Qiong Luo

Orcid: 0000-0002-2861-9492

Affiliations:
  • Hong Kong University of Science and Technology, Department of Computer Science and Engineering, Hong Kong
  • University of Wisconsin-Madison, WI, USA (PhD 2002)


According to our database1, Qiong Luo authored at least 166 papers between 2000 and 2024.

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Bibliography

2024
NL2Color: Refining Color Palettes for Charts with Natural Language.
IEEE Trans. Vis. Comput. Graph., January, 2024

VisRec: A Semi-Supervised Approach to Radio Interferometric Data Reconstruction.
CoRR, 2024

2023
Mid-Career Academics: What I Have Learned or Wish I Had Known.
SIGMOD Rec., June, 2023

MedChemLens: An Interactive Visual Tool to Support Direction Selection in Interdisciplinary Experimental Research of Medicinal Chemistry.
IEEE Trans. Vis. Comput. Graph., 2023

Efficient GPU-Accelerated Subgraph Matching.
Proc. ACM Manag. Data, 2023

Dissecting the Runtime Performance of the Training, Fine-tuning, and Inference of Large Language Models.
CoRR, 2023

A Transformer-Conditioned Neural Fields Pipeline with Polar Coordinate Representation for Astronomical Radio Interferometric Data Reconstruction.
CoRR, 2023

Density-Based Geometry Compression for LiDAR Point Clouds.
Proceedings of the Proceedings 26th International Conference on Extending Database Technology, 2023

A Conditional Denoising Diffusion Probabilistic Model for Radio Interferometric Image Reconstruction.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

RetroLens: A Human-AI Collaborative System for Multi-step Retrosynthetic Route Planning.
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

GPU Acceleration for Data Processing and Analytics.
Proceedings of the IEEE International Conference on Big Data, 2023

2022
Accelerating multi-way joins on the GPU.
VLDB J., 2022

DIESEL+: Accelerating Distributed Deep Learning Tasks on Image Datasets.
IEEE Trans. Parallel Distributed Syst., 2022

PPD: A Scalable and Efficient Parallel Primal-Dual Coordinate Descent Algorithm.
IEEE Trans. Knowl. Data Eng., 2022

Subgraph Matching With Effective Matching Order and Indexing.
IEEE Trans. Knowl. Data Eng., 2022

An In-Depth Study of Continuous Subgraph Matching.
Proc. VLDB Endow., 2022

RapidFlow: An Efficient Approach to Continuous Subgraph Matching.
Proc. VLDB Endow., 2022

An In-Depth Study of Continuous Subgraph Matching (Complete Version).
CoRR, 2022

Accelerating Elliptic Curve Digital Signature Algorithms on GPUs.
Proceedings of the SC22: International Conference for High Performance Computing, 2022

Efficient Radio Interferometric Imaging on the GPU.
Proceedings of the 18th IEEE International Conference on e-Science, 2022

A Personalized Visual Aid for Selections of Appearance Building Products with Long-term Effects.
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

2021
Efficient Similarity Search for Sets over Graphs.
IEEE Trans. Knowl. Data Eng., 2021

Fast and Accurate SimRank Computation via Forward Local Push and its Parallelization.
IEEE Trans. Knowl. Data Eng., 2021

FraudTrip: Taxi Fraudulent Trip Detection From Corresponding Trajectories.
IEEE Internet Things J., 2021

iMatching: An interactive map-matching system.
Neurocomputing, 2021

Accelerating Sequence-to-Graph Alignment on Heterogeneous Processors.
Proceedings of the ICPP 2021: 50th International Conference on Parallel Processing, Lemont, IL, USA, August 9, 2021

2020
RapidMatch: A Holistic Approach to Subgraph Query Processing.
Proc. VLDB Endow., 2020

Evaluating Memory-Hard Proof-of-Work Algorithms on Three Processors.
Proc. VLDB Endow., 2020

Accelerating Truss Decomposition on Heterogeneous Processors.
Proc. VLDB Endow., 2020

