Xiaofang Zhou

Orcid: 0000-0001-6343-1455

Affiliations:
  • Hong Kong University of Science and Technology, SAR, China
  • University of Queensland, School of Information Technology and Electrical Engineering, Brisbane, QLD, Australia (former)


According to our database1, Xiaofang Zhou authored at least 569 papers between 1993 and 2024.

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Bibliography

2024
I/O-Efficient Multi-Criteria Shortest Paths Query Processing on Large Graphs.
IEEE Trans. Knowl. Data Eng., November, 2024

Scene-Driven Multimodal Knowledge Graph Construction for Embodied AI.
IEEE Trans. Knowl. Data Eng., November, 2024

CCML: Curriculum and Contrastive Learning Enhanced Meta-Learner for Personalized Spatial Trajectory Prediction.
IEEE Trans. Knowl. Data Eng., September, 2024

Task Allocation in Spatial Crowdsourcing: An Efficient Geographic Partition Framework.
IEEE Trans. Knowl. Data Eng., September, 2024

Front Matter.
Proc. VLDB Endow., August, 2024

Comfort-Aware Lane Change Planning With Exit Strategy for Autonomous Vehicle.
IEEE Trans. Knowl. Data Eng., July, 2024

LDPGuard: Defenses Against Data Poisoning Attacks to Local Differential Privacy Protocols.
IEEE Trans. Knowl. Data Eng., July, 2024

Efficient Frequency-Based Randomization for Spatial Trajectories Under Differential Privacy.
IEEE Trans. Knowl. Data Eng., June, 2024

Efficient processing of coverage centrality queries on road networks.
World Wide Web (WWW), May, 2024

Towards a Unified Understanding of Uncertainty Quantification in Traffic Flow Forecasting.
IEEE Trans. Knowl. Data Eng., May, 2024

TED$^+$+: Towards Discovering Top-k Edge-Diversified Patterns in a Graph Database.
IEEE Trans. Knowl. Data Eng., May, 2024

Fight Fire with Fire: Towards Robust Graph Neural Networks on Dynamic Graphs via Actively Defense.
Proc. VLDB Endow., April, 2024

DB-LSH 2.0: Locality-Sensitive Hashing With Query-Based Dynamic Bucketing.
IEEE Trans. Knowl. Data Eng., March, 2024

Evidence Reasoning and Curriculum Learning for Document-Level Relation Extraction.
IEEE Trans. Knowl. Data Eng., February, 2024

Coalition-based task assignment with priority-aware fairness in spatial crowdsourcing.
VLDB J., January, 2024

Three Pillars Towards Next-Generation Routing System.
CoRR, 2024

High Throughput Shortest Distance Query Processing on Large Dynamic Road Networks.
CoRR, 2024

Computation-friendly Graph Neural Network Design by Accumulating Knowledge on Large Language Models.
CoRR, 2024

Unifying Lane-Level Traffic Prediction from a Graph Structural Perspective: Benchmark and Baseline.
CoRR, 2024

Deep Learning for Trajectory Data Management and Mining: A Survey and Beyond.
CoRR, 2024

A Bargaining-based Approach for Feature Trading in Vertical Federated Learning.
CoRR, 2024

An Auction-based Marketplace for Model Trading in Federated Learning.
CoRR, 2024

SimDiff: Simple Denoising Probabilistic Latent Diffusion Model for Data Augmentation on Multi-modal Knowledge Graph.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Irregular Multivariate Time Series Forecasting: A Transformable Patching Graph Neural Networks Approach.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Scalable Distance Labeling Maintenance and Construction for Dynamic Small-World Networks.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Cross-Insight Trader: A Trading Approach Integrating Policies with Diverse Investment Horizons for Portfolio Management.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

A Just-In-Time Framework for Continuous Routing.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

A Coarse-to-Fine Framework for Entity-Relation Joint Extraction.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

HeteFedRec: Federated Recommender Systems with Model Heterogeneity.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Adaptive Hypergraph Network for Trust Prediction.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Managing the Future: Route Planning Influence Evaluation in Transportation Systems.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Search to Fine-Tune Pre-Trained Graph Neural Networks for Graph-Level Tasks.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Value-Wise ConvNet for Transformer Models: An Infinite Time-Aware Recommender System (Extended Abstract).
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

SoulMate: Short-Text Author Linking Through Multi-Aspect Temporal-Textual Embedding (Extended Abstract).
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Short-Text Author Linking Through Multi-Facet Temporal-Textual Embedding (Extended Abstract).
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Approximate Skyline Index for Constrained Shortest Pathfinding with Theoretical Guarantee.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Effective Data Selection and Replay for Unsupervised Continual Learning.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Multi-Modality is All You Need for Transferable Recommender Systems.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

E<sup>2</sup>GCL: Efficient and Expressive Contrastive Learning on Graph Neural Networks.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

GradGCL: Gradient Graph Contrastive Learning.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

ST-ABC: Spatio-Temporal Attention-Based Convolutional Network for Multi-Scale Lane-Level Traffic Prediction.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

FRESH: Towards Efficient Graph Queries in an Outsourced Graph.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Meta-optimized Structural and Semantic Contrastive Learning for Graph Collaborative Filtering.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Meta-Optimized Joint Generative and Contrastive Learning for Sequential Recommendation.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Ocean: Online Clustering and Evolution Analysis for Dynamic Streaming Data.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Preserving Location Privacy with Semantic-Aware Indistinguishability.
Proceedings of the Database Systems for Advanced Applications, 2024

A Universal and Interpretable Method for Enhancing Stock Price Prediction.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

Seeing the Forest for the Trees: Road-Level Insights Assisted Lane-Level Traffic Prediction.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023
A Learned Cuckoo Filter for Approximate Membership Queries over Variable-sized Sliding Windows on Data Streams.
Proc. ACM Manag. Data, December, 2023

Parallel Hub Labeling Maintenance With High Efficiency in Dynamic Small-World Networks.
IEEE Trans. Knowl. Data Eng., November, 2023

Value-Wise ConvNet for Transformer Models: An Infinite Time-Aware Recommender System.
IEEE Trans. Knowl. Data Eng., October, 2023

Feature-Level Deeper Self-Attention Network With Contrastive Learning for Sequential Recommendation.
IEEE Trans. Knowl. Data Eng., October, 2023

Few-Shot Semantic Relation Prediction Across Heterogeneous Graphs.
IEEE Trans. Knowl. Data Eng., October, 2023

Quaternion-based graph convolution network for recommendation.
World Wide Web (WWW), September, 2023

Time-Aware Dynamic Graph Embedding for Asynchronous Structural Evolution.
IEEE Trans. Knowl. Data Eng., September, 2023

Profit Optimization in Spatial Crowdsourcing: Effectiveness and Efficiency.
IEEE Trans. Knowl. Data Eng., August, 2023

A Learned Index for Exact Similarity Search in Metric Spaces.
IEEE Trans. Knowl. Data Eng., August, 2023

Auto-regressive extractive summarization with replacement.
World Wide Web (WWW), July, 2023

Edge-enhanced Global Disentangled Graph Neural Network for Sequential Recommendation.
ACM Trans. Knowl. Discov. Data, July, 2023

A Survey and Experimental Study on Privacy-Preserving Trajectory Data Publishing.
IEEE Trans. Knowl. Data Eng., June, 2023

Multi-constraint shortest path using forest hop labeling.
VLDB J., May, 2023

Efficient kNN query for moving objects on time-dependent road networks.
VLDB J., May, 2023

A-MCTS: Adaptive Monte Carlo Tree Search for Temporal Path Discovery.
IEEE Trans. Knowl. Data Eng., March, 2023

HFUL: a hybrid framework for user account linkage across location-aware social networks.
VLDB J., January, 2023

Partition-Aware Graph Pattern Based Node Matching With Updates.
IEEE Trans. Knowl. Data Eng., 2023

A Noise-Aware Method With Type Constraint Pattern for Neural Relation Extraction.
IEEE Trans. Knowl. Data Eng., 2023

