PhD in Computer Science
University of Wisconsin-Madison, 2002
DualNetGO: a dual network model for protein function prediction via effective feature selection
Article
NL2Color: Refining Color Palettes for Charts with Natural Language
Article
PolarRec: Improving Radio Interferometric Data Reconstruction Using Polar Coordinates
Conference paper
RapidGKC: GPU-accelerated K-mer Counting
Conference paper
Article
Mid-Career Academics: What I Have Learned or Wish I Had Known
Article
A Conditional Denoising Diffusion Probabilistic Model for Radio Interferometric Image Reconstruction
Conference paper
Density-Based Geometry Compression for LiDAR Point Clouds
Conference paper
Efficient GPU-Accelerated Subgraph Matching
Conference paper
RetroLens: A Human-AI Collaborative System for Multi-step Retrosynthetic Route Planning
Conference paper
Accelerating Multi-Way Joins on the GPU
Article
DIESEL+: Accelerating Distributed Deep Learning Tasks on Image Datasets
Article
PPD: A Scalable and Efficient Parallel Primal-Dual Coordinate Descent Algorithm
Article
Subgraph Matching with Effective Matching Order and Indexing
Article
A Personalized Visual Aid for Selections of Appearance Building Products with Long-term Effects
Conference paper
Accelerating Elliptic Curve Digital Signature Algorithms on GPUs
Conference paper
An In-Depth Study of Continuous Subgraph Matching
Conference paper
Efficient Radio Interferometric Imaging on the GPU
Conference paper
RapidFlow: An Efficient Approach to Continuous Subgraph Matching
Conference paper
Efficient Similarity Search for Sets over Graphs
Article
Fast and Accurate SimRank Computation via Forward Local Push and Its Parallelization
Article
FraudTrip: Taxi Fraudulent Trip Detection from Corresponding Trajectories
Article
iMatching: An interactive map-matching system
Article
Accelerating Sequence-to-Graph Alignment on Heterogeneous Processors
Conference paper
Disk: A distributed framework for single-source simrank with accuracy guarantee
Article
Rapidmatch: A holistic approach to subgraph query processing
Article
Accelerating Deep Learning Tasks with Optimized GPU-assisted Image Decoding
Conference paper
Accelerating Truss Decomposition on Heterogeneous Processors
Conference paper
Conference paper
Evaluating memory-hard proof-of-work algorithms on three processors
Conference paper
In-Memory Subgraph Matching: An In-depth Study
Conference paper
Accelerating pairwise SimRank estimation over static and dynamic graphs
Article
Accelerating All-edge Common Neighbor Counting on Three Processors
Conference paper
Accelerating long read alignment on three processors
Conference paper
Efficient Data-parallel Primitives on Heterogeneous Systems
Conference paper
Efficient Parallel Subgraph Enumeration on a Single Machine
Conference paper
Parallelizing Big De Bruijn Graph Traversal for Genome Assembly on GPU Clusters
Conference paper
Scaling Up Subgraph Query Processing with Efficient Subgraph Matching
Conference paper
Efficient detection of soft concatenation mapping
Article
Storytelling and Visualization: An Extended Survey
Article
Deep Graph Embedding for Ranking Optimization in E-commerce
Conference paper
Detecting taxi speeding from sparse and low-sampled trajectory data
Conference paper
InfoNice: Easy Creation of Information Graphics
Conference paper
Parallelizing Pruning-based Graph Structural Clustering
Conference paper
Parallelizing Recursive Backtracking Based Subgraph Matching on a Single Machine
Conference paper
Revisiting multi-pass scatter and gather on GPUs
Conference paper
Storytelling and visualization: A survey
Conference paper
The construction of large graph data structures in a scalable distributed message system
Conference paper
A Time Series Classification Method for Battery Event Detection
Conference paper
Accelerating Exact Protein Structure Alignment With Graphics Processors
Conference paper
ACTS: An Active Learning Method for Time Series Classification
Conference paper
Betweenness Centrality Revisited on Four Processors
Conference paper
Cuttle: Enabling Cross-column Compression in Distributed Column Stores
Conference paper
Detecting Unmetered Taxi Rides from Trajectory Data