DISK: A Distributed Framework for Single-Source SimRank with Accuracy Guarantee.
Proc. VLDB Endow., 2020

In-Memory Subgraph Matching: An In-depth Study.
Proceedings of the 2020 International Conference on Management of Data, 2020

DIESEL: A Dataset-Based Distributed Storage and Caching System for Large-Scale Deep Learning Training.
Proceedings of the ICPP 2020: 49th International Conference on Parallel Processing, 2020

Accelerating Deep Learning Tasks with Optimized GPU-assisted Image Decoding.
Proceedings of the 26th IEEE International Conference on Parallel and Distributed Systems, 2020

2019
Accelerating pairwise SimRank estimation over static and dynamic graphs.
VLDB J., 2019

Efficient Data-Parallel Primitives on Heterogeneous Systems.
Proceedings of the 48th International Conference on Parallel Processing, 2019

Accelerating Long Read Alignment on Three Processors.
Proceedings of the 48th International Conference on Parallel Processing, 2019

Accelerating All-Edge Common Neighbor Counting on Three Processors.
Proceedings of the 48th International Conference on Parallel Processing, 2019

Efficient Parallel Subgraph Enumeration on a Single Machine.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Scaling Up Subgraph Query Processing with Efficient Subgraph Matching.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Parallelizing Big De Bruijn Graph Traversal for Genome Assembly on GPU Clusters.
Proceedings of the Database Systems for Advanced Applications, 2019

2018
Efficient Detection of Soft Concatenation Mapping.
IEEE Trans. Knowl. Data Eng., 2018

Storytelling and Visualization: An Extended Survey.
Inf., 2018

Revisiting Multi-pass Scatter and Gather on GPUs.
Proceedings of the 47th International Conference on Parallel Processing, 2018

Parallelizing Pruning-based Graph Structural Clustering.
Proceedings of the 47th International Conference on Parallel Processing, 2018

Parallelizing Recursive Backtracking Based Subgraph Matching on a Single Machine.
Proceedings of the 24th IEEE International Conference on Parallel and Distributed Systems, 2018

The Construction of Large Graph Data Structures in a Scalable Distributed Message System.
Proceedings of the 2nd High Performance Computing and Cluster Technologies Conference, 2018

Storytelling and Visualization: A Survey.
Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018

Deep Graph Embedding for Ranking Optimization in E-commerce.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

InfoNice: Easy Creation of Information Graphics.
Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018

Detecting Taxi Speeding from Sparse and Low-Sampled Trajectory Data.
Proceedings of the Web and Big Data - Second International Joint Conference, 2018

2017
Betweenness Centrality Revisited on Four Processors.
Proceedings of the 23rd IEEE International Conference on Parallel and Distributed Systems, 2017

A Time Series Classification Method for Battery Event Detection.
Proceedings of the 23rd IEEE International Conference on Parallel and Distributed Systems, 2017

ACTS: An Active Learning Method for Time Series Classification.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Parallelizing Big De Bruijn Graph Construction on Heterogeneous Processors.
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

Accelerating Exact Protein Structure Alignment with Graphics Processors.
Proceedings of the 13th IEEE International Conference on e-Science, 2017

HIMM: An HMM-Based Interactive Map-Matching System.
Proceedings of the Database Systems for Advanced Applications, 2017

TICC: Transparent Inter-Column Compression for Column-Oriented Database Systems.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Detecting unmetered taxi rides from trajectory data.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

Event-based non-parametric clustering of team sport trajectories.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

Cuttle: Enabling Cross-Column Compression in Distributed Column Stores.
Proceedings of the Web and Big Data - First International Joint Conference, 2017

2016
A Guided Tour of Literature Review: Facilitating Academic Paper Reading with Narrative Visualization.
Proceedings of the 9th International Symposium on Visual Information Communication and Interaction, 2016

Multi-Assignment Single Joins for Parallel Cross-Match of Astronomic Catalogs on Heterogeneous Clusters.
Proceedings of the 28th International Conference on Scientific and Statistical Database Management, 2016

