PhD in Computer Science
The University of Queensland, 1994
Adversarial Graph Neural Network for Multivariate Time Series Anomaly Detection
Article
Article
Comfort-Aware Lane Change Planning with Exit Strategy for Autonomous Vehicle
Article
DB-LSH 2.0: Locality-Sensitive Hashing With Query-Based Dynamic Bucketing
Article
Efficient Frequency-Based Randomization for Spatial Trajectories Under Differential Privacy
Article
Efficient processing of coverage centrality queries on road networks
Article
I/O-Efficient Multi-Criteria Shortest Paths Query Processing on Large Graphs
Article
LDPGuard: Defenses Against Data Poisoning Attacks to Local Differential Privacy Protocols
Article
Scene-Driven Multimodal Knowledge Graph Construction for Embodied AI
Article
Task Allocation in Spatial Crowdsourcing: An Efficient Geographic Partition Framework
Article
TED+: Towards Discovering Top-k Edge-Diversified Patterns in a Graph Database
Article
Towards a Unified Understanding of Uncertainty Quantification in Traffic Flow Forecasting
Article
A Coarse-to-Fine Framework for Entity-Relation Joint Extraction
Conference paper
A Just-In-Time Framework for Continuous Routing
Conference paper
Conference paper
Adaptive Hypergraph Network for Trust Prediction
Conference paper
Approximate Skyline Index for Constrained Shortest Pathfinding with Theoretical Guarantee
Conference paper
Conference paper
DecLog: Decentralized Logging in Non-Volatile Memory for Time Series Database Systems
Conference paper
E2GCL: Efficient and Expressive Contrastive Learning on Graph Neural Networks
Conference paper
Effective Data Selection and Replay for Unsupervised Continual Learning
Conference paper
Efficient Approximate Maximum Inner Product Search over Sparse Vectors
Conference paper
Fight Fire with Fire: Towards Robust Graph Neural Networks on Dynamic Graphs via Actively Defense
Conference paper
FRESH: Towards Efficient Graph Queries in an Outsourced Graph
Conference paper
GradGCL: Gradient Graph Contrastive Learning
Conference paper
HeteFedRec: Federated Recommender Systems with Model Heterogeneity
Conference paper
Conference paper
Managing the Future: Route Planning Influence Evaluation in Transportation Systems
Conference paper
Meta-optimized Joint Generative and Contrastive Learning for Sequential Recommendation
Conference paper
Meta-optimized Structural and Semantic Contrastive Learning for Graph Collaborative Filtering
Conference paper
Multi-Modality is All You Need for Transferable Recommender Systems
Conference paper
Ocean: Online Clustering and Evolution Analysis for Dynamic Streaming Data
Conference paper
Scalable Distance Labeling Maintenance and Construction for Dynamic Small-World Networks
Conference paper
Search to Fine-Tune Pre-Trained Graph Neural Networks for Graph-Level Tasks
Conference paper
Short-Text Author Linking Through Multi-Facet Temporal-Textual Embedding (Extended Abstract)
Conference paper
Conference paper
Conference paper
Conference paper
Conference paper
A Learned Index for Exact Similarity Search in Metric Spaces
Article
A Noise-Aware Method With Type Constraint Pattern for Neural Relation Extraction
Article
A Survey and Experimental Study on Privacy-Preserving Trajectory Data Publishing
Article
A-MCTS: Adaptive Monte Carlo Tree Search for Temporal Path Discovery
Article
Article
Auto-Regressive Extractive Summarization With Replacement
Article
Coalition-based task assignment with priority-aware fairness in spatial crowdsourcing
Article
Edge-enhanced Global Disentangled Graph Neural Network for Sequential Recommendation
Article
Efficient kNN query for moving objects on time-dependent road networks
Article
Evidence Reasoning and Curriculum Learning for Document-level Relation Extraction
Article
Feature-Level Deeper Self-Attention Network With Contrastive Learning for Sequential Recommendation
Article
Few-Shot Semantic Relation Prediction Across Heterogeneous Graphs
Article
HFUL: a hybrid framework for user account linkage across location-aware social networks
Article
Learnable Model Augmentation Contrastive Learning for Sequential Recommendation
Article
Multi-constraint shortest path using forest hop labeling
Article
Parallel Hub Labeling Maintenance with High Efficiency in Dynamic Small-World Networks
Article
Partition-Aware Graph Pattern Based Node Matching With Updates
Article
Profit Optimization in Spatial Crowdsourcing: Effectiveness and Efficiency
Article
Quaternion-based graph convolution network for recommendation
Article
Time-Aware Dynamic Graph Embedding for Asynchronous Structural Evolution
Article
Value-Wise ConvNet for Transformer Models: An Infinite Time-Aware Recommender System
Article
Blocker and Matcher Can Mutually Benefit: A Co-Learning Framework for Low-Resource Entity Resolution
Conference paper
Contrastive Enhanced Slide Filter Mixer for Sequential Recommendation
Conference paper
Controllable Universal Fair Representation Learning
Conference paper
FARGO: Fast Maximum Inner Product Search via Global Multi-Probing
Conference paper
Finding Top-k Optimal Routes with Collective Spatial Keywords on Road Networks
Conference paper
Global Routing Optimization in Road Networks
Conference paper
Learned Probing Cardinality Estimation for High-Dimensional Approximate NN Search
Conference paper
LHMM: A Learning Enhanced HMM Model for Cellular Trajectory Map Matching
Conference paper
Reinforcement Learning based Tree Decomposition for Distance Querying in Road Networks
Conference paper
RHB-Net: A Relation-aware Historical Bridging Network for Text2SQL Auto-Completion
Conference paper
ROI-demand Traffic Prediction: A Pre-train, Query and Fine-tune Framework
Conference paper
ST-MoE: Spatio-Temporal Mixture-of-Experts for Debiasing in Traffic Prediction
Conference paper
TEA: Time-aware Entity Alignment in Knowledge Graphs
Conference paper
TED: Towards Discovering Top-k Edge-Diversified Patterns in a Graph Database
Conference paper
Conference paper
Trajectory Representation Learning Based on Road Network Partition for Similarity Computation
Conference paper
VisualNeo: Bridging the Gap between Visual Query Interfaces and Graph Query Engines
Conference paper
An Efficient Algorithm for Maximum Trajectory Coverage Query With Approximation Guarantee
Article
An Efficient and Effective Approach for Multi-Fact Extraction from Text Corpus
Article
Fastest Path Query Answering using Time-Dependent Hop-Labeling in Road Network
Article
Privacy and efficiency guaranteed social subgraph matching
Article
Ranking-Based Implicit Regularization for One-Class Collaborative Filtering
Article
Stream Processing of Shortest Path Query in Dynamic Road Networks
Article
Supply-Demand-aware Deep Reinforcement Learning for Dynamic Fleet Management
Article
Utility-Based Matching of Vehicles and Hybrid Requests on Rider Demand Responsive Systems
Article
Wavefront-Based Multiple Rumor Sources Identification by Multi-Task Learning
Article
DB-LSH: Locality-Sensitive Hashing with Query-based Dynamic Bucketing
Conference paper
Diversified Top-κ Route Planning in Road Network
Conference paper
Ensemble Semi-supervised Entity Alignment via Cycle-Teaching
Conference paper
FHL-Cube: Multi-Constraint Shortest Path Querying with Flexible Combination of Constraints
Conference paper
Frequency-based Randomization for Guaranteeing Differential Privacy in Spatial Trajectories
Conference paper
Information Resilience: the nexus of responsible and agile approaches to information use
Conference paper
Informed Multi-Context Entity Alignment
Conference paper
Large-scale Entity Alignment via Knowledge Graph Merging, Partitioning and Embedding
Conference paper
MetaPTP: An Adaptive Meta-optimized Model for Personalized Spatial Trajectory Prediction
Conference paper
minIL: A Simple and Small Index for String Similarity Search with Edit Distance
Conference paper
VINCENT: Towards Efficient Exploratory Subgraph Search in Graph Databases
Conference paper
Workload-Aware Shortest Path Distance Querying in Road Networks
Conference paper
A-DSP: An Adaptive Join Algorithm for Dynamic Data Stream on Cloud System
Article
Article
Community-Based Influence Maximization In Location-Based Social Network
Article
cPhoto2Trip: Exploiting Visual Contents in Geo-Tagged Photos for Personalized Tour Recommendation
Article
GLAD: A Grid and Labeling Framework with Scheduling for Conflict-Aware kNN Queries
Article
Implicit Relation-Aware Social Recommendation with Variational Auto-Encoder
Article
Improving the Quality of Web-Based Data Imputation With Crowd Intervention