Conference paper
Event-based Non-parametric Clustering of Team Sport Trajectories
Conference paper
HIMM: An HMM-Based Interactive Map-Matching System
Conference paper
Parallelizing Big De Bruijn Graph Construction on Heterogeneous Processors
Conference paper
TICC: Transparent Inter-column Compression for Column-oriented Database Systems
Conference paper
A Guided Tour of Literature Review:Facilitating Academic Paper Reading with Narrative Visualization
Conference paper
Animated Narrative Visualization for Video Clickstream Data
Conference paper
Data Edibilization: Representing Data with Food
Conference paper
Conference paper
STAC: Enhancing Stacked Graphs for Time Series Analysis
Conference paper
Cross-Matching Large Astronomical Catalogs on Heterogeneous Clusters
Conference paper
Report on the International Workshop on Big Data Management on Emerging Hardware (HardBD 2015)
Conference paper
FD-Buffer: A Cost-Based Adaptive Buffer Replacement Algorithm for Flash Memory Devices
Article
Inferring social ties between users with human location history
Article
Accelerating Large-Scale Genome-Wide Association Studies with Graphics Processors
Book chapter
GPU-Accelerated Cloud Computing for Data-Intensive Applications
Book chapter
VAIT: A Visual Analytics System for Metropolitan Transportation
Article
Accelerating Astronomical Image Subtraction on Heterogeneous Processors
Conference paper
Accelerating In-memory Cross Match of Astronomical Catalogs
Conference paper
Accelerating Topic Model Training on a Single Machine
Conference paper
GPU-Accelerated Bidirected De Bruijn Graph Construction for Genome Assembly
Conference paper
Parallelizing Astronomical Source Extraction on the GPU
Conference paper
High-performance short sequence alignment with GPU acceleration
Article
Pattern-based Event Detection in Sensor Networks
Article
Accelerating Minor Allele Frequency Computation with Graphics Processors
Conference paper
Calibrating Large Scale Vehicle Trajectory Data
Conference paper
FlashTKV: A High-Throughput Transactional Key-Value Store on Flash Solid State Drives
Conference paper
Integrating GPU-Accelerated Sequence Alignment and SNP Detection for Genome Resequencing Analysis
Conference paper
PTL: Partitioned logging for database storage on flash solid state drives
Conference paper
DHC: Distributed, Hierarchical Clustering in Sensor Networks
Article
Mars: Accelerating MapReduce with Graphics Processors
Article
Modeling and detecting events for sensor networks
Article
Real-time Action Scheduling in Pervasive Computing
Article
A Visual Analytics System for Metropolitan Transportation
Conference paper
Continuous, Online Monitoring and Analysis in Large Water Distribution Networks
Conference paper
GSNP: A DNA Single-Nucleotide Polymorphism Detection System with GPU Acceleration
Conference paper
A Large-Scale Study on Map Search Logs
Article
Adaptive holistic scheduling for query processing in sensor networks
Article
Database Compression on Graphics Processors
Article
Tree Indexing on Solid State Drives
Article
FD-buffer: A Buffer Manager for Databases on Flash Disks
Conference paper
Finding Similar Users Using Category-based Location History
Conference paper
Supporting Extended Precision on Graphics Processors
Conference paper
Browsing on Small Displays by Transforming Web Pages into Hierarchically Structured Subpages
Article
Caching and Materialization for Web Databases
Article
Fast Light Mixture Estimation with Graphics Processors
Article
Relational Query Coprocessing on Graphics Processors
Article
RiMOM: A Dynamic Multistrategy Ontology Alignment Framework
Article
Semantic Sensor Net: An Extensible Framework
Article
Stack-based Parallel Recursion on Graphics Processors
Article
Article
Frequent Itemset Mining on Graphics Processors
Conference paper
I3DC: Interactive Three-Dimensional Cubes
Conference paper
Quality Aware Query Scheduling in Wireless Sensor Networks
Conference paper
Stack-Based Parallel Recursion on Graphics Processors
Conference paper
Towards Ontology Learning from Folksonomies
Conference paper
Conference paper
Arnetminer: Expertise Oriented Search Using Social Networks