Animated narrative visualization for video clickstream data.
Proceedings of the SIGGRAPH ASIA 2016, Macao, December 5-8, 2016, 2016

Data Edibilization: Representing Data with Food.
Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

STAC: Enhancing stacked graphs for time series analysis.
Proceedings of the 2016 IEEE Pacific Visualization Symposium, 2016

2015
Report on the International Workshop on Big Data Management on Emerging Hardware (HardBD 2015).
SIGMOD Rec., 2015

Special issue on data management on modern hardware.
Distributed Parallel Databases, 2015

Cross-Matching Large Astronomical Catalogs on Heterogeneous Clusters.
Proceedings of the 21st IEEE International Conference on Parallel and Distributed Systems, 2015

2014
FD-Buffer: A Cost-Based Adaptive Buffer Replacement Algorithm for FlashMemory Devices.
IEEE Trans. Computers, 2014

Inferring social ties between users with human location history.
J. Ambient Intell. Humaniz. Comput., 2014

GPU-Accelerated Cloud Computing for Data-Intensive Applications.
Proceedings of the Cloud Computing for Data-Intensive Applications, 2014

2013
VAIT: A Visual Analytics System for Metropolitan Transportation.
IEEE Trans. Intell. Transp. Syst., 2013

Accelerating Astronomical Image Subtraction on Heterogeneous Processors.
Proceedings of the 9th IEEE International Conference on eScience, 2013

Parallelizing Astronomical Source Extraction on the GPU.
Proceedings of the 9th IEEE International Conference on eScience, 2013

Accelerating In-memory Cross Match of Astronomical Catalogs.
Proceedings of the 9th IEEE International Conference on eScience, 2013

GPU-Accelerated Bidirected De Bruijn Graph Construction for Genome Assembly.
Proceedings of the Web Technologies and Applications - 15th Asia-Pacific Web Conference, 2013

Accelerating Topic Model Training on a Single Machine.
Proceedings of the Web Technologies and Applications - 15th Asia-Pacific Web Conference, 2013

2012
Pattern-based event detection in sensor networks.
Distributed Parallel Databases, 2012

High-performance short sequence alignment with GPU acceleration.
Distributed Parallel Databases, 2012

PTL: Partitioned Logging for Database Storage on Flash Solid State Drives.
Proceedings of the Web-Age Information Management, 2012

Integrating GPU-Accelerated Sequence Alignment and SNP Detection for Genome Resequencing Analysis.
Proceedings of the Scientific and Statistical Database Management, 2012

Calibrating Large Scale Vehicle Trajectory Data.
Proceedings of the 13th IEEE International Conference on Mobile Data Management, 2012

Accelerating minor allele frequency computation with graphics processors.
Proceedings of the 1st International Workshop on Big Data, 2012

2011
Mars: Accelerating MapReduce with Graphics Processors.
IEEE Trans. Parallel Distributed Syst., 2011

DHC: Distributed, Hierarchical Clustering in Sensor Networks.
J. Comput. Sci. Technol., 2011

Real-Time Action Scheduling in Pervasive Computing.
Informatica (Slovenia), 2011

Modeling and detecting events for sensor networks.
Inf. Fusion, 2011

GSNP: A DNA Single-Nucleotide Polymorphism Detection System with GPU Acceleration.
Proceedings of the International Conference on Parallel Processing, 2011

Continuous, online monitoring and analysis in large water distribution networks.
Proceedings of the 27th International Conference on Data Engineering, 2011

A visual analytics system for metropolitan transportation.
Proceedings of the 19th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2011

2010
A large-scale study on map search logs.
ACM Trans. Web, 2010

Tree Indexing on Solid State Drives.
Proc. VLDB Endow., 2010

Database Compression on Graphics Processors.
Proc. VLDB Endow., 2010

Adaptive holistic scheduling for query processing in sensor networks.
J. Parallel Distributed Comput., 2010