Article
Incremental Graph Pattern Based Node Matching with Multiple Updates
Article
LoG: a locally-global model for entity disambiguation
Article
Photovoltaic Nowcasting With Bi-Level Spatio-Temporal Analysis Incorporating Sky Images
Article
Temporal knowledge completion with context-aware embeddings
Article
Temporal knowledge extraction from large-scale text corpus
Article
An Efficient Approach for Spatial Trajectory Anonymization
Conference paper
An experimental evaluation and guideline for path finding in weighted dynamic network
Conference paper
Coalition-Based Task Assignment in Spatial Crowdsourcing
Conference paper
Crowdsensing Data Trading based on Combinatorial Multi-Armed Bandit and Stackelberg Game
Conference paper
Discovering subsequence patterns for next POI recommendation
Conference paper
Dynamic Hub Labeling for Road Networks
Conference paper
Efficient 2-Hop Labeling Maintenance in Dynamic Small-World Networks
Conference paper
Efficient Constrained Shortest Path Query Answering with Forest Hop Labeling
Conference paper
Efficient Trajectory Contact Query Processing
Conference paper
METRO: A Generic Graph Neural Network Framework for Multivariate Time Series Forecasting
Conference paper
MFNP: A Meta-optimized Model for Few-shot Next POI Recommendation
Conference paper
REPOSE: Distributed Top-k Trajectory Similarity Search with Local Reference Point Tries
Conference paper
Speaknav: Voice-based route description language understanding for template-driven path search
Conference paper
Summarizing Long-Form Document with Rich Discourse Information
Conference paper
Variational Self-attention Network for Sequential Recommendation
Conference paper
A survey of trajectory distance measures and performance evaluation
Article
Answering Why-Not Group Spatial Keyword Queries
Article
Consensus-Based Group Task Assignment with Social Impact in Spatial Crowdsourcing
Article
Article
Destination-Aware Task Assignment in Spatial Crowdsourcing: A Worker Decomposition Approach
Article
Efficient and robust data augmentation for trajectory analytics: a similarity-based approach
Article
End-to-end relation extraction based on bootstrapped multi-level distant supervision
Article
Group-Based Recurrent Neural Networks for POI Recommendation
Article
Online sales prediction via trend alignment-based multitask recurrent neural networks
Article
Personalized Video Recommendation Using Rich Contents from Videos
Article
Reference-Based Framework for Spatio-Temporal Trajectory Compression and Query Processing
Article
Semi-supervised clustering with deep metric learning and graph embedding
Article
SRA: Secure Reverse Auction for Task Assignment in Spatial Crowdsourcing
Article
TEAGS: time-aware text embedding approach to generate subgraphs
Article
Trajectories know where map is wrong: an iterative framework for map-trajectory co-optimisation
Article
A Survey on Map-Matching Algorithms
Conference paper
Adaptive top-k overlap set similarity joins
Conference paper
Decentralized Embedding Framework for Large-Scale Networks
Conference paper
Efficient kNN Search with Occupation in Large-Scale On-demand Ride-Hailing
Conference paper
EPARS: Early prediction of at-risk students with online and offline learning behaviors
Conference paper
Exploiting Aesthetic Preference in Deep Cross Networks for Cross-domain Recommendation
Conference paper
Fast query decomposition for batch shortest path processing in road networks
Conference paper
Path Query Processing Using Typical Snapshots in Dynamic Road Networks
Conference paper
Predictive task assignment in spatial crowdsourcing: A data-driven approach
Conference paper
Sequence-aware factorization machines for temporal predictive analytics
Conference paper
Typical Snapshots Selection for Shortest Path Query in Dynamic Road Networks
Conference paper
Updates-aware graph pattern based node matching
Conference paper
A framework for parallel map-matching at scale using Spark
Article
A novel hybrid publication recommendation system using compound information
Article
An efficient method for top-k graph based node matching
Article
Exploiting Combination Effect for Unsupervised Feature Selection by ℓ2,0 Norm
Article
Integrating workload balancing and fault tolerance in distributed stream processing system
Article
Leveraging multi-aspect time-related influence in location recommendation
Article
Parallelizing approximate single-source personalized PageRank queries on shared memory
Article
Protecting multi-party privacy in location-aware social point-of-interest recommendation
Article
Searching activity trajectory with keywords
Article
A fine-grained and noise-aware method for neural relation extraction
Conference paper
A hierarchical framework for top-k location-aware error-tolerant keyword search
Conference paper
An efficient framework for correctness-aware kNN queries on road networks
Conference paper
An Iterative Map-Trajectory Co-optimisation Framework Based on Map-Matching and Map Update
Conference paper
Answering why-not group spatial keyword queries (Extended Abstract)
Conference paper
Batch processing of shortest path queries in road networks
Conference paper
Context-Aware Temporal Knowledge Graph Embedding
Conference paper
Discovering correlations between sparse features in distant supervision for relation extraction
Conference paper
Efficient batch processing of shortest path queries in road networks
Conference paper
Entity Disambiguation Based on Parse Tree Neighbours on Graph Attention Network
Conference paper
Extracting temporal patterns from large-scale text corpus
Conference paper
Feature-level deeper self-attention network for sequential recommendation
Conference paper
Graph contextualized self-attention network for session-based recommendation
Conference paper
Moving object linking based on historical trace
Conference paper
Multi-source multi-net micro-video recommendation with hidden item category discovery
Conference paper
RecKGC: Integrating Recommendation with Knowledge Graph Completion
Conference paper
Recurrent convolutional neural network for sequential recommendation
Conference paper
Semi-supervised Clustering with Deep Metric Learning
Conference paper
Conference paper
Social influence-based group representation learning for group recommendation
Conference paper
Time-dependent hop labeling on road network
Conference paper
WebPut: A web-aided data imputation system for the general type of missing string attribute values
Conference paper
Where to go next: A spatio-temporal gated network for next POI recommendation
Conference paper
Computing crowd consensus with partial agreement
Article
Context-aware trust network extraction in large-scale trust-oriented social networks
Article
Diagnosing and Minimizing Semantic Drift in Iterative Bootstrapping Extraction
Article
Distributed Stream Rebalance for Stateful Operator under Workload Variance
Article
Exploiting detected visual objects for frame-level video filtering
Article
Article
MCS-GPM: Multi-Constrained Simulation Based Graph Pattern Matching in Contextual Social Graphs
Article
Semantic-aware top-k spatial keyword queries
Article
Time-dependent route scheduling on road networks
Article
TPM: A temporal personalized model for spatial item recommendation
Article
Spatiotemporal Recommendation in Geo-Social Networks
Book chapter
Two-Dimensional Shape Retrieval
Book chapter
A system for spatial-temporal trajectory data integration and representation
Conference paper
Auto-CES: An automatic pruning method through clustering ensemble selection
Conference paper
Computing crowd consensus with partial agreement
Conference paper
Concept for evaluation of techniques for trajectory distance measures
Conference paper
DAVE: Extracting domain attributes and values from text corpus
Conference paper
Effective and Efficient User Account Linkage across Location Based Social Networks
Conference paper
Efficient clue-based route search on road networks (extended Abstract)
Conference paper
Exploiting reshaping subgraphs from bilateral propagation graphs
Conference paper
ID repair for trajectories with transition graphs
Conference paper
Incremental graph pattern based node matching
Conference paper
Joint event-partner recommendation in event-based social networks
Conference paper
LC-RNN: A deep learning model for traffic speed prediction
Conference paper
Mining subgraphs from propagation networks through temporal dynamic analysis
Conference paper
