuning Policies.
Proc. VLDB Endow., 2010

Private and Flexible Proximity Detection in Mobile Social Networks.
Proceedings of the Eleventh International Conference on Mobile Data Management, 2010

Efficient verification of shortest path search via authenticated hints.
Proceedings of the 26th International Conference on Data Engineering, 2010

Preference queries in large multi-cost transportation networks.
Proceedings of the 26th International Conference on Data Engineering, 2010

UV-diagram: A Voronoi diagram for uncertain data.
Proceedings of the 26th International Conference on Data Engineering, 2010

2009
Multi-dimensional top-<i>k</i> dominating queries.
VLDB J., 2009

Efficient Evaluation of Probabilistic Advanced Spatial Queries on Existentially Uncertain Data.
IEEE Trans. Knowl. Data Eng., 2009

Workload-Aware Indexing of Continuously Moving Objects.
Proc. VLDB Endow., 2009

Retrieval of Spatial Join Pattern Instances from Sensor Networks.
GeoInformatica, 2009

Identifying the Most Endangered Objects from Spatial Datasets.
Proceedings of the Scientific and Statistical Database Management, 2009

A Location Privacy Aware Friend Locator.
Proceedings of the Advances in Spatial and Temporal Databases, 2009

Thresholded Range Aggregation in Sensor Networks.
Proceedings of the MDM 2009, 2009

Outsourcing Search Services on Private Spatial Data.
Proceedings of the 25th International Conference on Data Engineering, 2009

Location Privacy Techniques in Client-Server Architectures.
Proceedings of the Privacy in Location-Based Applications, 2009

Group-by skyline query processing in relational engines.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008
Indexing, BDual Tree.
Proceedings of the Encyclopedia of GIS., 2008

Nearest Neighbor Queries in Network Databases.
Proceedings of the Encyclopedia of GIS., 2008

The <i>B</i><sup><i>dual</i></sup>-Tree: indexing moving objects by space filling curves in the dual space.
VLDB J., 2008

Computation and Monitoring of Exclusive Closest Pairs.
IEEE Trans. Knowl. Data Eng., 2008

Discovery of convoys in trajectory databases.
Proc. VLDB Endow., 2008

Extracting k most important groups from data efficiently.
Data Knowl. Eng., 2008

Capacity constrained assignment in spatial databases.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

PAD: privacy-area aware, dummy-based location privacy in mobile services.
Proceedings of the Seventh ACM International Workshop on Data Engineering for Wireless and Mobile Access, 2008

Common Influence Join: A Natural Join Operation for Spatial Pointsets.
Proceedings of the 24th International Conference on Data Engineering, 2008

SpaceTwist: Managing the Trade-Offs Among Location Privacy, Query Performance, and Query Accuracy in Mobile Services.
Proceedings of the 24th International Conference on Data Engineering, 2008

Ring-constrained join: deriving fair middleman locations from pointsets via a geometric constraint.
Proceedings of the EDBT 2008, 2008

2007
Efficient top-<i>k</i> aggregation of ranked inputs.
ACM Trans. Database Syst., 2007

Reverse Nearest Neighbors Search in Ad Hoc Subspaces.
IEEE Trans. Knowl. Data Eng., 2007

Efficient Processing of Top-k Dominating Queries on Multi-Dimensional Data.
Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

Continuous Monitoring of Exclusive Closest Pairs.
Proceedings of the Advances in Spatial and Temporal Databases, 2007

Top-k Spatial Preference Queries.
Proceedings of the 23rd International Conference on Data Engineering, 2007

2006
Advanced query processing on spatial networks
PhD thesis, 2006

Reverse Nearest Neighbors in Large Graphs.
IEEE Trans. Knowl. Data Eng., 2006

Reverse Nearest Neighbor Search in Metric Spaces.
IEEE Trans. Knowl. Data Eng., 2006

Continuous Nearest Neighbor Monitoring in Road Networks.
Proceedings of the 32nd International Conference on Very Large Data Bases, 2006

Efficient Aggregation of Ranked Inputs.
Proceedings of the 22nd International Conference on Data Engineering, 2006

Efficient Quantile Retrieval on Multi-dimensional Data.
Proceedings of the Advances in Database Technology, 2006

2005
Aggregate Nearest Neighbor Queries in Road Networks.
IEEE Trans. Knowl. Data Eng., 2005

Iterative Projected Clustering by Subspace Mining.
IEEE Trans. Knowl. Data Eng., 2005

Probabilistic Spatial Queries on Existentially Uncertain Data.
Proceedings of the Advances in Spatial and Temporal Databases, 9th International Symposium, 2005

RPJ: Producing Fast Join Results on Streams through Rate-based Optimization.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2005

2004
Clustering Objects on a Spatial Network.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004

Non-contiguous Sequence Pattern Queries.
Proceedings of the Advances in Database Technology, 2004

2003
Frequent-Pattern based Iterative Projected Clustering.
Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003


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