Article
Cache-oblivious Databases: Limitations and Opportunities
Article
Form-based Proxy Caching for Database-backed Web Sites: Keywords and Functions
Article
VPeers: A Peer-to-peer Service Discovery Framework for Virtual Manufacturing Organizations
Article
Article
Academic Conference Homepage Understanding Using Constrained Hierarchical Conditional Random Fields
Conference paper
Density Based Co-location Pattern Discovery
Conference paper
Discovering Co-located Queries in Geographic Search Logs
Conference paper
Mars: A MapReduce Framework on Graphics Processors
Conference paper
Relational Joins on Graphics Processors
Conference paper
Adaptive Index Utilization in Memory-resident Structural Joins
Article
Efficient Gather and Scatter Operations on Graphics Processors
Article
VMNet: Realistic Emulation of Wireless Sensor Networks
Article
A General Framework for Improving Query Processing Performance on Multi-level Memory Hierarchies
Conference paper
Binary Search Join Between an IR System and an RDBMS
Conference paper
Cache-Oblivious Query Processing
Conference paper
Collaboratively Querying Sensor Networks through Handheld Devices
Conference paper
Distributed, Hierarchical Clustering and Summarization in Sensor Networks
Conference paper
EaseDB: A Cache-oblivious In-memory Query Processor
Conference paper
EOS: Expertise Oriented Search Using Social Networks
Conference paper
GPUQP: Query Co-processing Using Graphics Processors
Conference paper
In-memory Grid Files on Graphics Processors
Conference paper
Supporting Adaptive Sampling in Wireless Sensor Networks
Conference paper
System Design Issues in Sensor databases
Conference paper
Cache-conscious Automata for XML Filtering
Article
DPTree: A Distributed Pattern Tree Index for Partial-match Queries in Peer-to-peer Networks
Article
A Comparative Study on Classifying the Functions of Web Page Blocks
Conference paper
A Distributed Pattern Tree Index for Partial-Match Queries
Conference paper
Cache-oblivious Nested-loop Joins
Conference paper
Contour Map Matching for Event Detection in Sensor Networks
Conference paper
Distributed Cross-layer scheduling for In-network Sensor Query Processing
Conference paper
Information Retrieval in a Peer-to-Peer Environment
Conference paper
BLOSSOMS: Building Lightweight Optimized Sensor Systems on a Massive Scale
Article
Action-Oriented Query Processing for Pervasive Computing
Conference paper
Cache-conscious automata for XML filtering
Conference paper
Semantic Sensor net: An Extensible Framework
Conference paper
Slicing*-Tree Based Web Page Transformation for Small Displays
Conference paper
Status of the CAS/HKUST Joint Project BLOSSOMS
Conference paper
Supporting Ranked Search in Parallel Search Cluster Networks
Conference paper
Systems Support for Pervasive Query Processing
Conference paper
A Meta-search Method with Clustering and Term Correlation
Article
Online Mining in Sensor Networks
Article
Template-based Proxy Caching for Table-valued Functions
Article
Template-based Runtime Invalidation for Database-generated Web Contents
Article
The HKUST Frog Pond - A Case Study of Sensory Data Analysis
Article
Accurate Emulation of Wireless Sensor Networks
Conference paper
Function Proxy: Template-based Proxy Caching for Table-valued Functions
Conference paper
MEADOWS: Modeling, Emulation, and Analysis of Data of Wireless Sensor Networks
Conference paper
Extending a Web Browser with client-side mining
Article
Interviewing During a Tight Job Market
Article
DBCache: Database Caching for Web Application Servers
Conference paper
Middle-tier Database Caching for e-Business
Conference paper
Active Query Caching for Database Web Servers
Article
CachePortal: Technology for Accelerating Database-driven e-commerce Web Sites
Conference paper
Enabling Dynamic Content Caching for Database-Driven Web Sites
Conference paper
Form-Based Proxy Caching for Database-Backed Web Sites
Conference paper
On Supporting Containment Queries in Relational Database Management Systems
Conference paper
Web Acceleration for Electronic Commerce Applications
Conference paper
Active Query Caching for Database Web Servers
Conference paper