DecLog: Decentralized Logging in Non-Volatile Memory for Time Series Database Systems.
Proc. VLDB Endow., 2023

FARGO: Fast Maximum Inner Product Search via Global Multi-Probing.
Proc. VLDB Endow., 2023

Towards Efficient Index Construction and Approximate Nearest Neighbor Search in High-Dimensional Spaces.
Proc. VLDB Endow., 2023

Front Matter.
Proc. VLDB Endow., 2023

VisualNeo: Bridging the Gap between Visual Query Interfaces and Graph Query Engines.
Proc. VLDB Endow., 2023

TED: Towards Discovering Top-k Edge-Diversified Patterns in a Graph Database.
Proc. ACM Manag. Data, 2023

Approximate Nearest Neighbor Search in High Dimensional Vector Databases: Current Research and Future Directions.
IEEE Data Eng. Bull., 2023

A Universal Scheme for Partitioned Dynamic Shortest Path Index.
CoRR, 2023

Sequential Recommendation with Diffusion Models.
CoRR, 2023

Controllable Universal Fair Representation Learning.
Proceedings of the ACM Web Conference 2023, 2023

TEA: Time-aware Entity Alignment in Knowledge Graphs.
Proceedings of the ACM Web Conference 2023, 2023

RHB-Net: A Relation-aware Historical Bridging Network for Text2SQL Auto-Completion.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Learned Probing Cardinality Estimation for High-Dimensional Approximate NN Search.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Reinforcement Learning based Tree Decomposition for Distance Querying in Road Networks.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Global Routing Optimization In Road Networks.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

LHMM: A Learning Enhanced HMM Model for Cellular Trajectory Map Matching.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Finding Top-k Optimal Routes with Collective Spatial Keywords on Road Networks.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Contrastive Enhanced Slide Filter Mixer for Sequential Recommendation.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

ROI-demand Traffic Prediction: A Pre-train, Query and Fine-tune Framework.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Message from the General Chairs DSC 2023.
Proceedings of the 8th International Conference on Data Science in Cyberspace, 2023

Trajectory Representation Learning Based on Road Network Partition for Similarity Computation.
Proceedings of the Database Systems for Advanced Applications, 2023

ST-MoE: Spatio-Temporal Mixture-of-Experts for Debiasing in Traffic Prediction.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022
An efficient and effective approach for multi-fact extraction from text corpus.
World Wide Web, 2022

Information Resilience: the nexus of responsible and agile approaches to information use.
VLDB J., 2022

Privacy and efficiency guaranteed social subgraph matching.
VLDB J., 2022

Editorial for S.I.: VLDB 2020.
VLDB J., 2022

Preference-Aware Task Assignment in Spatial Crowdsourcing: From Individuals to Groups.
IEEE Trans. Knowl. Data Eng., 2022

Where to Go Next: A Spatio-Temporal Gated Network for Next POI Recommendation.
IEEE Trans. Knowl. Data Eng., 2022

Stream Processing of Shortest Path Query in Dynamic Road Networks.
IEEE Trans. Knowl. Data Eng., 2022

Overcoming Data Sparsity in Group Recommendation.
IEEE Trans. Knowl. Data Eng., 2022

SoulMate: Short-Text Author Linking Through Multi-Aspect Temporal-Textual Embedding.
IEEE Trans. Knowl. Data Eng., 2022

Representation Learning With Multi-Level Attention for Activity Trajectory Similarity Computation.
IEEE Trans. Knowl. Data Eng., 2022

Ranking-Based Implicit Regularization for One-Class Collaborative Filtering.
IEEE Trans. Knowl. Data Eng., 2022

Fastest Path Query Answering using Time-Dependent Hop-Labeling in Road Network.
IEEE Trans. Knowl. Data Eng., 2022

Trajectory-Based Spatiotemporal Entity Linking.
IEEE Trans. Knowl. Data Eng., 2022

Efficient Similarity-Aware Influence Maximization in Geo-Social Network.
IEEE Trans. Knowl. Data Eng., 2022

A Survey and Quantitative Study on Map Inference Algorithms From GPS Trajectories.
IEEE Trans. Knowl. Data Eng., 2022

Utility-Based Matching of Vehicles and Hybrid Requests on Rider Demand Responsive Systems.
IEEE Trans. Intell. Transp. Syst., 2022

An Efficient Algorithm for Maximum Trajectory Coverage Query With Approximation Guarantee.
IEEE Trans. Intell. Transp. Syst., 2022

Supply-Demand-aware Deep Reinforcement Learning for Dynamic Fleet Management.
ACM Trans. Intell. Syst. Technol., 2022

Wavefront-Based Multiple Rumor Sources Identification by Multi-Task Learning.
IEEE Trans. Emerg. Top. Comput. Intell., 2022

Diversified Top-k Route Planning in Road Network.
Proc. VLDB Endow., 2022

FHL-Cube: Multi-Constraint Shortest Path Querying with Flexible Combination of Constraints.
Proc. VLDB Endow., 2022

VINCENT: Towards Efficient Exploratory Subgraph Search in Graph Databases.
Proc. VLDB Endow., 2022

Informed Multi-context Entity Alignment.
Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

MetaPTP: An Adaptive Meta-optimized Model for Personalized Spatial Trajectory Prediction.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Workload-Aware Shortest Path Distance Querying in Road Networks.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

minIL: A Simple and Small Index for String Similarity Search with Edit Distance.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

DB-LSH: Locality-Sensitive Hashing with Query-based Dynamic Bucketing.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Frequency-based Randomization for Guaranteeing Differential Privacy in Spatial Trajectories.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Large-scale Entity Alignment via Knowledge Graph Merging, Partitioning and Embedding.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Ensemble Semi-supervised Entity Alignment via Cycle-Teaching.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Implicit relation-aware social recommendation with variational auto-encoder.
World Wide Web, 2021

Clustering Enhanced Error-tolerant Top-k Spatio-textual Search.
World Wide Web, 2021

LoG: a locally-global model for entity disambiguation.
World Wide Web, 2021

Temporal knowledge extraction from large-scale text corpus.
World Wide Web, 2021

Temporal knowledge completion with context-aware embeddings.
World Wide Web, 2021

Community-based influence maximization in location-based social network.
World Wide Web, 2021

Photo2Trip: Exploiting Visual Contents in Geo-Tagged Photos for Personalized Tour Recommendation.
IEEE Trans. Knowl. Data Eng., 2021

Incremental Graph Pattern Based Node Matching with Multiple Updates.
IEEE Trans. Knowl. Data Eng., 2021

An Adaptive Robust Semi-Supervised Clustering Framework Using Weighted Consensus of Random $k$k-Means Ensemble.
IEEE Trans. Knowl. Data Eng., 2021

GLAD: A Grid and Labeling Framework with Scheduling for Conflict-Aware kNN Queries.
IEEE Trans. Knowl. Data Eng., 2021

Improving the Quality of Web-Based Data Imputation With Crowd Intervention.
IEEE Trans. Knowl. Data Eng., 2021

A-DSP: An Adaptive Join Algorithm for Dynamic Data Stream on Cloud System.
IEEE Trans. Knowl. Data Eng., 2021

SpeakNav: Voice-based Route Description Language Understanding for Template Driven Path Search.
Proc. VLDB Endow., 2021

An Experimental Evaluation and Guideline for Path Finding in Weighted Dynamic Network.
Proc. VLDB Endow., 2021

METRO: A Generic Graph Neural Network Framework for Multivariate Time Series Forecasting.
Proc. VLDB Endow., 2021

Edge-Enhanced Global Disentangled Graph Neural Network for Sequential Recommendation.
CoRR, 2021

An Efficient Approach for Spatial Trajectory Anonymization.
Proceedings of the Web Information Systems Engineering - WISE 2021, 2021

MFNP: A Meta-optimized Model for Few-shot Next POI Recommendation.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