Modeling patient visit using electronic medical records for cost profile estimation
Conference paper
Origin-destination trajectory diversity analysis: Efficient top-k diversified search
Conference paper
TADA: Trend Alignment with Dual-Attention Multi-task Recurrent Neural Networks for Sales Prediction
Conference paper
Trajectory set similarity measure: An EMD-based approach
Conference paper
A context-aware approach for trustworthy worker selection in social crowd
Article
A Privacy-Preserving Framework for Trust-Oriented Point-of-Interest Recommendation
Article
An empirical study on user-topic rating based collaborative filtering methods
Article
Answer validation for generic crowdsourcing tasks with minimal efforts
Article
Argument discovery via crowdsourcing
Article
Bilinear Optimized Product Quantization for Scalable Visual Content Analysis
Article
CAT: Context-aware trust-oriented worker selection in social crowd
Article
Data Quality: The Role of Empiricism
Article
Discrete Multimodal Hashing with Canonical Views for Robust Mobile Landmark Search
Article
Efficient Clue-Based Route Search on Road Networks
Article
HD-GDD: high dimensional graph dominance drawing approach for reachability query
Article
Ranking weighted clustering coefficient in large dynamic graphs
Article
Spatial-Aware Hierarchical Collaborative Deep Learning for POI Recommendation
Article
ST-SAGE: A spatial-Temporal sparse additive generative model for spatial item recommendation
Article
The Interaction Between Schema Matching and Record Matching in Data Integration
Article
Understand Short Texts by Harvesting and Analyzing Semantic Knowledge
Article
A performance study on large-scale data analytics using disk-based and in-memory database systems
Conference paper
Decomposition-based approximation of time series data with max-error guarantees
Conference paper
EtherQL: A query layer for blockchain system
Conference paper
Exploiting spatio-temporal user behaviors for user linkage
Conference paper
Jointly modeling heterogeneous temporal properties in location recommendation
Conference paper
Minimal on-road time route scheduling on time-dependent graphs
Conference paper
Mobi-SAGE: A sparse additive generative model for mobile app recommendation
Conference paper
Multi-Constrained Top-K Graph Pattern Matching in Contextual Social Graphs
Conference paper
Outlier trajectory detection: A trajectory analytics based approach
Conference paper
The interaction between schema matching and record matching in data integration (Extended abstract)
Conference paper
Conference paper
A Spatial-Temporal Topic Model for the Semantic Annotation of POIs in LBSNs
Article
Access Time Oracle for Planar Graphs
Article
Adapting to User Interest Drift for POI Recommendation
Article
Compound Rank-k Projections for Bilinear Analysis
Article
Discovering Meaningful Certain Keys from Incomplete and Inconsistent Relations
Article
Exploiting Viral Marketing for Location Promotion in Location-Based Social Networks
Article
Joint Modeling of User Check-in Behaviors for Real-time Point-of-Interest Recommendation
Article
Landmark-Based Route Recommendation with Crowd Intelligence
Article
Optimizing Cost of Continuous Overlapping Queries over Data Streams by Filter Adaption
Article
Possible and certain keys for SQL
Article
Quality-Aware Entity-Level Semantic Representations for Short Texts
Article
TOSI: A trust-oriented social influence evaluation method in contextual social networks
Article
Clue-based Spatio-textual Query
Conference paper
Discovering interpretable geo-social communities for user behavior prediction
Conference paper
Exploiting Hierarchies for Efficient Detection of Completeness in Stream Data
Conference paper
Finding least on-road travel time on road network
Conference paper
Graph-Based Metric Embedding for Next POI Recommendation
Conference paper
Keyword-aware continuous kNN query on road networks
Conference paper
SPORE: A Sequential Personalized Spatial Item Recommender System
Conference paper
TRIP: An Interactive Retrieving-Inferring Data Imputation Approach
Conference paper
Understanding Information Diffusion under Interactions
Conference paper
Using Detected Visual Objects to Index Video Database
Conference paper
WARD@TRECVID 2016: Surveillance Event Detection
Conference paper
When Peculiarity Makes a Difference: Object Characterisation in Heterogeneous Information Networks
Conference paper
Article
Calibrating trajectory data for spatio-temporal similarity analysis
Article
Cardinality constraints on qualitatively uncertain data
Article
Dynamic user modeling in social media systems
Article
Semisupervised feature selection via spline regression for video semantic recognition
Article
Social event identification and ranking on flickr
Article
Trip Oriented Search on Activity Trajectory
Article
TRIP: An Interactive Retrieving-Inferring Data Imputation Approach
Article
WARD-CMU@TRECVID 2015: Surveillance Event Detection
Article
A convex formulation for spectral shrunk clustering
Conference paper
A novelty-seeking based dining recommender system
Conference paper
Addressing instance ambiguity in web harvesting
Conference paper
Approximate keyword search in semantic trajectory database
Conference paper
Efficient secure similarity computation on encrypted trajectory data
Conference paper
Geographical constraint and temporal similarity modeling for point-of-interest recommendation
Conference paper
Geo-SAGE: A geographical sparse additive generative model for spatial item recommendation
Conference paper
Interactive Top-k Spatial Keyword queries
Conference paper
Joint modeling of user check-in behaviors for point-of-interest recommendation
Conference paper
Joint modeling of users' interests and mobility patterns for point-of-interest recommendation
Conference paper
Making sense of trajectory data: A partition-and-summarization approach
Conference paper
Microblog entity linking with social temporal context
Conference paper
Modeling user mobility for location promotion in location-based social networks
Conference paper
Multi-Constrained Graph Pattern Matching in large-scale contextual social graphs
Conference paper
Conference paper
Predicting passengers in public transportation using smart card data
Conference paper
Predicting users’ purchasing behaviors using their browsing history
Conference paper
SharkDB: An in-memory storage system for massive trajectory data
Conference paper
Short text understanding through lexical-semantic analysis
Conference paper
Storing and processing massive trajectory data on SAP HANA
Conference paper
A web-based approach to data imputation
Article
Augmenting image descriptions using structured prediction output
Article
Clustering-Guided Sparse Structural Learning for Unsupervised Feature Selection
Article
Continuous probabilistic subspace skyline query processing using grid projections
Article
CoRE: A context-aware relation extraction method for relation completion
Article
Economic model-driven cloud service composition
Article
Article
Maximum error-bounded Piecewise Linear Representation for online stream approximation
Article
Online discovery of gathering patterns over trajectories
Article
Personalized trajectory matching in spatial networks
Article
Quality-aware schedulers for weak consistency key-value data stores
Article
Responsibility analysis for lineagesof conjunctive queries with inequalities
Article
STMaker: A system to make sense of trajectory data
Article
A crowd-based route recommendation system-CrowdPlanner
Conference paper
A data driven approach for discovering data quality requirements
Conference paper
A social trust path recommendation system in contextual online social networks
Conference paper
An Efficient Trust-Oriented Trip Planning Method in Road Networks
Conference paper
An evolution-based robust social influence evaluation method in Online Social Networks
Conference paper
Cardinality constraints for uncertain data
Conference paper
Cost-efficient spatial network partitioning for distance-based query processing
Conference paper
CrowdPlanner: A crowd-based route recommendation system
Conference paper
Efficient aggregate farthest neighbour query processing on road networks
Conference paper
Efficient retrieval of top-K most similar users from travel smart card data
Conference paper
EISA: An efficient information theoretical approach to value segmentation in large databases
Conference paper
Exploring Social Influence on Location-Based Social Networks
Conference paper