DIESEL+: Accelerating Distributed Deep Learning Tasks on Image Datasets
PPD: A Scalable and Efficient Parallel Primal-Dual Coordinate Descent Algorithm
Subgraph Matching with Effective Matching Order and Indexing
Fast and Accurate SimRank Computation via Forward Local Push and Its Parallelization
FraudTrip: Taxi Fraudulent Trip Detection from Corresponding Trajectories
Accelerating Sequence-to-Graph Alignment on Heterogeneous Processors
Disk: A distributed framework for single-source simrank with accuracy guarantee
Rapidmatch: A holistic approach to subgraph query processing
A Time Series Classification Method for Battery Event Detection
Accelerating Exact Protein Structure Alignment With Graphics Processors
ACTS: An Active Learning Method for Time Series Classification
Cuttle: Enabling Cross-column Compression in Distributed Column Stores
Event-based Non-parametric Clustering of Team Sport Trajectories
Parallelizing Big De Bruijn Graph Construction on Heterogeneous Processors
TICC: Transparent Inter-column Compression for Column-oriented Database Systems
Accelerating Minor Allele Frequency Computation with Graphics Processors
FlashTKV: A High-Throughput Transactional Key-Value Store on Flash Solid State Drives
Integrating GPU-Accelerated Sequence Alignment and SNP Detection for Genome Resequencing Analysis
PTL: Partitioned logging for database storage on flash solid state drives
Form-based Proxy Caching for Database-backed Web Sites: Keywords and Functions
VPeers: A Peer-to-peer Service Discovery Framework for Virtual Manufacturing Organizations
Adaptive Index Utilization in Memory-resident Structural Joins
Efficient Gather and Scatter Operations on Graphics Processors
DPTree: A Distributed Pattern Tree Index for Partial-match Queries in Peer-to-peer Networks
Efficient detection of soft concatenation mapping
Article
Storytelling and Visualization: An Extended Survey
Article
Deep Graph Embedding for Ranking Optimization in E-commerce
Conference paper
Detecting taxi speeding from sparse and low-sampled trajectory data
Conference paper
InfoNice: Easy Creation of Information Graphics
Conference paper
Parallelizing Pruning-based Graph Structural Clustering
Conference paper
Parallelizing Recursive Backtracking Based Subgraph Matching on a Single Machine
Conference paper
Revisiting multi-pass scatter and gather on GPUs
Conference paper
Storytelling and visualization: A survey
Conference paper
The construction of large graph data structures in a scalable distributed message system
Conference paper
A Time Series Classification Method for Battery Event Detection
Conference paper
Accelerating Exact Protein Structure Alignment With Graphics Processors
Conference paper
ACTS: An Active Learning Method for Time Series Classification
Conference paper
Betweenness Centrality Revisited on Four Processors
Conference paper
Cuttle: Enabling Cross-column Compression in Distributed Column Stores
Conference paper
Detecting Unmetered Taxi Rides from Trajectory Data
Conference paper
Event-based Non-parametric Clustering of Team Sport Trajectories
Conference paper
HIMM: An HMM-Based Interactive Map-Matching System
Conference paper
Parallelizing Big De Bruijn Graph Construction on Heterogeneous Processors
Conference paper
TICC: Transparent Inter-column Compression for Column-oriented Database Systems
Conference paper
A Guided Tour of Literature Review:Facilitating Academic Paper Reading with Narrative Visualization
Conference paper
Animated Narrative Visualization for Video Clickstream Data
Conference paper
Data Edibilization: Representing Data with Food
Conference paper
Conference paper
STAC: Enhancing Stacked Graphs for Time Series Analysis
Conference paper
Cross-Matching Large Astronomical Catalogs on Heterogeneous Clusters
Conference paper
Report on the International Workshop on Big Data Management on Emerging Hardware (HardBD 2015)
Conference paper
FD-Buffer: A Cost-Based Adaptive Buffer Replacement Algorithm for Flash Memory Devices
Article
Inferring social ties between users with human location history
Article
Accelerating Large-Scale Genome-Wide Association Studies with Graphics Processors
Book chapter