REPOSE: Distributed Top-k Trajectory Similarity Search with Local Reference Point Tries.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Variational Self-attention Network for Sequential Recommendation.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Coalition-based Task Assignment in Spatial Crowdsourcing.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Dynamic Hub Labeling for Road Networks.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Efficient 2-Hop Labeling Maintenance in Dynamic Small-World Networks.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Efficient Constrained Shortest Path Query Answering with Forest Hop Labeling.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Crowdsensing Data Trading based on Combinatorial Multi-Armed Bandit and Stackelberg Game.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Efficient Trajectory Contact Query Processing.
Proceedings of the Database Systems for Advanced Applications, 2021

Summarizing Long-Form Document with Rich Discourse Information.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020
Semi-supervised clustering with deep metric learning and graph embedding.
World Wide Web, 2020

Efficient and robust data augmentation for trajectory analytics: a similarity-based approach.
World Wide Web, 2020

End-to-end relation extraction based on bootstrapped multi-level distant supervision.
World Wide Web, 2020

Trajectories know where map is wrong: an iterative framework for map-trajectory co-optimisation.
World Wide Web, 2020

A survey of trajectory distance measures and performance evaluation.
VLDB J., 2020

Answering Why-Not Group Spatial Keyword Queries.
IEEE Trans. Knowl. Data Eng., 2020

Destination-Aware Task Assignment in Spatial Crowdsourcing: A Worker Decomposition Approach.
IEEE Trans. Knowl. Data Eng., 2020

SRA: Secure Reverse Auction for Task Assignment in Spatial Crowdsourcing.
IEEE Trans. Knowl. Data Eng., 2020

Personalized Video Recommendation Using Rich Contents from Videos.
IEEE Trans. Knowl. Data Eng., 2020

Reference-Based Framework for Spatio-Temporal Trajectory Compression and Query Processing.
IEEE Trans. Knowl. Data Eng., 2020

Data-Driven Photovoltaic Generation Forecasting Based on a Bayesian Network With Spatial-Temporal Correlation Analysis.
IEEE Trans. Ind. Informatics, 2020

Group-Based Recurrent Neural Networks for POI Recommendation.
Trans. Data Sci., 2020

Online sales prediction via trend alignment-based multitask recurrent neural networks.
Knowl. Inf. Syst., 2020

Preface.
J. Comput. Sci. Technol., 2020

TEAGS: time-aware text embedding approach to generate subgraphs.
Data Min. Knowl. Discov., 2020

Consensus-Based Group Task Assignment with Social Impact in Spatial Crowdsourcing.
Data Sci. Eng., 2020

Exploiting Aesthetic Preference in Deep Cross Networks for Cross-domain Recommendation.
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Discovering Subsequence Patterns for Next POI Recommendation.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Adaptive Top-k Overlap Set Similarity Joins.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Updates-Aware Graph Pattern based Node Matching.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Sequence-Aware Factorization Machines for Temporal Predictive Analytics.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Predictive Task Assignment in Spatial Crowdsourcing: A Data-driven Approach.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Fast Query Decomposition for Batch Shortest Path Processing in Road Networks.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Route Reconstruction Using Low-Quality Bluetooth Readings.
Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020

Path Query Processing Using Typical Snapshots in Dynamic Road Networks.
Proceedings of the Database Systems for Advanced Applications, 2020

EPARS: Early Prediction of At-Risk Students with Online and Offline Learning Behaviors.
Proceedings of the Database Systems for Advanced Applications, 2020

Decentralized Embedding Framework for Large-Scale Networks.
Proceedings of the Database Systems for Advanced Applications, 2020

Few-Shot Human Activity Recognition on Noisy Wearable Sensor Data.
Proceedings of the Database Systems for Advanced Applications, 2020

Typical Snapshots Selection for Shortest Path Query in Dynamic Road Networks.
Proceedings of the Databases Theory and Applications, 2020

Efficient kNN Search with Occupation in Large-Scale On-demand Ride-Hailing.
Proceedings of the Databases Theory and Applications, 2020

A Survey on Map-Matching Algorithms.
Proceedings of the Databases Theory and Applications, 2020

2019
Spatiotemporal Data: Trajectories.
Proceedings of the Encyclopedia of Big Data Technologies., 2019

Searching activity trajectory with keywords.
World Wide Web, 2019

A novel hybrid publication recommendation system using compound information.
World Wide Web, 2019

Protecting multi-party privacy in location-aware social point-of-interest recommendation.
World Wide Web, 2019

An efficient method for top-k graph based node matching.
World Wide Web, 2019

Leveraging multi-aspect time-related influence in location recommendation.
World Wide Web, 2019

Integrating workload balancing and fault tolerance in distributed stream processing system.
World Wide Web, 2019

Parallelizing approximate single-source personalized PageRank queries on shared memory.
VLDB J., 2019

Exploiting Combination Effect for Unsupervised Feature Selection by ℓ<sub>2, 0</sub> Norm.
IEEE Trans. Neural Networks Learn. Syst., 2019

Front Matter.
Proc. VLDB Endow., 2019

Preface.
J. Comput. Sci. Technol., 2019

A framework for parallel map-matching at scale using Spark.
Distributed Parallel Databases, 2019

TEALS: Time-aware Text Embedding Approach to Leverage Subgraphs.
CoRR, 2019

Deep Cross Networks with Aesthetic Preference for Cross-domain Recommendation.
CoRR, 2019

Recurrent Convolutional Neural Network for Sequential Recommendation.
Proceedings of the World Wide Web Conference, 2019

Discovering Correlations between Sparse Features in Distant Supervision for Relation Extraction.
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019

Entity Disambiguation Based on Parse Tree Neighbours on Graph Attention Network.
Proceedings of the Web Information Systems Engineering - WISE 2019, 2019

Context-Aware Temporal Knowledge Graph Embedding.
Proceedings of the Web Information Systems Engineering - WISE 2019, 2019

Efficient Batch Processing of Shortest Path Queries in Road Networks.
Proceedings of the 20th IEEE International Conference on Mobile Data Management, 2019

Feature-level Deeper Self-Attention Network for Sequential Recommendation.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Graph Contextualized Self-Attention Network for Session-based Recommendation.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Answering Why-Not Group Spatial Keyword Queries (Extended Abstract).
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Social Influence-Based Group Representation Learning for Group Recommendation.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

A Hierarchical Framework for Top-k Location-Aware Error-Tolerant Keyword Search.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

WebPut: A Web-Aided Data Imputation System for the General Type of Missing String Attribute Values.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Moving Object Linking Based on Historical Trace.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

An Efficient Framework for Correctness-Aware kNN Queries on Road Networks.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Time-Dependent Hop Labeling on Road Network.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

SIRCS: Slope-intercept-residual Compression by Correlation Sequencing for Multi-stream High Variation Data.
Proceedings of the Database Systems for Advanced Applications, 2019

Multi-source Multi-net Micro-video Recommendation with Hidden Item Category Discovery.
Proceedings of the Database Systems for Advanced Applications, 2019

Semi-supervised Clustering with Deep Metric Learning.
Proceedings of the Database Systems for Advanced Applications, 2019

An Iterative Map-Trajectory Co-optimisation Framework Based on Map-Matching and Map Update.
Proceedings of the Database Systems for Advanced Applications, 2019

A Fine-grained and Noise-aware Method for Neural Relation Extraction.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

RecKGC: Integrating Recommendation with Knowledge Graph Completion.
Proceedings of the Advanced Data Mining and Applications - 15th International Conference, 2019

Batch Processing of Shortest Path Queries in Road Networks.
Proceedings of the Databases Theory and Applications, 2019

Extracting Temporal Patterns from Large-Scale Text Corpus.
Proceedings of the Databases Theory and Applications, 2019

Where to Go Next: A Spatio-Temporal Gated Network for Next POI Recommendation.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Spatiotemporal Recommendation in Geo-Social Networks.
Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

Two-Dimensional Shape Retrieval.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Semantic-aware top-k spatial keyword queries.
World Wide Web, 2018

Context-aware trust network extraction in large-scale trust-oriented social networks.
World Wide Web, 2018