Location oriented phrase detection in microblogs
Conference paper
ORange: Objective-Aware Range Query Refinement
Conference paper
Overcoming Semantic drift in information extraction
Conference paper
Ranking based activity trajectory search
Conference paper
Rating propagation in web services reputation systems: A fast shapley value approach
Conference paper
SAQR: An efficient scheme for similarity-aware query refinement
Conference paper
SharkDB: An in-memory column-oriented trajectory storage
Conference paper
AML: Efficient approximate membership localization within a web-based join framework
Article
Computing unrestricted synopses under maximum error bound
Article
Data centric research at the University of Queensland
Article
Discriminative nonnegative spectral clustering with out-of-sample extension
Article
Infrared patch-image model for small target detection in a single image
Article
Adaptive query scheduling in key-value data stores
Conference paper
An Effectiveness Study on Trajectory Similarity Measures
Conference paper
Calibrating trajectory data for similarity-based analysis
Conference paper
Co-regularized ensemble for feature selection
Conference paper
Conference paper
Exploiting structural similarity for automatic information extraction from lists
Conference paper
Identifying Users’ Topical Tasks in Web Search
Conference paper
QoS-aware cloud service composition using time series
Conference paper
Spatio-temporal event modeling and ranking
Conference paper
Approximating query answering on RDF databases
Article
Discovering the most influential sites over uncertain data: A rank-based approach
Article
Efficient subsequence matching over large video databases
Article
Finding alternative shortest paths in spatial networks
Article
Finding superior skyline points for multidimensional recommendation applications
Article
Information Extraction From Microblogs: A Survey
Article
On group nearest group query processing
Article
PNN query processing on compressed trajectories
Article
Quick identification of near-duplicate video sequences with cut signature
Article
Spatial query processing for fuzzy objects
Article
Structure Tensor Series-Based Large Scale Near-Duplicate Video Retrieval
Article
Article
Effective data density estimation in ring-based P2P networks
Conference paper
Efficient buffer management for piecewise linear representation of multiple data streams
Conference paper
Efficient provenance storage for relational queries
Conference paper
Finding the silver lining for data freshness on the cloud
Conference paper
I/O cost minimization: Reachability queries processing over massive graphs
Conference paper
QoS-aware cloud service composition based on economic models
Conference paper
Reducing uncertainty of low-sampling-rate trajectories
Conference paper
Unsupervised feature selection using nonnegative spectral analysis
Conference paper
WebPut: Efficient web-based data imputation
Conference paper
XML query processing using views
Conference paper
Approximate entity extraction in temporal databases
Article
Exploring distributional discrepancy for multidimensional point set retrieval
Article
Article
Mining multi-tag association for image tagging
Article
Providing built-in keyword search capabilities in RDBMS
Article
SPARK2: Top-k keyword query in relational databases
Article
Trajectory Indexing and Retrieval
Book chapter
Continuously monitoring the correlations of massive discrete streams
Conference paper
Discovering popular routes from trajectories
Conference paper
Effective data co-reduction for multimedia similarity search
Conference paper
Efficient histogram-based similarity search in ultra-high dimensional space
Conference paper
Efficient parallel skyline processing using hyperplane projections
Conference paper
Enhance web pages genre identification using neighboring pages
Conference paper
Finding the most accessible locations: Reverse path nearest neighbor query in road networks
Conference paper
Genetic algorithm based QoS-aware service compositions in cloud computing
Conference paper
ℓ2,1-Norm regularized discriminative feature selection for unsupervised learning
Conference paper
Learning-based relevance feedback for web-based relation completion
Conference paper
Nonnegative spectral clustering with discriminative regularization
Conference paper
PartSS: An Efficient Partition-based Filtering for Edit Distance Constraints
Conference paper
Probabilistic range queries for Uncertain Trajectories on road networks
Conference paper
Providing flexible tradeoff for provenance tracking
Conference paper
Scheduling with freshness and performance guarantees for web: Applications in the cloud
Conference paper
Searching Time Series Using Textual Approximation
Conference paper
Storage and use of provenance information for relational database queries
Conference paper
Structure tensor series-based matching for near-duplicate video retrieval
Conference paper
Adaptive Subspace Symbolization for Content-Based Video Detection
Article
Duplicate-insensitive order statistics computation over data streams
Article
Mining near-duplicate graph for cluster-based reranking of web video search results
Article
Path prediction and predictive range querying in road network databases
Article
Practical online near-duplicate subsequence detection for continuous video streams
Article
Conference paper
Anddy: A system for author name disambiguation in digital library
Conference paper
Approximate Membership Localization (AML) for web-based join
Conference paper
Efficient and continuous near-duplicate video detection
Conference paper
Efficient common items extraction from multiple sorted lists
Conference paper
Efficient web pages identification for entity resolution
Conference paper
Extract interesting skyline points in high dimension
Conference paper
Group visible nearest neighbor queries in spatial databases
Conference paper
K-nearest neighbor search for fuzzy objects
Conference paper
Sampling dirty data for matching attributes
Conference paper
Searching trajectories by locations: An efficiency study
Conference paper
Transitivity-preserving skylines for partially ordered domains
Conference paper
An Efficient Near-Duplicate Video Shot Detection Method Using Shot-Based Interest Points
Article
Bounded coordinate system indexing for real-time video clip search
Article
Effective and efficient query processing for video subsequence identification
Article
Hybrid information retrieval policies based on cooperative cache in mobile P2P networks
Article
Instance optimal query processing in spatial networks
Article
MOIR/MT: monitoring large-scale road network traffic in real-time
Article
Speed up interactive image retrieval
Article
Using local popularity of web resources for geo-ranking of search engine results
Article
Article
A subspace symbolization approach to content-based video search
Conference paper
A term-based driven clustering approach for name disambiguation
Conference paper
Data quality aware queries in collaborative information systems
Conference paper
Efficient information retrieval in mobile peer-to-peer networks
Conference paper
From trajectories to activities: A spatio-temporal join approach
Conference paper
High-dimensional indexing with oriented cluster representation for multimedia databases
Conference paper
Hybrid retrieval mechanisms in vehicle-based P2P networks
Conference paper
Instant advertising in mobile peer-to-peer networks
Conference paper
Interactive near-duplicate video retrieval and detection
Conference paper
IRank: A term-based innovation ranking system for conferences and scholars
Conference paper
Monitoring path nearest neighbor in road networks
Conference paper
Online near-duplicate video clip detection and retrieval: An accurate and fast system
Conference paper
Progressive keyword search in relational databases
Conference paper
A multi-resolution surface distance model for k-NN query processing
Article
Batch nearest neighbor search for video retrieval
Article
Challenges and techniques for effective and efficient similarity search in large video databases
Article
Discovery of convoys in trajectory databases
Article
Localized co-occurrence model for fast approximate search in 3D structure databases
Article
A hybrid prediction model for moving objects
Conference paper
Achieving effective multi-term queries for fast DHT information retrieval
Conference paper
Computing relaxed answers on RDF databases
Conference paper
Content-based video search: Is there a need, and is it possible?