GPU-Accelerated Cloud Computing for Data-Intensive Applications
Book chapter
VAIT: A Visual Analytics System for Metropolitan Transportation
Article
Accelerating Astronomical Image Subtraction on Heterogeneous Processors
Conference paper
Accelerating In-memory Cross Match of Astronomical Catalogs
Conference paper
Accelerating Topic Model Training on a Single Machine
Conference paper
GPU-Accelerated Bidirected De Bruijn Graph Construction for Genome Assembly
Conference paper
Parallelizing Astronomical Source Extraction on the GPU
Conference paper
High-performance short sequence alignment with GPU acceleration
Article
Pattern-based Event Detection in Sensor Networks
Article
Accelerating Minor Allele Frequency Computation with Graphics Processors
Conference paper
Calibrating Large Scale Vehicle Trajectory Data
Conference paper
FlashTKV: A High-Throughput Transactional Key-Value Store on Flash Solid State Drives
Conference paper
Integrating GPU-Accelerated Sequence Alignment and SNP Detection for Genome Resequencing Analysis
Conference paper
PTL: Partitioned logging for database storage on flash solid state drives
Conference paper
DHC: Distributed, Hierarchical Clustering in Sensor Networks
Article
Mars: Accelerating MapReduce with Graphics Processors
Article
Modeling and detecting events for sensor networks
Article
Real-time Action Scheduling in Pervasive Computing
Article
A Visual Analytics System for Metropolitan Transportation
Conference paper
Continuous, Online Monitoring and Analysis in Large Water Distribution Networks
Conference paper
GSNP: A DNA Single-Nucleotide Polymorphism Detection System with GPU Acceleration
Conference paper
A Large-Scale Study on Map Search Logs
Article
Adaptive holistic scheduling for query processing in sensor networks
Article
Database Compression on Graphics Processors
Article
Tree Indexing on Solid State Drives
Article
FD-buffer: A Buffer Manager for Databases on Flash Disks
Conference paper
Finding Similar Users Using Category-based Location History
Conference paper
Supporting Extended Precision on Graphics Processors
Conference paper
Browsing on Small Displays by Transforming Web Pages into Hierarchically Structured Subpages
Article
Caching and Materialization for Web Databases
Article
Fast Light Mixture Estimation with Graphics Processors
Article
Relational Query Coprocessing on Graphics Processors
Article
RiMOM: A Dynamic Multistrategy Ontology Alignment Framework
Article
Semantic Sensor Net: An Extensible Framework
Article
Stack-based Parallel Recursion on Graphics Processors
Article
Article
Frequent Itemset Mining on Graphics Processors
Conference paper
I3DC: Interactive Three-Dimensional Cubes
Conference paper
Quality Aware Query Scheduling in Wireless Sensor Networks
Conference paper
Stack-Based Parallel Recursion on Graphics Processors
Conference paper
Towards Ontology Learning from Folksonomies
Conference paper
Conference paper
Arnetminer: Expertise Oriented Search Using Social Networks
Article
Cache-oblivious Databases: Limitations and Opportunities
Article
Form-based Proxy Caching for Database-backed Web Sites: Keywords and Functions
Article
VPeers: A Peer-to-peer Service Discovery Framework for Virtual Manufacturing Organizations
Article
Article
Academic Conference Homepage Understanding Using Constrained Hierarchical Conditional Random Fields
Conference paper
Density Based Co-location Pattern Discovery
Conference paper
Discovering Co-located Queries in Geographic Search Logs
Conference paper
Mars: A MapReduce Framework on Graphics Processors
Conference paper
Relational Joins on Graphics Processors
Conference paper
Adaptive Index Utilization in Memory-resident Structural Joins
Article
Efficient Gather and Scatter Operations on Graphics Processors
Article
VMNet: Realistic Emulation of Wireless Sensor Networks
Article
A General Framework for Improving Query Processing Performance on Multi-level Memory Hierarchies
Conference paper
Binary Search Join Between an IR System and an RDBMS
Conference paper
Cache-Oblivious Query Processing
Conference paper
Collaboratively Querying Sensor Networks through Handheld Devices
Conference paper