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

Supporting extended precision on graphics processors.
Proceedings of the Sixth International Workshop on Data Management on New Hardware, 2010

FD-buffer: a buffer manager for databases on flash disks.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009
Browsing on small displays by transforming Web pages into hierarchically structured subpages.
ACM Trans. Web, 2009

Relational query coprocessing on graphics processors.
ACM Trans. Database Syst., 2009

RiMOM: A Dynamic Multistrategy Ontology Alignment Framework.
IEEE Trans. Knowl. Data Eng., 2009

Semantic Sensor Net: an extensible framework.
Int. J. Ad Hoc Ubiquitous Comput., 2009

Caching and Materialization for Web Databases.
Found. Trends Databases, 2009

Stack-based parallel recursion on graphics processors.
Proceedings of the 14th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2009

Towards Ontology Learning from Folksonomies.
Proceedings of the IJCAI 2009, 2009

I3DC: Interactive Three-Dimensional Cubes.
Proceedings of the 25th International Conference on Data Engineering, 2009

Tree Indexing on Flash Disks.
Proceedings of the 25th International Conference on Data Engineering, 2009

Quality aware query scheduling in wireless sensor networks.
Proceedings of the 6th Workshop on Data Management for Sensor Networks, 2009

Frequent itemset mining on graphics processors.
Proceedings of the Fifth International Workshop on Data Management on New Hardware, 2009

2008
Form-based proxy caching for database-backed web sites: keywords and functions.
VLDB J., 2008

Cache-oblivious databases: Limitations and opportunities.
ACM Trans. Database Syst., 2008

Arnetminer: expertise oriented search using social networks.
Frontiers Comput. Sci. China, 2008

VPeers: A peer-to-peer service discovery framework for Virtual Manufacturing Organizations.
Comput. Ind., 2008

Discovering co-located queries in geographic search logs.
Proceedings of the First International Workshop on Location and the Web, 2008

Relational joins on graphics processors.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

Density based co-location pattern discovery.
Proceedings of the 16th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2008

Academic conference homepage understanding using constrained hierarchical conditional random fields.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

Mars: a MapReduce framework on graphics processors.
Proceedings of the 17th International Conference on Parallel Architectures and Compilation Techniques, 2008

2007
VMNet: Realistic Emulation of Wireless Sensor Networks.
IEEE Trans. Parallel Distributed Syst., 2007

Adaptive Index Utilization in Memory-Resident Structural Joins.
IEEE Trans. Knowl. Data Eng., 2007

Report on the Fourth International Workshop on Data Management for Sensor Networks (DMSN 2007).
SIGMOD Rec., 2007

EOS: expertise oriented search using social networks.
Proceedings of the 16th International Conference on World Wide Web, 2007

Supporting Adaptive Sampling in Wireless Sensor Networks.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2007

Distributed, Hierarchical Clustering and Summarization in Sensor Networks.
Proceedings of the Advances in Data and Web Management, 2007

System design issues in sensor databases.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

EaseDB: a cache-oblivious in-memory query processor.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

GPUQP: query co-processing using graphics processors.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

Efficient gather and scatter operations on graphics processors.
Proceedings of the ACM/IEEE Conference on High Performance Networking and Computing, 2007

Collaboratively Querying Sensor Networks through Handheld Devices.
Proceedings of the 8th International Conference on Mobile Data Management (MDM 2007), 2007

In-memory grid files on graphics processors.
Proceedings of the Workshop on Data Management on New Hardware, 2007

A general framework for improving query processing performance on multi-level memory hierarchies.
Proceedings of the Workshop on Data Management on New Hardware, 2007

Cache-Oblivious Query Processing.
Proceedings of the Third Biennial Conference on Innovative Data Systems Research, 2007

2006
Cache-Conscious Automata for XML Filtering.
IEEE Trans. Knowl. Data Eng., 2006

Binary Search Join between an IR System and an RDBMS.
Proceedings of the 2006 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2006), 2006

Contour map matching for event detection in sensor networks.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2006