Conference paper
Convoy queries in spatio-temporal databases
Conference paper
Data Quality in Web Information Systems
Conference paper
Distribution-based similarity measures for multi-dimensional point set retrieval applications
Conference paper
Locality condensation: A new dimensionality reduction method for image retrieval
Conference paper
Location update strategies for network-constrained moving objects
Conference paper
MOIR: A prototype for managing moving objects in road networks
Conference paper
Pattern-based extraction of addresses from web page content
Conference paper
Research and practice in data quality
Conference paper
An adaptive and dynamic dimensionality reduction method for high-dimensional indexing
Article
Capture local information in shape representation
Article
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An adaptive and efficient unsupervised shot clustering algorithm for sports video
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Data quality - The key success factor for data driven engineering
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Dual dimensionality reduction for efficient video similarity search
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Dynamic batch nearest neighbor search in video retrieval
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Efficient similarity search by summarization in large video database
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Multi-source skyline query processing in road networks
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Selectivity estimation by batch-query based histogram and parametric method
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Statistical summarization of content features for fast near-duplicate video detection
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Summarizing order statistics over data streams with duplicates
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The University of Queensland at TRECVID 2007 search task
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UQLIPS: A real-time near-duplicate video clip detection system
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A multiresolution terrain model for efficient visualization query processing
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Approximate processing of massive continuous quantile queries over high-speed data streams
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ICICLE: A semantic-based retrieval system for WWW images
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Summarizing level-two topological relations in large spatial datasets
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3D protein structure matching by patch signatures
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A grid-enabled architecture for geospatial data sharing
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Calculation of target locations for Web resources
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Dimensionality reduction in patch-signature based protein structure matching
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Discovering task-oriented usage pattern for web recommendation
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Web-based system for electronic navigational charts using GML and SVG
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A latent usage approach for clustering web transaction and building user profile
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A new indexing method for high dimensional dataset
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A Web recommendation technique based on probabilistic latent semantic analysis
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BM+-tree: A hyperplane-based index method for high-dimensional metric spaces
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Discovering user access pattern based on probabilistic latent factor model
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Expansion-based algorithms for finding single pair shortest path on surface
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Filtering duplicate items over distributed data streams
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High dimensional indexing for protein structure matching using bowties
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Indexing text and visual features for WWW images
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Matching commercial clips from TV streams using a unique, robust and compact signature
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Multiresolution query optimization in an online environment
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Semantic caching for multiresolution spatial query processing in mobile environments
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Semantic caching for web-based spatial applications
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Towards effective indexing for very large video sequence database
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Towards user profiling for web recommendation
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Using probabilistic latent semantic analysis for web page grouping
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Video matching using binary signature
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A Scaleless Data Model for Direct and Progressive Spatial Query Processing
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Automatic texture segmentation for texture-based image retrieval
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Direct mesh: A multiresolution approach to terrain visualization
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Extracting texture features from arbitrary-shaped regions for image retrieval
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Multiresolution Amalgamation: Dynamic Spatial Data Cube Generation
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Multiresolution spatial databases: Making web-based spatial applications faster
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Space efficient quantile summary for constrained sliding windows on a data stream
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Confirmation: Increasing resource availability for transactional workflows
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Dynamic multi-resolution spatial object derivation for mobile and WWW applications
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Efficient update and retrieval of objects in a multiresolution geospatial database
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Finding event-oriented patterns in long temporal sequences
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Multiscale histograms: Summarizing topological relations in large spatial datasets
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Texture segmentation based on features in wavelet domain for image retrieval
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Wavelet-based image segment representation
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Comparison of wavelet and cosine basis for representation of arbitrarily shaped image segments
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Database support for spatial generalisation for WWW and mobile applications
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Secondary Storage Terrain Visualization in a Client-server Environment: A Survey
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Efficiently computing weighted proximity relationships in spatial databases
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Improving backward recovery in workflow systems
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Using visual spatial search interface for WWW applications
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On incremental global update support in cooperative database systems
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Schedule of join operations to reduce I/O cost in spatial database systems
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On spatial information retrieval and database generalization
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Spatial query processing using generalized filter
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Spatiotemporal data modelling and management: A survey
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Caching strategies for spatial joins
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SMART: Towards spatial internet marketplaces
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A Spatial Database as a Component of Integrated Database System
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Building a Repository for Workflow Systems
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Confirmation: a solution for non-compensatability in workflow applications
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Efficient polygon amalgamation methods for spatial OLAP and spatial data mining
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Efficiently Computing Frequent Tree-Like Topology Patterns in a Web Environment
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Generalization of Spatial Data for Web Presentation
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Global Transaction Management in a Cooperative Database System
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Issues in Workflow and Web-Based Workflow Management
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A Request Specification Language for Spatial Internet Marketplaces
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Data partitioning for parallel spatial join processing
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Efficient Matrix Based Transitive Closure Algorithms for Functional Dependency Graphs
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Handling data skew in parallel hash join computation using two-phase scheduling
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A new fragmentation scheme for recursive query processing
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Implementation and Evaluation of Join Algorithms on the Massively Parallel Computer MasPar MP-1
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A Parallel Transitive Closure Algorithm for SIMD Meshes'
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Dynamic approach for handling data skew problems in parallel hash join computation
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On Horizontal Fragmentation and Transitive Closure Computation