Distributed, Hierarchical Clustering and Summarization in Sensor Networks
Conference paper
EaseDB: A Cache-oblivious In-memory Query Processor
Conference paper
EOS: Expertise Oriented Search Using Social Networks
Conference paper
GPUQP: Query Co-processing Using Graphics Processors
Conference paper
In-memory Grid Files on Graphics Processors
Conference paper
Supporting Adaptive Sampling in Wireless Sensor Networks
Conference paper
System Design Issues in Sensor databases
Conference paper
Cache-conscious Automata for XML Filtering
Article
DPTree: A Distributed Pattern Tree Index for Partial-match Queries in Peer-to-peer Networks
Article
A Comparative Study on Classifying the Functions of Web Page Blocks
Conference paper
A Distributed Pattern Tree Index for Partial-Match Queries
Conference paper
Cache-oblivious Nested-loop Joins
Conference paper
Contour Map Matching for Event Detection in Sensor Networks
Conference paper
Distributed Cross-layer scheduling for In-network Sensor Query Processing
Conference paper
Information Retrieval in a Peer-to-Peer Environment
Conference paper
BLOSSOMS: Building Lightweight Optimized Sensor Systems on a Massive Scale
Article
Action-Oriented Query Processing for Pervasive Computing
Conference paper
Cache-conscious automata for XML filtering
Conference paper
Semantic Sensor net: An Extensible Framework
Conference paper
Slicing*-Tree Based Web Page Transformation for Small Displays
Conference paper
Status of the CAS/HKUST Joint Project BLOSSOMS
Conference paper
Supporting Ranked Search in Parallel Search Cluster Networks
Conference paper
Systems Support for Pervasive Query Processing
Conference paper
A Meta-search Method with Clustering and Term Correlation
Article
Online Mining in Sensor Networks
Article
Template-based Proxy Caching for Table-valued Functions
Article
Template-based Runtime Invalidation for Database-generated Web Contents
Article
The HKUST Frog Pond - A Case Study of Sensory Data Analysis
Article
Accurate Emulation of Wireless Sensor Networks
Conference paper
Function Proxy: Template-based Proxy Caching for Table-valued Functions
Conference paper
MEADOWS: Modeling, Emulation, and Analysis of Data of Wireless Sensor Networks
Conference paper
Extending a Web Browser with client-side mining
Article
Interviewing During a Tight Job Market
Article
DBCache: Database Caching for Web Application Servers
Conference paper
Middle-tier Database Caching for e-Business
Conference paper
Active Query Caching for Database Web Servers
Article
CachePortal: Technology for Accelerating Database-driven e-commerce Web Sites
Conference paper
Enabling Dynamic Content Caching for Database-Driven Web Sites
Conference paper
Form-Based Proxy Caching for Database-Backed Web Sites
Conference paper
On Supporting Containment Queries in Relational Database Management Systems
Conference paper
Web Acceleration for Electronic Commerce Applications
Conference paper
Active Query Caching for Database Web Servers
Conference paper
COMP1021 | Introduction to Computer Science |
COMP4971A | Independent Work |
No Teaching Assignments |
No Teaching Assignments |
No Teaching Assignments |
No Teaching Assignments |
No Teaching Assignments |
CHENG, Yiran
Individualized Interdisciplinary Program (Artificial Intelligence)
HU, Yicheng
Computer Science and Engineering
QIU, Siya
(co-supervision)
Individualized Interdisciplinary Program (Data Science and Analytics)
XU, Tong
Individualized Interdisciplinary Program (Data Science and Analytics)
ZHANG, Xin
(co-supervision)
Individualized Interdisciplinary Program (Data Science and Analytics)
REN, Xiaozhe
Computer Science and Engineering
SUN, Xibo
Computer Science and Engineering( Completed in 2024 )
SHI, Chuhan
Computer Science and Engineering( Completed in 2023 )
FENG, Zonghao
Computer Science and Engineering( Completed in 2022 )
LIU, Yixin
Computer Science and Engineering( Completed in 2024 )
LIU, Honghao
Individualized Interdisciplinary Program (Data Science and Analytics)( Completed in 2022 )
MENG, Zihan
Individualized Interdisciplinary Program (Data Science and Analytics)( Completed in 2022 )
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