Exploiting detected visual objects for frame-level video filtering.
World Wide Web, 2018

Go slow to go fast: minimal on-road time route scheduling with parking facilities using historical trajectory.
VLDB J., 2018

Distributed Stream Rebalance for Stateful Operator Under Workload Variance.
IEEE Trans. Parallel Distributed Syst., 2018

MCS-GPM: Multi-Constrained Simulation Based Graph Pattern Matching in Contextual Social Graphs.
IEEE Trans. Knowl. Data Eng., 2018

Diagnosing and Minimizing Semantic Drift in Iterative Bootstrapping Extraction.
IEEE Trans. Knowl. Data Eng., 2018

Computing Crowd Consensus with Partial Agreement.
IEEE Trans. Knowl. Data Eng., 2018

TPM: A Temporal Personalized Model for Spatial Item Recommendation.
ACM Trans. Intell. Syst. Technol., 2018

Time-dependent route scheduling on road networks.
ACM SIGSPATIAL Special, 2018

Preface.
J. Comput. Sci. Technol., 2018

Editorial: Advances in spatial and temporal databases.
GeoInformatica, 2018

A Privacy-Preserving Framework for Trust-Oriented Point-of-Interest Recommendation.
IEEE Access, 2018

Concept for Evaluation of Techniques for Trajectory Distance Measures.
Proceedings of the 19th IEEE International Conference on Mobile Data Management, 2018

Mining Subgraphs from Propagation Networks through Temporal Dynamic Analysis.
Proceedings of the 19th IEEE International Conference on Mobile Data Management, 2018

Origin-Destination Trajectory Diversity Analysis: Efficient Top-k Diversified Search.
Proceedings of the 19th IEEE International Conference on Mobile Data Management, 2018

LC-RNN: A Deep Learning Model for Traffic Speed Prediction.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

TADA: Trend Alignment with Dual-Attention Multi-task Recurrent Neural Networks for Sales Prediction.
Proceedings of the IEEE International Conference on Data Mining, 2018

Efficient Clue-Based Route Search on Road Networks (Extended Abstract).
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Joint Event-Partner Recommendation in Event-Based Social Networks.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Incremental Graph Pattern Based Node Matching.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Effective and Efficient User Account Linkage across Location Based Social Networks.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

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

Modeling Patient Visit Using Electronic Medical Records for Cost Profile Estimation.
Proceedings of the Database Systems for Advanced Applications, 2018

A System for Spatial-Temporal Trajectory Data Integration and Representation.
Proceedings of the Database Systems for Advanced Applications, 2018

Exploiting Reshaping Subgraphs from Bilateral Propagation Graphs.
Proceedings of the Database Systems for Advanced Applications, 2018

DAVE: Extracting Domain Attributes and Values from Text Corpus.
Proceedings of the Web and Big Data - Second International Joint Conference, 2018

Auto-CES: An Automatic Pruning Method Through Clustering Ensemble Selection.
Proceedings of the Databases Theory and Applications, 2018

Trajectory Set Similarity Measure: An EMD-Based Approach.
Proceedings of the Databases Theory and Applications, 2018

2017
A context-aware approach for trustworthy worker selection in social crowd.
World Wide Web, 2017

HD-GDD: high dimensional graph dominance drawing approach for reachability query.
World Wide Web, 2017

Ranking weighted clustering coefficient in large dynamic graphs.
World Wide Web, 2017

An empirical study on user-topic rating based collaborative filtering methods.
World Wide Web, 2017

Answer validation for generic crowdsourcing tasks with minimal efforts.
VLDB J., 2017

Argument discovery via crowdsourcing.
VLDB J., 2017

Discrete Multimodal Hashing With Canonical Views for Robust Mobile Landmark Search.
IEEE Trans. Multim., 2017

Efficient Clue-Based Route Search on Road Networks.
IEEE Trans. Knowl. Data Eng., 2017

Spatial-Aware Hierarchical Collaborative Deep Learning for POI Recommendation.
IEEE Trans. Knowl. Data Eng., 2017

Understand Short Texts by Harvesting and Analyzing Semantic Knowledge.
IEEE Trans. Knowl. Data Eng., 2017

The Interaction Between Schema Matching and Record Matching in Data Integration.
IEEE Trans. Knowl. Data Eng., 2017

ST-SAGE: A Spatial-Temporal Sparse Additive Generative Model for Spatial Item Recommendation.
ACM Trans. Intell. Syst. Technol., 2017

Bilinear Optimized Product Quantization for Scalable Visual Content Analysis.
IEEE Trans. Image Process., 2017

Data Quality: The Role of Empiricism.
SIGMOD Rec., 2017

Clue-based Spatio-textual Query.
Proc. VLDB Endow., 2017

Minimal On-Road Time Route Scheduling on Time-Dependent Graphs.
Proc. VLDB Endow., 2017

Discrete Multi-modal Hashing with Canonical Views for Robust Mobile Landmark Search.
CoRR, 2017

Leveraging Multi-aspect Time-related Influence in Location Recommendation.
CoRR, 2017

CAT: Context-Aware Trust-Oriented Worker Selection in Social Crowd.
Comput. Informatics, 2017

Multi-Constrained Top-K Graph Pattern Matching in Contextual Social Graphs.
Proceedings of the 2017 IEEE International Conference on Web Services, 2017

Mobi-SAGE: A Sparse Additive Generative Model for Mobile App Recommendation.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

The Interaction Between Schema Matching and Record Matching in Data Integration (Extended Abstract).
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Outlier Trajectory Detection: A Trajectory Analytics Based Approach.
Proceedings of the Database Systems for Advanced Applications, 2017

When Differential Privacy Meets Randomized Perturbation: A Hybrid Approach for Privacy-Preserving Recommender System.
Proceedings of the Database Systems for Advanced Applications, 2017

EtherQL: A Query Layer for Blockchain System.
Proceedings of the Database Systems for Advanced Applications, 2017

Jointly Modeling Heterogeneous Temporal Properties in Location Recommendation.
Proceedings of the Database Systems for Advanced Applications, 2017

Exploiting Spatio-Temporal User Behaviors for User Linkage.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

A performance study on large-scale data analytics using disk-based and in-memory database systems.
Proceedings of the 2017 IEEE International Conference on Big Data and Smart Computing, 2017

Decomposition-Based Approximation of Time Series Data with Max-Error Guarantees.
Proceedings of the Databases Theory and Applications, 2017

2016
Guest editorial: web multimedia semantic inference using multi-cues.
World Wide Web, 2016

Possible and certain keys for SQL.
VLDB J., 2016

Joint Modeling of User Check-in Behaviors for Real-time Point-of-Interest Recommendation.
ACM Trans. Inf. Syst., 2016

Compound Rank-k Projections for Bilinear Analysis.
IEEE Trans. Neural Networks Learn. Syst., 2016

Adapting to User Interest Drift for POI Recommendation.
IEEE Trans. Knowl. Data Eng., 2016

Optimizing Cost of Continuous Overlapping Queries over Data Streams by Filter Adaption.
IEEE Trans. Knowl. Data Eng., 2016

Access Time Oracle for Planar Graphs.
IEEE Trans. Knowl. Data Eng., 2016

Exploiting Viral Marketing for Location Promotion in Location-Based Social Networks.
ACM Trans. Knowl. Discov. Data, 2016

A Spatial-Temporal Topic Model for the Semantic Annotation of POIs in LBSNs.
ACM Trans. Intell. Syst. Technol., 2016

TOSI: A trust-oriented social influence evaluation method in contextual social networks.
Neurocomputing, 2016

Discovering Meaningful Certain Keys from Incomplete and Inconsistent Relations.
IEEE Data Eng. Bull., 2016

Quality-Aware Entity-Level Semantic Representations for Short Texts.
IEEE Data Eng. Bull., 2016

Landmark-Based Route Recommendation with Crowd Intelligence.
Data Sci. Eng., 2016