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Parallel Naive and Semi-Naive Transitive Closures Evaluation
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Article
Adversarial Graph Neural Network for Multivariate Time Series Anomaly Detection
Comfort-Aware Lane Change Planning with Exit Strategy for Autonomous Vehicle
DB-LSH 2.0: Locality-Sensitive Hashing With Query-Based Dynamic Bucketing
Efficient Frequency-Based Randomization for Spatial Trajectories Under Differential Privacy
Efficient processing of coverage centrality queries on road networks
I/O-Efficient Multi-Criteria Shortest Paths Query Processing on Large Graphs
LDPGuard: Defenses Against Data Poisoning Attacks to Local Differential Privacy Protocols
Scene-Driven Multimodal Knowledge Graph Construction for Embodied AI
Task Allocation in Spatial Crowdsourcing: An Efficient Geographic Partition Framework
TED+: Towards Discovering Top-k Edge-Diversified Patterns in a Graph Database
Towards a Unified Understanding of Uncertainty Quantification in Traffic Flow Forecasting
A Coarse-to-Fine Framework for Entity-Relation Joint Extraction
Approximate Skyline Index for Constrained Shortest Pathfinding with Theoretical Guarantee
DecLog: Decentralized Logging in Non-Volatile Memory for Time Series Database Systems
E2GCL: Efficient and Expressive Contrastive Learning on Graph Neural Networks
Effective Data Selection and Replay for Unsupervised Continual Learning
Efficient Approximate Maximum Inner Product Search over Sparse Vectors
Fight Fire with Fire: Towards Robust Graph Neural Networks on Dynamic Graphs via Actively Defense
FRESH: Towards Efficient Graph Queries in an Outsourced Graph
HeteFedRec: Federated Recommender Systems with Model Heterogeneity
Managing the Future: Route Planning Influence Evaluation in Transportation Systems
Meta-optimized Joint Generative and Contrastive Learning for Sequential Recommendation
Meta-optimized Structural and Semantic Contrastive Learning for Graph Collaborative Filtering
Multi-Modality is All You Need for Transferable Recommender Systems
Ocean: Online Clustering and Evolution Analysis for Dynamic Streaming Data
Scalable Distance Labeling Maintenance and Construction for Dynamic Small-World Networks
Search to Fine-Tune Pre-Trained Graph Neural Networks for Graph-Level Tasks
Short-Text Author Linking Through Multi-Facet Temporal-Textual Embedding (Extended Abstract)
A Learned Index for Exact Similarity Search in Metric Spaces
A Noise-Aware Method With Type Constraint Pattern for Neural Relation Extraction
A Survey and Experimental Study on Privacy-Preserving Trajectory Data Publishing
A-MCTS: Adaptive Monte Carlo Tree Search for Temporal Path Discovery
Coalition-based task assignment with priority-aware fairness in spatial crowdsourcing
Edge-enhanced Global Disentangled Graph Neural Network for Sequential Recommendation
Efficient kNN query for moving objects on time-dependent road networks
Evidence Reasoning and Curriculum Learning for Document-level Relation Extraction
Feature-Level Deeper Self-Attention Network With Contrastive Learning for Sequential Recommendation
Few-Shot Semantic Relation Prediction Across Heterogeneous Graphs
HFUL: a hybrid framework for user account linkage across location-aware social networks
Learnable Model Augmentation Contrastive Learning for Sequential Recommendation
Parallel Hub Labeling Maintenance with High Efficiency in Dynamic Small-World Networks
Partition-Aware Graph Pattern Based Node Matching With Updates
Profit Optimization in Spatial Crowdsourcing: Effectiveness and Efficiency
Quaternion-based graph convolution network for recommendation
Time-Aware Dynamic Graph Embedding for Asynchronous Structural Evolution
Value-Wise ConvNet for Transformer Models: An Infinite Time-Aware Recommender System
Blocker and Matcher Can Mutually Benefit: A Co-Learning Framework for Low-Resource Entity Resolution
Contrastive Enhanced Slide Filter Mixer for Sequential Recommendation
FARGO: Fast Maximum Inner Product Search via Global Multi-Probing
Finding Top-k Optimal Routes with Collective Spatial Keywords on Road Networks
Learned Probing Cardinality Estimation for High-Dimensional Approximate NN Search
LHMM: A Learning Enhanced HMM Model for Cellular Trajectory Map Matching
Reinforcement Learning based Tree Decomposition for Distance Querying in Road Networks
RHB-Net: A Relation-aware Historical Bridging Network for Text2SQL Auto-Completion
ROI-demand Traffic Prediction: A Pre-train, Query and Fine-tune Framework
ST-MoE: Spatio-Temporal Mixture-of-Experts for Debiasing in Traffic Prediction
TED: Towards Discovering Top-k Edge-Diversified Patterns in a Graph Database
Trajectory Representation Learning Based on Road Network Partition for Similarity Computation
VisualNeo: Bridging the Gap between Visual Query Interfaces and Graph Query Engines
An Efficient Algorithm for Maximum Trajectory Coverage Query With Approximation Guarantee
An Efficient and Effective Approach for Multi-Fact Extraction from Text Corpus
Fastest Path Query Answering using Time-Dependent Hop-Labeling in Road Network
Ranking-Based Implicit Regularization for One-Class Collaborative Filtering
Stream Processing of Shortest Path Query in Dynamic Road Networks
Supply-Demand-aware Deep Reinforcement Learning for Dynamic Fleet Management
Utility-Based Matching of Vehicles and Hybrid Requests on Rider Demand Responsive Systems
Wavefront-Based Multiple Rumor Sources Identification by Multi-Task Learning
DB-LSH: Locality-Sensitive Hashing with Query-based Dynamic Bucketing
Ensemble Semi-supervised Entity Alignment via Cycle-Teaching
FHL-Cube: Multi-Constraint Shortest Path Querying with Flexible Combination of Constraints
Frequency-based Randomization for Guaranteeing Differential Privacy in Spatial Trajectories
Information Resilience: the nexus of responsible and agile approaches to information use
Large-scale Entity Alignment via Knowledge Graph Merging, Partitioning and Embedding
MetaPTP: An Adaptive Meta-optimized Model for Personalized Spatial Trajectory Prediction
minIL: A Simple and Small Index for String Similarity Search with Edit Distance
VINCENT: Towards Efficient Exploratory Subgraph Search in Graph Databases
Workload-Aware Shortest Path Distance Querying in Road Networks
A-DSP: An Adaptive Join Algorithm for Dynamic Data Stream on Cloud System
Community-Based Influence Maximization In Location-Based Social Network
cPhoto2Trip: Exploiting Visual Contents in Geo-Tagged Photos for Personalized Tour Recommendation
GLAD: A Grid and Labeling Framework with Scheduling for Conflict-Aware kNN Queries
Implicit Relation-Aware Social Recommendation with Variational Auto-Encoder
Improving the Quality of Web-Based Data Imputation With Crowd Intervention
Incremental Graph Pattern Based Node Matching with Multiple Updates
Photovoltaic Nowcasting With Bi-Level Spatio-Temporal Analysis Incorporating Sky Images
An experimental evaluation and guideline for path finding in weighted dynamic network
Crowdsensing Data Trading based on Combinatorial Multi-Armed Bandit and Stackelberg Game
Discovering subsequence patterns for next POI recommendation
Efficient 2-Hop Labeling Maintenance in Dynamic Small-World Networks
Efficient Constrained Shortest Path Query Answering with Forest Hop Labeling
METRO: A Generic Graph Neural Network Framework for Multivariate Time Series Forecasting
MFNP: A Meta-optimized Model for Few-shot Next POI Recommendation
REPOSE: Distributed Top-k Trajectory Similarity Search with Local Reference Point Tries
Speaknav: Voice-based route description language understanding for template-driven path search
Summarizing Long-Form Document with Rich Discourse Information
Variational Self-attention Network for Sequential Recommendation
A survey of trajectory distance measures and performance evaluation
Consensus-Based Group Task Assignment with Social Impact in Spatial Crowdsourcing
Destination-Aware Task Assignment in Spatial Crowdsourcing: A Worker Decomposition Approach
Efficient and robust data augmentation for trajectory analytics: a similarity-based approach
End-to-end relation extraction based on bootstrapped multi-level distant supervision
Group-Based Recurrent Neural Networks for POI Recommendation
Online sales prediction via trend alignment-based multitask recurrent neural networks
Personalized Video Recommendation Using Rich Contents from Videos
Reference-Based Framework for Spatio-Temporal Trajectory Compression and Query Processing
Semi-supervised clustering with deep metric learning and graph embedding
SRA: Secure Reverse Auction for Task Assignment in Spatial Crowdsourcing
TEAGS: time-aware text embedding approach to generate subgraphs
Trajectories know where map is wrong: an iterative framework for map-trajectory co-optimisation
Efficient kNN Search with Occupation in Large-Scale On-demand Ride-Hailing
EPARS: Early prediction of at-risk students with online and offline learning behaviors
Exploiting Aesthetic Preference in Deep Cross Networks for Cross-domain Recommendation
Fast query decomposition for batch shortest path processing in road networks
Path Query Processing Using Typical Snapshots in Dynamic Road Networks
Predictive task assignment in spatial crowdsourcing: A data-driven approach
Sequence-aware factorization machines for temporal predictive analytics
Typical Snapshots Selection for Shortest Path Query in Dynamic Road Networks
A novel hybrid publication recommendation system using compound information
Exploiting Combination Effect for Unsupervised Feature Selection by ℓ2,0 Norm
Integrating workload balancing and fault tolerance in distributed stream processing system
Leveraging multi-aspect time-related influence in location recommendation
Parallelizing approximate single-source personalized PageRank queries on shared memory
Protecting multi-party privacy in location-aware social point-of-interest recommendation
A fine-grained and noise-aware method for neural relation extraction
A hierarchical framework for top-k location-aware error-tolerant keyword search
An efficient framework for correctness-aware kNN queries on road networks
An Iterative Map-Trajectory Co-optimisation Framework Based on Map-Matching and Map Update
Answering why-not group spatial keyword queries (Extended Abstract)
Discovering correlations between sparse features in distant supervision for relation extraction
Efficient batch processing of shortest path queries in road networks
Entity Disambiguation Based on Parse Tree Neighbours on Graph Attention Network
Feature-level deeper self-attention network for sequential recommendation
Graph contextualized self-attention network for session-based recommendation