Distributed Cross-Layer Scheduling for In-Network Sensor Query Processing.
Proceedings of the 4th IEEE International Conference on Pervasive Computing and Communications (PerCom 2006), 2006

Information retrieval in a peer-to-peer environment.
Proceedings of the 1st International Conference on Scalable Information Systems, 2006

DPTree: A Distributed Pattern Tree Index for Partial-Match Queries in Peer-to-Peer Networks.
Proceedings of the Advances in Database Technology, 2006

A comparative study on classifying the functions of web page blocks.
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006

Cache-oblivious nested-loop joins.
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006

2005
BLOSSOMS: Building Lightweight Optimized Sensor Systems on a Massive Scale.
J. Comput. Sci. Technol., 2005

Status of the CAS/HKUST Joint Project BLOSSOMS.
Proceedings of the 11th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA 2005), 2005

Systems Support for Pervasive Query Processing.
Proceedings of the 25th International Conference on Distributed Computing Systems (ICDCS 2005), 2005

Semantic Sensor Net: An Extensible Framework.
Proceedings of the Networking and Mobile Computing, Third International Conference, 2005

Supporting ranked search in parallel search cluster networks.
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005

Slicing*-tree based web page transformation for small displays.
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005

Action-Oriented Query Processing for Pervasive Computing.
Proceedings of the Second Biennial Conference on Innovative Data Systems Research, 2005

2004
Editorial message: special track on internet data management.
Proceedings of the 2004 ACM Symposium on Applied Computing (SAC), 2004

The HKUST Frog Pond - A Case Study of Sensory Data Analysis.
Proceedings of the Network and Parallel Computing, IFIP International Conference, 2004

Accurate Emulation of Wireless Sensor Networks.
Proceedings of the Network and Parallel Computing, IFIP International Conference, 2004

Online Mining in Sensor Networks.
Proceedings of the Network and Parallel Computing, IFIP International Conference, 2004

Function Proxy: Template-Based Proxy Caching for Table-Valued Functions.
Proceedings of the 20th International Conference on Data Engineering, 2004

MEADOWS: modeling, emulation, and analysis of data of wireless sensor networks.
Proceedings of the 1st Workshop on Data Management for Sensor Networks, 2004

A Meta-search Method with Clustering and Term Correlation.
Proceedings of the Database Systems for Advances Applications, 2004

Template-Based Proxy Caching for Table-Valued Functions.
Proceedings of the Database Systems for Advances Applications, 2004

Template-Based Runtime Invalidation for Database-Generated Web Contents.
Proceedings of the Advanced Web Technologies and Applications, 2004

2003
Extending a Web Browser with Client-Side Mining.
Proceedings of the Web Technologies and Applications, 5th Asian-Pacific Web Conference, 2003

2002
Interviewing During a Tight Job Market.
SIGMOD Rec., 2002

Middle-tier database caching for e-business.
Proceedings of the 2002 ACM SIGMOD International Conference on Management of Data, 2002

DBCache: database caching for web application servers.
Proceedings of the 2002 ACM SIGMOD International Conference on Management of Data, 2002

2001
The Niagara Internet Query System.
IEEE Data Eng. Bull., 2001

Web Acceleration for Electronic Commerce Applications.
Proceedings of the Poster Proceedings of the Tenth International World Wide Web Conference, 2001

Form-Based Proxy Caching for Database-Backed Web Sites.
Proceedings of the VLDB 2001, 2001

Cache Portal: Technology for Accelerating Database-driven e-commerce Web Sites.
Proceedings of the VLDB 2001, 2001

On Supporting Containment Queries in Relational Database Management Systems.
Proceedings of the 2001 ACM SIGMOD international conference on Management of data, 2001

Enabling Dynamic Content Caching for Database-Driven Web Sites.
Proceedings of the 2001 ACM SIGMOD international conference on Management of data, 2001

2000
Active Query Caching for Database Web Servers.
Proceedings of the World Wide Web and Databases, 2000


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