Exploiting Rich Contents for Personalized Video Recommendation.
CoRR, 2016

Graph-Based Metric Embedding for Next POI Recommendation.
Proceedings of the Web Information Systems Engineering - WISE 2016, 2016

WARD@TRECVID 2016.
Proceedings of the 2016 TREC Video Retrieval Evaluation, 2016

Understanding Information Diffusion under Interactions.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Keyword-aware continuous kNN query on road networks.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

Discovering interpretable geo-social communities for user behavior prediction.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

SPORE: A sequential personalized spatial item recommender system.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

When Peculiarity Makes a Difference: Object Characterisation in Heterogeneous Information Networks.
Proceedings of the Database Systems for Advanced Applications, 2016

Exploiting Hierarchies for Efficient Detection of Completeness in Stream Data.
Proceedings of the Databases Theory and Applications, 2016

Finding Least On-Road Travel Time on Road Network.
Proceedings of the Databases Theory and Applications, 2016

Using Detected Visual Objects to Index Video Database.
Proceedings of the Databases Theory and Applications, 2016

2015
Social event identification and ranking on flickr.
World Wide Web, 2015

Calibrating trajectory data for spatio-temporal similarity analysis.
VLDB J., 2015

Dynamic User Modeling in Social Media Systems.
ACM Trans. Inf. Syst., 2015

Semisupervised Feature Selection via Spline Regression for Video Semantic Recognition.
IEEE Trans. Neural Networks Learn. Syst., 2015

TRIP: An Interactive Retrieving-Inferring Data Imputation Approach.
IEEE Trans. Knowl. Data Eng., 2015

Guest editorial: Special section on the international conference on data engineering.
IEEE Trans. Knowl. Data Eng., 2015

Best Keyword Cover Search.
IEEE Trans. Knowl. Data Eng., 2015

Possible and Certain SQL Key.
Proc. VLDB Endow., 2015

Trip Oriented Search on Activity Trajectory.
J. Comput. Sci. Technol., 2015

Cardinality constraints on qualitatively uncertain data.
Data Knowl. Eng., 2015

Letter from the Special Issue Editor.
IEEE Data Eng. Bull., 2015

Letter from the New TCDE Chair.
IEEE Data Eng. Bull., 2015

A Novelty-Seeking based Dining Recommender System.
Proceedings of the 24th International Conference on World Wide Web, 2015

Geographical Constraint and Temporal Similarity Modeling for Point-of-Interest Recommendation.
Proceedings of the Web Information Systems Engineering - WISE 2015, 2015

Addressing Instance Ambiguity in Web Harvesting.
Proceedings of the 18th International Workshop on Web and Databases, 2015

WARD-CMU @ TRECVID 2015.
Proceedings of the 2015 TREC Video Retrieval Evaluation, 2015

Deriving values from spatial trajectories.
Proceedings of the Conference on Technologies and Applications of Artificial Intelligence, 2015

SharkDB: An In-Memory Storage System for Massive Trajectory Data.
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

Microblog Entity Linking with Social Temporal Context.
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

Joint Modeling of Users' Interests and Mobility Patterns for Point-of-Interest Recommendation.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Modeling User Mobility for Location Promotion in Location-based Social Networks.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Geo-SAGE: A Geographical Sparse Additive Generative Model for Spatial Item Recommendation.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Approximate keyword search in semantic trajectory database.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

Interactive Top-k Spatial Keyword queries.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

Making sense of trajectory data: A partition-and-summarization approach.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

Multi-Constrained Graph Pattern Matching in large-scale contextual social graphs.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

Efficient secure similarity computation on encrypted trajectory data.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

Short text understanding through lexical-semantic analysis.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

Making Sense of Spatial Trajectories.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Joint Modeling of User Check-in Behaviors for Point-of-Interest Recommendation.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Storing and Processing Massive Trajectory Data on SAP HANA.
Proceedings of the Databases Theory and Applications, 2015

Predicting Users' Purchasing Behaviors Using Their Browsing History.
Proceedings of the Databases Theory and Applications, 2015

Predicting Passengers in Public Transportation Using Smart Card Data.
Proceedings of the Databases Theory and Applications, 2015

A Convex Formulation for Spectral Shrunk Clustering.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
A web-based approach to data imputation.
World Wide Web, 2014

Maximum error-bounded Piecewise Linear Representation for online stream approximation.
VLDB J., 2014

Personalized trajectory matching in spatial networks.
VLDB J., 2014

Economic Model-Driven Cloud Service Composition.
ACM Trans. Internet Techn., 2014

Image Attribute Adaptation.
IEEE Trans. Multim., 2014

Augmenting Image Descriptions Using Structured Prediction Output.
IEEE Trans. Multim., 2014

Online Discovery of Gathering Patterns over Trajectories.
IEEE Trans. Knowl. Data Eng., 2014

Responsibility Analysis for Lineages of Conjunctive Queries with Inequalities.
IEEE Trans. Knowl. Data Eng., 2014

CoRE: A Context-Aware RelationExtraction Method for Relation Completion.
IEEE Trans. Knowl. Data Eng., 2014

Clustering-Guided Sparse Structural Learning for Unsupervised Feature Selection.
IEEE Trans. Knowl. Data Eng., 2014

STMaker - A System to Make Sense of Trajectory Data.
Proc. VLDB Endow., 2014

Continuous Probabilistic Subspace Skyline Query Processing Using Grid Projections.
J. Comput. Sci. Technol., 2014

Preface.
Int. J. Cooperative Inf. Syst., 2014

Quality-aware schedulers for weak consistency key-value data stores.
Distributed Parallel Databases, 2014

TCDE Chair Candidate Xiaofang Zhou.
IEEE Data Eng. Bull., 2014

Compound Rank-k Projections for Bilinear Analysis.
CoRR, 2014

An Evolution-Based Robust Social Influence Evaluation Method in Online Social Networks.
Proceedings of the Web Information Systems Engineering - WISE 2014, 2014

Ranking Based Activity Trajectory Search.
Proceedings of the Web Information Systems Engineering - WISE 2014, 2014

An Efficient Trust-Oriented Trip Planning Method in Road Networks.
Proceedings of the 2014 IEEE 11th Intl Conf on Ubiquitous Intelligence and Computing and 2014 IEEE 11th Intl Conf on Autonomic and Trusted Computing and 2014 IEEE 14th Intl Conf on Scalable Computing and Communications and Its Associated Workshops, 2014

Efficient Retrieval of Top-K Most Similar Users from Travel Smart Card Data.
Proceedings of the IEEE 15th International Conference on Mobile Data Management, 2014

Cost-Efficient Spatial Network Partitioning for Distance-Based Query Processing.
Proceedings of the IEEE 15th International Conference on Mobile Data Management, 2014

ORange: Objective-Aware Range Query Refinement.
Proceedings of the IEEE 15th International Conference on Mobile Data Management, 2014

A Data Driven Approach for Discovering Data Quality Requirements.
Proceedings of the International Conference on Information Systems, 2014

Exploring Social Influence on Location-Based Social Networks.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

A crowd-based route recommendation system-CrowdPlanner.
Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

CrowdPlanner: A crowd-based route recommendation system.
Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

Cardinality Constraints for Uncertain Data.
Proceedings of the Conceptual Modeling - 33rd International Conference, 2014

Overcoming Semantic Drift in Information Extraction.
Proceedings of the 17th International Conference on Extending Database Technology, 2014

Rating Propagation in Web Services Reputation Systems: A Fast Shapley Value Approach.
Proceedings of the Database Systems for Advanced Applications, 2014

Location Oriented Phrase Detection in Microblogs.
Proceedings of the Database Systems for Advanced Applications, 2014

SAQR: An Efficient Scheme for Similarity-Aware Query Refinement.
Proceedings of the Database Systems for Advanced Applications, 2014

SharkDB: An In-Memory Column-Oriented Trajectory Storage.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

EISA: An Efficient Information Theoretical Approach to Value Segmentation in Large Databases.
Proceedings of the Web Technologies and Applications - 16th Asia-Pacific Web Conference, 2014