Multi-source multi-net micro-video recommendation with hidden item category discovery
RecKGC: Integrating Recommendation with Knowledge Graph Completion
Recurrent convolutional neural network for sequential recommendation
Social influence-based group representation learning for group recommendation
WebPut: A web-aided data imputation system for the general type of missing string attribute values
Where to go next: A spatio-temporal gated network for next POI recommendation
Context-aware trust network extraction in large-scale trust-oriented social networks
Diagnosing and Minimizing Semantic Drift in Iterative Bootstrapping Extraction
Distributed Stream Rebalance for Stateful Operator under Workload Variance
Exploiting detected visual objects for frame-level video filtering
MCS-GPM: Multi-Constrained Simulation Based Graph Pattern Matching in Contextual Social Graphs
TPM: A temporal personalized model for spatial item recommendation
A system for spatial-temporal trajectory data integration and representation
Auto-CES: An automatic pruning method through clustering ensemble selection
Concept for evaluation of techniques for trajectory distance measures
DAVE: Extracting domain attributes and values from text corpus
Effective and Efficient User Account Linkage across Location Based Social Networks
Efficient clue-based route search on road networks (extended Abstract)
Exploiting reshaping subgraphs from bilateral propagation graphs
Joint event-partner recommendation in event-based social networks
Mining subgraphs from propagation networks through temporal dynamic analysis
Modeling patient visit using electronic medical records for cost profile estimation
Origin-destination trajectory diversity analysis: Efficient top-k diversified search
TADA: Trend Alignment with Dual-Attention Multi-task Recurrent Neural Networks for Sales Prediction
A context-aware approach for trustworthy worker selection in social crowd
A Privacy-Preserving Framework for Trust-Oriented Point-of-Interest Recommendation
An empirical study on user-topic rating based collaborative filtering methods
Answer validation for generic crowdsourcing tasks with minimal efforts
Bilinear Optimized Product Quantization for Scalable Visual Content Analysis
CAT: Context-aware trust-oriented worker selection in social crowd
Discrete Multimodal Hashing with Canonical Views for Robust Mobile Landmark Search
HD-GDD: high dimensional graph dominance drawing approach for reachability query
Ranking weighted clustering coefficient in large dynamic graphs
Spatial-Aware Hierarchical Collaborative Deep Learning for POI Recommendation
ST-SAGE: A spatial-Temporal sparse additive generative model for spatial item recommendation
The Interaction Between Schema Matching and Record Matching in Data Integration
Understand Short Texts by Harvesting and Analyzing Semantic Knowledge
A performance study on large-scale data analytics using disk-based and in-memory database systems
Decomposition-based approximation of time series data with max-error guarantees
Jointly modeling heterogeneous temporal properties in location recommendation
Minimal on-road time route scheduling on time-dependent graphs
Mobi-SAGE: A sparse additive generative model for mobile app recommendation
Multi-Constrained Top-K Graph Pattern Matching in Contextual Social Graphs
Outlier trajectory detection: A trajectory analytics based approach
The interaction between schema matching and record matching in data integration (Extended abstract)
A Spatial-Temporal Topic Model for the Semantic Annotation of POIs in LBSNs
Discovering Meaningful Certain Keys from Incomplete and Inconsistent Relations
Exploiting Viral Marketing for Location Promotion in Location-Based Social Networks
Joint Modeling of User Check-in Behaviors for Real-time Point-of-Interest Recommendation
Optimizing Cost of Continuous Overlapping Queries over Data Streams by Filter Adaption
Quality-Aware Entity-Level Semantic Representations for Short Texts
TOSI: A trust-oriented social influence evaluation method in contextual social networks
Discovering interpretable geo-social communities for user behavior prediction
Exploiting Hierarchies for Efficient Detection of Completeness in Stream Data
SPORE: A Sequential Personalized Spatial Item Recommender System
TRIP: An Interactive Retrieving-Inferring Data Imputation Approach
When Peculiarity Makes a Difference: Object Characterisation in Heterogeneous Information Networks
Calibrating trajectory data for spatio-temporal similarity analysis
Semisupervised feature selection via spline regression for video semantic recognition
TRIP: An Interactive Retrieving-Inferring Data Imputation Approach
Efficient secure similarity computation on encrypted trajectory data
Geographical constraint and temporal similarity modeling for point-of-interest recommendation
Geo-SAGE: A geographical sparse additive generative model for spatial item recommendation
Joint modeling of user check-in behaviors for point-of-interest recommendation
Joint modeling of users' interests and mobility patterns for point-of-interest recommendation
Making sense of trajectory data: A partition-and-summarization approach
Modeling user mobility for location promotion in location-based social networks
Multi-Constrained Graph Pattern Matching in large-scale contextual social graphs
Predicting passengers in public transportation using smart card data
Predicting users’ purchasing behaviors using their browsing history
SharkDB: An in-memory storage system for massive trajectory data
Augmenting image descriptions using structured prediction output
Clustering-Guided Sparse Structural Learning for Unsupervised Feature Selection
Continuous probabilistic subspace skyline query processing using grid projections
CoRE: A context-aware relation extraction method for relation completion
Maximum error-bounded Piecewise Linear Representation for online stream approximation
Quality-aware schedulers for weak consistency key-value data stores
Responsibility analysis for lineagesof conjunctive queries with inequalities
A data driven approach for discovering data quality requirements
A social trust path recommendation system in contextual online social networks
An Efficient Trust-Oriented Trip Planning Method in Road Networks
An evolution-based robust social influence evaluation method in Online Social Networks
Cost-efficient spatial network partitioning for distance-based query processing
Efficient aggregate farthest neighbour query processing on road networks
Efficient retrieval of top-K most similar users from travel smart card data
EISA: An efficient information theoretical approach to value segmentation in large databases
Exploring Social Influence on Location-Based Social Networks
Rating propagation in web services reputation systems: A fast shapley value approach
SAQR: An efficient scheme for similarity-aware query refinement
AML: Efficient approximate membership localization within a web-based join framework
Discriminative nonnegative spectral clustering with out-of-sample extension
Infrared patch-image model for small target detection in a single image
Discovering the most influential sites over uncertain data: A rank-based approach
Finding superior skyline points for multidimensional recommendation applications
Quick identification of near-duplicate video sequences with cut signature
Structure Tensor Series-Based Large Scale Near-Duplicate Video Retrieval
Effective data density estimation in ring-based P2P networks
Efficient buffer management for piecewise linear representation of multiple data streams
I/O cost minimization: Reachability queries processing over massive graphs
QoS-aware cloud service composition based on economic models
Unsupervised feature selection using nonnegative spectral analysis
Continuously monitoring the correlations of massive discrete streams
Effective data co-reduction for multimedia similarity search
Efficient histogram-based similarity search in ultra-high dimensional space
Efficient parallel skyline processing using hyperplane projections
Enhance web pages genre identification using neighboring pages
Finding the most accessible locations: Reverse path nearest neighbor query in road networks
Genetic algorithm based QoS-aware service compositions in cloud computing
ℓ2,1-Norm regularized discriminative feature selection for unsupervised learning
Learning-based relevance feedback for web-based relation completion
Nonnegative spectral clustering with discriminative regularization
PartSS: An Efficient Partition-based Filtering for Edit Distance Constraints
Probabilistic range queries for Uncertain Trajectories on road networks
Scheduling with freshness and performance guarantees for web: Applications in the cloud
Storage and use of provenance information for relational database queries
Structure tensor series-based matching for near-duplicate video retrieval
Adaptive Subspace Symbolization for Content-Based Video Detection
Duplicate-insensitive order statistics computation over data streams
Mining near-duplicate graph for cluster-based reranking of web video search results
Path prediction and predictive range querying in road network databases
Practical online near-duplicate subsequence detection for continuous video streams
An Efficient Near-Duplicate Video Shot Detection Method Using Shot-Based Interest Points
Bounded coordinate system indexing for real-time video clip search
Effective and efficient query processing for video subsequence identification
Hybrid information retrieval policies based on cooperative cache in mobile P2P networks
MOIR/MT: monitoring large-scale road network traffic in real-time
Using local popularity of web resources for geo-ranking of search engine results
A subspace symbolization approach to content-based video search
A term-based driven clustering approach for name disambiguation
Data quality aware queries in collaborative information systems
Efficient information retrieval in mobile peer-to-peer networks
From trajectories to activities: A spatio-temporal join approach
High-dimensional indexing with oriented cluster representation for multimedia databases
IRank: A term-based innovation ranking system for conferences and scholars
Online near-duplicate video clip detection and retrieval: An accurate and fast system
A multi-resolution surface distance model for k-NN query processing
Challenges and techniques for effective and efficient similarity search in large video databases
Localized co-occurrence model for fast approximate search in 3D structure databases
Achieving effective multi-term queries for fast DHT information retrieval
Content-based video search: Is there a need, and is it possible?