A Social Trust Path Recommendation System in Contextual Online Social Networks.
Proceedings of the Web Technologies and Applications - 16th Asia-Pacific Web Conference, 2014

Efficient Aggregate Farthest Neighbour Query Processing on Road Networks.
Proceedings of the Databases Theory and Applications, 2014

2013
Probabilistic Web Data Management.
World Wide Web, 2013

Discriminative Nonnegative Spectral Clustering with Out-of-Sample Extension.
IEEE Trans. Knowl. Data Eng., 2013

AML: Efficient Approximate Membership Localization within a Web-Based Join Framework.
IEEE Trans. Knowl. Data Eng., 2013

Infrared Patch-Image Model for Small Target Detection in a Single Image.
IEEE Trans. Image Process., 2013

Data centric research at the University of Queensland.
SIGMOD Rec., 2013

Editorial - DASFAA2012.
Data Knowl. Eng., 2013

Computing Unrestricted Synopses Under Maximum Error Bound.
Algorithmica, 2013

Identifying users' topical tasks in web search.
Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013

Spatio-temporal Event Modeling and Ranking.
Proceedings of the Web Information Systems Engineering - WISE 2013, 2013

Exploiting Structural Similarity for Automatic Information Extraction from Lists.
Proceedings of the Web Information Systems Engineering - WISE 2013, 2013

Calibrating trajectory data for similarity-based analysis.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Co-Regularized Ensemble for Feature Selection.
Proceedings of the IJCAI 2013, 2013

QoS-Aware Cloud Service Composition Using Time Series.
Proceedings of the Service-Oriented Computing - 11th International Conference, 2013

Adaptive Query Scheduling in Key-Value Data Stores.
Proceedings of the Database Systems for Advanced Applications, 2013

An Effectiveness Study on Trajectory Similarity Measures.
Proceedings of the Twenty-Fourth Australasian Database Conference, 2013

2012
Finding superior skyline points for multidimensional recommendation applications.
World Wide Web, 2012

Quick identification of near-duplicate video sequences with cut signature.
World Wide Web, 2012

Approximating query answering on RDF databases.
World Wide Web, 2012

Efficient subsequence matching over large video databases.
VLDB J., 2012

Spatial query processing for fuzzy objects.
VLDB J., 2012

Finding Alternative Shortest Paths in Spatial Networks.
ACM Trans. Database Syst., 2012

Structure Tensor Series-Based Large Scale Near-Duplicate Video Retrieval.
IEEE Trans. Multim., 2012

Discovering the Most Influential Sites over Uncertain Data: A Rank-Based Approach.
IEEE Trans. Knowl. Data Eng., 2012

On Group Nearest Group Query Processing.
IEEE Trans. Knowl. Data Eng., 2012

Prolog to the Section on Mass Storage and Data Retrieval.
Proc. IEEE, 2012

Information Extraction From Microblogs: A Survey.
Int. J. Softw. Informatics, 2012

PNN query processing on compressed trajectories.
GeoInformatica, 2012

WebPut: Efficient Web-Based Data Imputation.
Proceedings of the Web Information Systems Engineering - WISE 2012, 2012

CoopIS 2012 PC Co-Chairs Message.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2012, 2012

QoS-Aware Cloud Service Composition Based on Economic Models.
Proceedings of the Service-Oriented Computing - 10th International Conference, 2012

Effective Data Density Estimation in Ring-Based P2P Networks.
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

Reducing Uncertainty of Low-Sampling-Rate Trajectories.
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

I/O cost minimization: reachability queries processing over massive graphs.
Proceedings of the 15th International Conference on Extending Database Technology, 2012

Data Management Challenges and Opportunities in Cloud Computing.
Proceedings of the Database Systems for Advanced Applications, 2012

Efficient buffer management for piecewise linear representation of multiple data streams.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Finding the silver lining for data freshness on the cloud: [extended abstract].
Proceedings of the Fourth International Workshop on Cloud Data Management, 2012

Efficient provenance storage for relational queries.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Unsupervised Feature Selection Using Nonnegative Spectral Analysis.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011
Mining multi-tag association for image tagging.
World Wide Web, 2011

Approximate entity extraction in temporal databases.
World Wide Web, 2011

Providing built-in keyword search capabilities in RDBMS.
VLDB J., 2011

Exploring Distributional Discrepancy for Multidimensional Point Set Retrieval.
IEEE Trans. Multim., 2011

SPARK2: Top-k Keyword Query in Relational Databases.
IEEE Trans. Knowl. Data Eng., 2011

Flexible Provenance Tracing.
Int. J. Syst. Serv. Oriented Eng., 2011

Enhance Web Pages Genre Identification Using Neighboring Pages.
Proceedings of the Web Information System Engineering - WISE 2011, 2011

XML Query Processing Using Views.
Proceedings of the Web-Age Information Management, 2011

Efficient parallel skyline processing using hyperplane projections.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

Effective data co-reduction for multimedia similarity search.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

Structure tensor series-based matching for near-duplicate video retrieval.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

l<sub>2, 1</sub>-Norm Regularized Discriminative Feature Selection for Unsupervised Learning.
Proceedings of the IJCAI 2011, 2011

Discovering popular routes from trajectories.
Proceedings of the 27th International Conference on Data Engineering, 2011

Finding the most accessible locations: reverse path nearest neighbor query in road networks.
Proceedings of the 19th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2011

Probabilistic range queries for uncertain trajectories on road networks.
Proceedings of the EDBT 2011, 2011

Genetic Algorithm Based QoS-Aware Service Compositions in Cloud Computing.
Proceedings of the Database Systems for Advanced Applications, 2011

Efficient Histogram-Based Similarity Search in Ultra-High Dimensional Space.
Proceedings of the Database Systems for Advanced Applications, 2011

Storage and Use of Provenance Information for Relational Database Queries.
Proceedings of the Database Systems for Advanced Applications, 2011

Learning-based relevance feedback for web-based relation completion.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Continuously monitoring the correlations of massive discrete streams.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Scheduling with Freshness and Performance Guarantees for Web Applications in the Cloud.
Proceedings of the Twenty-Second Australasian Database Conference, 2011

PartSS: An Efficient Partition-based Filtering for Edit Distance Constraints.
Proceedings of the Twenty-Second Australasian Database Conference, 2011

Nonnegative Spectral Clustering with Discriminative Regularization.
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

Trajectory Indexing and Retrieval.
Proceedings of the Computing with Spatial Trajectories, 2011

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

Mining near-duplicate graph for cluster-based reranking of web video search results.
ACM Trans. Inf. Syst., 2010

Practical Online Near-Duplicate Subsequence Detection for Continuous Video Streams.
IEEE Trans. Multim., 2010

Adaptive Subspace Symbolization for Content-Based Video Detection.
IEEE Trans. Knowl. Data Eng., 2010

Duplicate-Insensitive Order Statistics Computation over Data Streams.
IEEE Trans. Knowl. Data Eng., 2010

Welcome to SIGSPATIAL Australia.
ACM SIGSPATIAL Special, 2010

Efficient web pages identification for entity resolution.
Proceedings of the 19th International Conference on World Wide Web, 2010

Providing Flexible Tradeoff for Provenance Tracking.
Proceedings of the Web Information Systems Engineering - WISE 2010 Workshops, 2010

Rebuilding the World from Views.
Proceedings of the Web-Age Information Management, 11th International Conference, 2010

Group Visible Nearest Neighbor Queries in Spatial Databases.
Proceedings of the Web-Age Information Management, 11th International Conference, 2010

K-nearest neighbor search for fuzzy objects.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

Sampling dirty data for matching attributes.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

Searching trajectories by locations: an efficiency study.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

Anddy: A System for Author Name Disambiguation in Digital Library.
Proceedings of the Database Systems for Advanced Applications, 2010

MCIS2010 Workshop Organizers' Message.
Proceedings of the Database Systems for Advanced Applications, 2010