Distribution-based similarity measures for multi-dimensional point set retrieval applications
Locality condensation: A new dimensionality reduction method for image retrieval
Location update strategies for network-constrained moving objects
MOIR: A prototype for managing moving objects in road networks
A new similarity measure for near duplicate video clip detection
An adaptive and efficient unsupervised shot clustering algorithm for sports video
Data quality - The key success factor for data driven engineering
Dual dimensionality reduction for efficient video similarity search
Efficient similarity search by summarization in large video database
Selectivity estimation by batch-query based histogram and parametric method
Statistical summarization of content features for fast near-duplicate video detection
Summarizing order statistics over data streams with duplicates
UQLIPS: A real-time near-duplicate video clip detection system
A multiresolution terrain model for efficient visualization query processing
Approximate processing of massive continuous quantile queries over high-speed data streams
Summarizing level-two topological relations in large spatial datasets
A latent usage approach for clustering web transaction and building user profile
A Web recommendation technique based on probabilistic latent semantic analysis
BM+-tree: A hyperplane-based index method for high-dimensional metric spaces
Discovering user access pattern based on probabilistic latent factor model
Expansion-based algorithms for finding single pair shortest path on surface
High dimensional indexing for protein structure matching using bowties
Matching commercial clips from TV streams using a unique, robust and compact signature
Semantic caching for multiresolution spatial query processing in mobile environments
Towards effective indexing for very large video sequence database
Using probabilistic latent semantic analysis for web page grouping
A Scaleless Data Model for Direct and Progressive Spatial Query Processing
Automatic texture segmentation for texture-based image retrieval
Direct mesh: A multiresolution approach to terrain visualization
Extracting texture features from arbitrary-shaped regions for image retrieval
Multiresolution Amalgamation: Dynamic Spatial Data Cube Generation
Multiresolution spatial databases: Making web-based spatial applications faster
Space efficient quantile summary for constrained sliding windows on a data stream
Confirmation: Increasing resource availability for transactional workflows
Dynamic multi-resolution spatial object derivation for mobile and WWW applications
A Spatial Database as a Component of Integrated Database System
Confirmation: a solution for non-compensatability in workflow applications
Efficient polygon amalgamation methods for spatial OLAP and spatial data mining
Efficiently Computing Frequent Tree-Like Topology Patterns in a Web Environment
Global Transaction Management in a Cooperative Database System
Dynamic approach for handling data skew problems in parallel hash join computation
On Horizontal Fragmentation and Transitive Closure Computation
Parallel Naive and Semi-Naive Transitive Closures Evaluation
Transitive Closure Evaluation of Database Relations on Massively Parallel Computer MasPar MP-1
Computing crowd consensus with partial agreement
Article
Context-aware trust network extraction in large-scale trust-oriented social networks
Article
Diagnosing and Minimizing Semantic Drift in Iterative Bootstrapping Extraction
Article
Distributed Stream Rebalance for Stateful Operator under Workload Variance
Article
Exploiting detected visual objects for frame-level video filtering
Article
Article
MCS-GPM: Multi-Constrained Simulation Based Graph Pattern Matching in Contextual Social Graphs
Article
Semantic-aware top-k spatial keyword queries
Article
Time-dependent route scheduling on road networks
Article
TPM: A temporal personalized model for spatial item recommendation
Article
Spatiotemporal Recommendation in Geo-Social Networks
Book chapter
Two-Dimensional Shape Retrieval
Book chapter
A system for spatial-temporal trajectory data integration and representation
Conference paper
Auto-CES: An automatic pruning method through clustering ensemble selection
Conference paper
Computing crowd consensus with partial agreement
Conference paper
Concept for evaluation of techniques for trajectory distance measures
Conference paper
DAVE: Extracting domain attributes and values from text corpus
Conference paper
Effective and Efficient User Account Linkage across Location Based Social Networks
Conference paper
Efficient clue-based route search on road networks (extended Abstract)
Conference paper
Exploiting reshaping subgraphs from bilateral propagation graphs
Conference paper
ID repair for trajectories with transition graphs
Conference paper
Incremental graph pattern based node matching
Conference paper
Joint event-partner recommendation in event-based social networks
Conference paper
LC-RNN: A deep learning model for traffic speed prediction
Conference paper
Mining subgraphs from propagation networks through temporal dynamic analysis
Conference paper
Modeling patient visit using electronic medical records for cost profile estimation
Conference paper
Origin-destination trajectory diversity analysis: Efficient top-k diversified search
Conference paper
TADA: Trend Alignment with Dual-Attention Multi-task Recurrent Neural Networks for Sales Prediction
Conference paper
Trajectory set similarity measure: An EMD-based approach
Conference paper
A context-aware approach for trustworthy worker selection in social crowd
Article
A Privacy-Preserving Framework for Trust-Oriented Point-of-Interest Recommendation
Article
An empirical study on user-topic rating based collaborative filtering methods
Article
Answer validation for generic crowdsourcing tasks with minimal efforts
Article
Argument discovery via crowdsourcing
Article
Bilinear Optimized Product Quantization for Scalable Visual Content Analysis
Article
CAT: Context-aware trust-oriented worker selection in social crowd
Article
Data Quality: The Role of Empiricism
Article
Discrete Multimodal Hashing with Canonical Views for Robust Mobile Landmark Search
Article
Efficient Clue-Based Route Search on Road Networks
Article
HD-GDD: high dimensional graph dominance drawing approach for reachability query
Article
Ranking weighted clustering coefficient in large dynamic graphs
Article
Spatial-Aware Hierarchical Collaborative Deep Learning for POI Recommendation
Article
ST-SAGE: A spatial-Temporal sparse additive generative model for spatial item recommendation
Article
The Interaction Between Schema Matching and Record Matching in Data Integration
Article
Understand Short Texts by Harvesting and Analyzing Semantic Knowledge
Article
A performance study on large-scale data analytics using disk-based and in-memory database systems
Conference paper
Decomposition-based approximation of time series data with max-error guarantees
Conference paper
EtherQL: A query layer for blockchain system
Conference paper
Exploiting spatio-temporal user behaviors for user linkage
Conference paper
Jointly modeling heterogeneous temporal properties in location recommendation
Conference paper
Minimal on-road time route scheduling on time-dependent graphs
Conference paper
Mobi-SAGE: A sparse additive generative model for mobile app recommendation
Conference paper
Multi-Constrained Top-K Graph Pattern Matching in Contextual Social Graphs
Conference paper
Outlier trajectory detection: A trajectory analytics based approach
Conference paper
The interaction between schema matching and record matching in data integration (Extended abstract)
Conference paper
Conference paper
A Spatial-Temporal Topic Model for the Semantic Annotation of POIs in LBSNs
Article
Access Time Oracle for Planar Graphs
Article
Adapting to User Interest Drift for POI Recommendation
Article
Compound Rank-k Projections for Bilinear Analysis
Article
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HUANG, Zhengjun
Computer Science and Engineering
KIM, Jounghoon
Computer Science and Engineering
SHI, Weijie
Computer Science and Engineering
TIAN, Zhoujin
Computer Science and Engineering
CHEN, Zhonghan
Computer Science and Engineering
LI, Jiawei
Computer Science and Engineering
LIU, Yue
Computer Science and Engineering
LU, Yihang
Computer Science and Engineering
PI, Renjie
Computer Science and Engineering
ZHANG, Jipeng
Computer Science and Engineering
ZHAO, Chuang
(co-supervision)
Electronic and Computer Engineering
LUO, Zihan
(co-supervision)
Individualized Interdisciplinary Program (Data Science and Analytics)
TANG, Jianheng
(co-supervision)
Individualized Interdisciplinary Program (Data Science and Analytics)
WU, Shiwen
Computer Science and Engineering
XU, Zizhuo
(co-supervision)
Individualized Interdisciplinary Program (Data Science and Analytics)
ZHAO, Xi
Computer Science and Engineering
ZHOU, Xinjie
(co-supervision)
Individualized Interdisciplinary Program (Data Science and Analytics)
CUI, Yue
Computer Science and Engineering
TIAN, Yao
Computer Science and Engineering
XU, Yehong
Computer Science and Engineering
ZHAO, Jing
Computer Science and Engineering
LAU, Kwun Hang
Computer Science and Engineering
LI, Chun Chai Elton
Computer Science and Engineering
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