Transitivity-Preserving Skylines for Partially Ordered Domains.
Proceedings of the Database Systems for Advanced Applications, 2010

Extract Interesting Skyline Points in High Dimension.
Proceedings of the Database Systems for Advanced Applications, 2010

Active Duplicate Detection.
Proceedings of the Database Systems for Advanced Applications, 2010

Approximate membership localization (AML) for web-based join.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Efficient and Continuous Near-duplicate Video Detection.
Proceedings of the Advances in Web Technologies and Applications, 2010

Efficient Common Items Extraction from Multiple Sorted Lists.
Proceedings of the Advances in Web Technologies and Applications, 2010

2009
Using Local Popularity of Web Resources for Geo-Ranking of Search Engine Results.
World Wide Web, 2009

Speed up interactive image retrieval.
VLDB J., 2009

Instance optimal query processing in spatial networks.
VLDB J., 2009

Bounded coordinate system indexing for real-time video clip search.
ACM Trans. Inf. Syst., 2009

An Efficient Near-Duplicate Video Shot Detection Method Using Shot-Based Interest Points.
IEEE Trans. Multim., 2009

Effective and Efficient Query Processing for Video Subsequence Identification.
IEEE Trans. Knowl. Data Eng., 2009

MOIR/MT: Monitoring Large-Scale Road Network Traffic in Real-Time.
Proc. VLDB Endow., 2009

Hybrid information retrieval policies based on cooperative cache in mobile P2P networks.
Frontiers Comput. Sci. China, 2009

A Term-Based Driven Clustering Approach for Name Disambiguation.
Proceedings of the Advances in Data and Web Management, Joint International Conferences, 2009

Data Quality Aware Queries in Collaborative Information Systems.
Proceedings of the Advances in Data and Web Management, Joint International Conferences, 2009

IRank: A Term-Based Innovation Ranking System for Conferences and Scholars.
Proceedings of the Advances in Data and Web Management, Joint International Conferences, 2009

Monitoring path nearest neighbor in road networks.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

Interactive near-duplicate video retrieval and detection.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

High-dimensional indexing with oriented cluster representation for multimedia databases.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

A Subspace Symbolization Approach to Content-Based Video Search.
Proceedings of the 25th International Conference on Data Engineering, 2009

Progressive Keyword Search in Relational Databases.
Proceedings of the 25th International Conference on Data Engineering, 2009

Online Near-Duplicate Video Clip Detection and Retrieval: An Accurate and Fast System.
Proceedings of the 25th International Conference on Data Engineering, 2009

Instant Advertising in Mobile Peer-to-Peer Networks.
Proceedings of the 25th International Conference on Data Engineering, 2009

Hybrid Retrieval Mechanisms in Vehicle-Based P2P Networks.
Proceedings of the Computational Science, 2009

From trajectories to activities: a spatio-temporal join approach.
Proceedings of the 2009 International Workshop on Location Based Social Networks, 2009

Workshop Organizers' Message.
Proceedings of the Database Systems for Advanced Applications, 2009

Efficient information retrieval in mobile peer-to-peer networks.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008
A multi-resolution surface distance model for <i>k</i>-NN query processing.
VLDB J., 2008

Batch Nearest Neighbor Search for Video Retrieval.
IEEE Trans. Multim., 2008

Localized Co-Occurrence Model for Fast Approximate Search in 3D Structure Databases.
IEEE Trans. Knowl. Data Eng., 2008

Challenges and techniques for effective and efficient similarity search in large video databases.
Proc. VLDB Endow., 2008

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

Data Quality in Web Information Systems.
Proceedings of the Web Information Systems Engineering, 2008

Achieving Effective Multi-term Queries for Fast DHT Information Retrieval.
Proceedings of the Web Information Systems Engineering, 2008

Computing Relaxed Answers on RDF Databases.
Proceedings of the Web Information Systems Engineering, 2008

Distribution-based similarity measures for multi-dimensional point set retrieval applications.
Proceedings of the 16th International Conference on Multimedia 2008, 2008

Locality condensation: a new dimensionality reduction method for image retrieval.
Proceedings of the 16th International Conference on Multimedia 2008, 2008

MOIR: A Prototype for Managing Moving Objects in Road Networks.
Proceedings of the 9th International Conference on Mobile Data Management (MDM 2008), 2008

Convoy Queries in Spatio-Temporal Databases.
Proceedings of the 24th International Conference on Data Engineering, 2008

A Hybrid Prediction Model for Moving Objects.
Proceedings of the 24th International Conference on Data Engineering, 2008

Location Update Strategies for Network-Constrained Moving Objects.
Proceedings of the Database Systems for Advanced Applications, 2008

Research and Practice in Data Quality.
Proceedings of the Progress in WWW Research and Development, 2008

Pattern-Based Extraction of Addresses from Web Page Content.
Proceedings of the Progress in WWW Research and Development, 2008

2007
An adaptive and dynamic dimensionality reduction method for high-dimensional indexing.
VLDB J., 2007

Capture local information in shape representation.
Multim. Tools Appl., 2007

A New Similarity Measure for Near Duplicate Video Clip Detection.
Proceedings of the Advances in Data and Web Management, 2007

UQLIPS: A Real-time Near-duplicate Video Clip Detection System.
Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

The University of Queensland at TRECVID 2007 Search Task.
Proceedings of the TRECVID 2007 workshop participants notebook papers, 2007

Spark: top-k keyword query in relational databases.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

Dimensionality reduction for dimension-specific search.
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

Statistical summarization of content features for fast near-duplicate video detection.
Proceedings of the 15th International Conference on Multimedia 2007, 2007

Summarizing Order Statistics over Data Streams with Duplicates.
Proceedings of the 23rd International Conference on Data Engineering, 2007

Dynamic Batch Nearest Neighbor Search in Video Retrieval.
Proceedings of the 23rd International Conference on Data Engineering, 2007

Multi-source Skyline Query Processing in Road Networks.
Proceedings of the 23rd International Conference on Data Engineering, 2007

Mining Trajectory Patterns Using Hidden Markov Models.
Proceedings of the Data Warehousing and Knowledge Discovery, 9th International Conference, 2007

Dual Dimensionality Reduction for Efficient Video Similarity Search.
Proceedings of the Data Warehousing and Knowledge Discovery, 9th International Conference, 2007

An Adaptive and Efficient Unsupervised Shot Clustering Algorithm for Sports Video.
Proceedings of the Advances in Databases: Concepts, 2007

Efficient Similarity Search by Summarization in Large Video Database.
Proceedings of the Database Technologies 2007. Proceedings of the Eighteenth Australasian Database Conference, 2007

Selectivity Estimation by Batch-Query based Histogram and Parametric Method.
Proceedings of the Database Technologies 2007. Proceedings of the Eighteenth Australasian Database Conference, 2007

2006
Indexing and Integrating Multiple Features for WWW Images.
World Wide Web, 2006

Summarizing level-two topological relations in large spatial datasets.
ACM Trans. Database Syst., 2006

A Multiresolution Terrain Model for Efficient Visualization Query Processing.
IEEE Trans. Knowl. Data Eng., 2006

Approximate Processing of Massive Continuous Quantile Queries over High-Speed Data Streams.
IEEE Trans. Knowl. Data Eng., 2006

ICICLE: A semantic-based retrieval system for WWW images.
Multim. Syst., 2006

Calculation of Target Locations for Web Resources.
Proceedings of the Web Information Systems, 2006

Surface k-NN Query Processing.
Proceedings of the 22nd International Conference on Data Engineering, 2006

3D Protein Structure Matching by Patch Signatures.
Proceedings of the Database and Expert Systems Applications, 17th International Conference, 2006

A Grid-Enabled Architecture for Geospatial Data Sharing.
Proceedings of The 1st IEEE Asia-Pacific Services Computing Conference, 2006

Discovering task-oriented usage pattern for web recommendation.
Proceedings of the Database Technologies 2006, 2006

Dimensionality reduction in patch-signature based protein structure matching.
Proceedings of the Database Technologies 2006, 2006

Web-Based System for Electronic Navigational Charts Using GML and SVG.
Proceedings of the 5th Annual IEEE/ACIS International Conference on Computer and Information Science (ICIS 2006) and 1st IEEE/ACIS International Workshop on Component-Based Software Engineering, 2006

2005
A Web Recommendation Technique Based on Probabilistic Latent Semantic Analysis.
Proceedings of the Web Information Systems Engineering, 2005

Filtering Duplicate Items over Distributed Data Streams.
Proceedings of the Advances in Web-Age Information Management, 2005

Searching the World Wide Web for Local Services and Facilities: A Review on the Patterns of Location-Based Queries.
Proceedings of the Advances in Web-Age Information Management, 2005

Semantic Caching for Multiresolution Spatial Query Processing in Mobile Environments.
Proceedings of the Advances in Spatial and Temporal Databases, 9th International Symposium, 2005

Towards Effective Indexing for Very Large Video Sequence Database.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2005

Using Probabilistic Latent Semantic Analysis for Web Page Grouping.
Proceedings of the 15th International Workshop on Research Issues in Data Engineering (RIDE-SDMA 2005), 2005

BM<sup>+</sup>-Tree: A Hyperplane-Based Index Method for High-Dimensional Metric Spaces.
Proceedings of the Database Systems for Advanced Applications, 2005

A New Indexing Method for High Dimensional Dataset.
Proceedings of the Database Systems for Advanced Applications, 2005

Towards User Profiling for Web Recommendation.
Proceedings of the AI 2005: Advances in Artificial Intelligence, 2005

Multiresolution Query Optimization in an Online Environment.
Proceedings of the Web Technologies Research and Development - APWeb 2005, 7th Asia-Pacific Web Conference, Shanghai, China, March 29, 2005

Semantic Caching for Web-Based Spatial Applications.
Proceedings of the Web Technologies Research and Development - APWeb 2005, 7th Asia-Pacific Web Conference, Shanghai, China, March 29, 2005

Indexing Text and Visual Features for WWW Images.
Proceedings of the Web Technologies Research and Development - APWeb 2005, 7th Asia-Pacific Web Conference, Shanghai, China, March 29, 2005

High dimensional indexing for protein structure matching using bowties.
Proceedings of 3rd Asia-Pacific Bioinformatics Conference, 17-21 January 2005, Singapore, 2005

A Latent Usage Approach for Clustering Web Transaction and Building User Profile.
Proceedings of the Advanced Data Mining and Applications, First International Conference, 2005

Discovering User Access Pattern Based on Probabilistic Latent Factor Model.
Proceedings of the Database Technologies 2005, 2005

2004
Space Efficient Quantile Summary for Constrained Sliding Windows on a Data Stream.
Proceedings of the Advances in Web-Age Information Management: 5th International Conference, 2004

Expansion-Based Algorithms for Finding Single Pair Shortest Path on Surface.
Proceedings of the Web and Wireless Geographical Information Systems, 2004

Automatic Texture Segmentation for Texture-based Image Retrieval.
Proceedings of the 10th International Multimedia Modeling Conference (MMM 2004), 2004

Extracting texture features from arbitrary-shaped regions for image retrieval.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Direct Mesh: a Multiresolution Approach to Terrain Visualization.
Proceedings of the 20th International Conference on Data Engineering, 2004

A Scaleless Data Model for Direct and Progressive Spatial Query Processing.
Proceedings of the Conceptual Modeling for Advanced Application Domains, 2004

Multiresolution Spatial Databases: Making Web-Based Spatial Applications Faster.
Proceedings of the Advanced Web Technologies and Applications, 2004

2003
Special Issue: Selected Papers from the Sixth IFIP 2.6 Working Conference on Visual Database Systems.
World Wide Web, 2003

Dynamic Multi-Resolution Spatial Object Derivation for Mobile and WWW Applications.
World Wide Web, 2003

Confirmation: increasing resource availability for transactional workflows.
Inf. Sci., 2003

Multiscale Histograms: Summarizing Topological Relations in Large Spatial Datasets.
Proceedings of 29th International Conference on Very Large Data Bases, 2003

Texture segmentation based on features in wavelet domain for image retrieval.
Proceedings of the Visual Communications and Image Processing 2003, 2003

Efficient Update and Retrieval of Objects in a Multiresolution Geospatial Database.
Proceedings of the 15th International Conference on Scientific and Statistical Database Management (SSDBM 2003), 2003

Finding Event-Oriented Patterns in Long Temporal Sequences.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2003

2002
Database Support for Spatial Generalisation for WWW and Mobile Applications.
Proceedings of the 3rd International Conference on Web Information Systems Engineering, 2002

2001
Using Visual Spatial Search Interface for WWW Applications.
Inf. Syst., 2001

Efficiently Computing Weighted Proximity Relationships in Spatial Databases.
Proceedings of the Advances in Web-Age Information Management, 2001

Improving Backward Recovery in Workflow Systems.
Proceedings of the Database Systems for Advanced Applications, Proceedings of the 7th International Conference on Database Systems for Advanced Applications (DASFAA 2001), 18-20 April 2001, 2001

2000
A schedule of join operations to reduce I/O cost in spatial database systems.
Data Knowl. Eng., 2000

Searching the Web Using a Map.
Proceedings of the WISE 2000, 2000

Spatiotemporal Data Modeling and Management: A Survey.
Proceedings of the TOOLS Asia 2000: 36th International Conference on Technology of Object-Oriented Languages and Systems, Xi'an, China, 30 October, 2000

On Spatial Information Retrieval and Database Generalization.
Proceedings of the 2000 Kyoto International Conference on Digital Libraries: Research and Practice, 2000

1999
SMART: Towards Spatial Internet Marketplaces.
GeoInformatica, 1999

Caching Strategies for Spatial Joins.
GeoInformatica, 1999

Building a Repository for Workflow Systems.
Proceedings of the TOOLS 1999: 31st International Conference on Technology of Object-Oriented Languages and Systems, 1999

Efficiently Computing Frequent Tree-Like Topology Patterns in a Web Environment.
Proceedings of the TOOLS 1999: 31st International Conference on Technology of Object-Oriented Languages and Systems, 1999

Efficient Polygon Amalgamation Methods for Spatial OLAP and Spatial Data Mining.
Proceedings of the Advances in Spatial Databases, 1999

Confirmation: A Solution for Non-Compensatability in Workflow Applications.
Proceedings of the 15th International Conference on Data Engineering, 1999

Navigation of the Internet with Spatial Databases.
Proceedings of the 1999 International Symposium on Database Applications in Non-Traditional Environments (DANTE '99), 1999

A Spatial Database as a Component of Integrated Database System.
Proceedings of the 1999 International Symposium on Database Applications in Non-Traditional Environments (DANTE '99), 1999

On the Optimization of Complex Spatial Queries.
Proceedings of the Proceedings of the Second International Symposium on Cooperative Database Systems for Advanced Applications, 1999

1998
Data Partitioning for Parallel Spatial Join Processing.
GeoInformatica, 1998

Data Declustering and Cluster-Ordering Technique for Spatial Join Scheduling.
Proceedings of the 5th International Conference of Foundations of Data Organization (FODO'98), 1998

1997
A Declustering Algorithm for Minimizing Spatial Join Cost.
Proceedings of the Computing and Combinatorics, Third Annual International Conference, 1997

1996
Parallel Transitive Closure Computation in Relational Databases.
Inf. Sci., 1996

Efficient Matrix Based Transitive Closure Algorithms for Functional Dependency Graphs.
Proceedings of the Proceeding Seventh Australasian Database Conference, 1996

1994
A new Fragmentation Scheme for Recursive Query Processing.
Data Knowl. Eng., 1994

On Decomposition of Functional Dependency Manipulation for Parallel Execution.
Proceedings of the 5th Australasian Database Conference, 1994

1993
Parallel Naive and Semi-Naive Transitive Closure Evaluation.
Proceedings of the Computing and Information, 1993


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