2025
Privacy-preserved and Responsible Recommenders: From Conventional Defense to Federated Learning and Blockchain.
ACM Comput. Surv., May, 2025
HidAttack: An Effective and Undetectable Model Poisoning Attack to Federated Recommenders.
IEEE Trans. Knowl. Data Eng., March, 2025
2024
Responsible Recommendation Services with Blockchain Empowered Asynchronous Federated Learning.
ACM Trans. Intell. Syst. Technol., August, 2024
HSAP: A Human-in-the-loop Social Media-based Situation Awareness Platform.
Proc. VLDB Endow., August, 2024
Dynamic Bi-layer Graph Learning for Context-aware Sequential Recommendation.
Trans. Recomm. Syst., June, 2024
Bilateral Improvement in Local Personalization and Global Generalization in Federated Learning.
IEEE Internet Things J., 2024
Early Discovery of Key Innovative Publications by Analyzing Emerging Topic Trends.
Proceedings of the Web Information Systems Engineering - WISE 2024, 2024
EBUD: Evolving Disaster Burst Detection over Social Streams.
Proceedings of the Web Information Systems Engineering - WISE 2024, 2024
Influence-Aware Group Recommendation for Social Media Propagation.
Proceedings of the IEEE International Conference on Data Mining, 2024
Online Anomaly Detection over Live Social Video Streaming.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
Cross Online Ride-Sharing for Multiple-Platform Cooperations in Spatial Crowdsourcing.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
Complex Event Summarization Using Multi-Social Attribute Correlation (Extended Abstract).
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
Enhancing Deep Entity Resolution with Integrated Blocker-Matcher Training: Balancing Consensus and Discrepancy.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024
Queries Optimised LLM-Empowered Active Learning for Social Media Analysis of Human Behaviour in Bushfire Evacuations.
Proceedings of the Databases Theory and Applications, 2024
Preference Learning Based on Dynamic Dual-Cognition for Group Recommendation.
Proceedings of the Databases Theory and Applications, 2024
2023
Graph neural network for recommendation in complex and quaternion spaces.
World Wide Web (WWW), November, 2023
Complex Event Summarization Using Multi-Social Attribute Correlation.
IEEE Trans. Knowl. Data Eng., November, 2023
Guest Editorial Special Issue on Online Recommendation Using AI and Big Data Techniques.
IEEE Trans. Knowl. Data Eng., October, 2023
FedFTHA: A Fine-Tuning and Head Aggregation Method in Federated Learning.
IEEE Internet Things J., July, 2023
GA=PSO: Realizing Equivalent Particle Swarm Optimization by Genetic Algorithm.
Proceedings of the 15th International Conference on Advanced Computational Intelligence, 2023
Ant Colony Optimization for Multiple Travelling Salesmen Problem with Pivot Cities.
Proceedings of the 15th International Conference on Advanced Computational Intelligence, 2023
Learning Implicit Sentiment for Explainable Review-Based Recommendation.
Proceedings of the Databases Theory and Applications, 2023
Health Status Assessment for HDDs Based on Bi-LSTM and N-Dimensional Similarity Metric.
Proceedings of the Databases Theory and Applications, 2023
Soft Target-Enhanced Matching Framework for Deep Entity Matching.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Event Popularity Prediction Using Influential Hashtags From Social Media.
IEEE Trans. Knowl. Data Eng., 2022
Migrating Social Event Recommendation Over Microblogs.
Proc. VLDB Endow., 2022
Graph Collaborative Filtering for Recommendation in Complex and Quaternion Spaces.
Proceedings of the Web Information Systems Engineering - WISE 2022, 2022
Event Popularity Prediction Using Influential Hashtags from Social Media (Extended Abstract).
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022
LIREM: A Generic Framework for Effective Online Video Novelty Detection.
Proceedings of the Conceptual Modeling - 41st International Conference, 2022
Hierarchical Aggregation Based Knowledge Graph Embedding for Multi-task Recommendation.
Proceedings of the Web and Big Data - 6th International Joint Conference, 2022
Bi-CMR: Bidirectional Reinforcement Guided Hashing for Effective Cross-Modal Retrieval.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
EWNStream+: Effective and Real-time Clustering of Short Text Streams Using Evolutionary Word Relation Network.
Int. J. Inf. Technol. Decis. Mak., 2021
Constrained Route Planning over Large Multi-Modal Time-Dependent Networks.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021
Influence Maximization Using User Connectivity Guarantee in Social Networks.
Proceedings of the 2021 IEEE International Conference on Big Knowledge, 2021
2020
Dynamic Connection-Based Social Group Recommendation.
IEEE Trans. Knowl. Data Eng., 2020
Clustering-based multiple instance learning with multi-view feature.
Expert Syst. Appl., 2020
Real-Time Cross Online Matching in Spatial Crowdsourcing.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020
Online Community Identification over Heterogeneous Attributed Directed Graphs.
Proceedings of the Advanced Data Mining and Applications - 16th International Conference, 2020
Declarative User-Item Profiling Based Context-Aware Recommendation.
Proceedings of the Advanced Data Mining and Applications - 16th International Conference, 2020
MPB: Multi-Peak Binarization for Pupil Detection.
Proceedings of the Advanced Data Mining and Applications - 16th International Conference, 2020
Effective and Efficient Community Search in Directed Graphs Across Heterogeneous Social Networks.
Proceedings of the Databases Theory and Applications, 2020
2019
Real-time context-aware social media recommendation.
VLDB J., 2019
Cross the data desert: generating textual-visual summary on the evolutionary microblog stream.
Multim. Tools Appl., 2019
The 1st International Workshop on Context-Aware Recommendation Systems with Big Data Analytics (CARS-BDA).
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019
Dynamic Clustering of Stream Short Documents Using Evolutionary Word Relation Network.
Proceedings of the Data Science - 6th International Conference, 2019
I-CARS: An Interactive Context-Aware Recommender System.
Proceedings of the 2019 IEEE International Conference on Data Mining, 2019
Online Social Media Recommendation Over Streams.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019
Role-Based Clustering for Collaborative Recommendations in Crowdsourcing System.
Proceedings of the Conceptual Modeling - 38th International Conference, 2019
2018
Approximate Order-Sensitive k-NN Queries over Correlated High-Dimensional Data.
IEEE Trans. Knowl. Data Eng., 2018
MSIM: A change detection framework for damage assessment in natural disasters.
Expert Syst. Appl., 2018
Social event detection with retweeting behavior correlation.
Expert Syst. Appl., 2018
Clustering of Multiple Density Peaks.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018
D-CARS: A Declarative Context-Aware Recommender System.
Proceedings of the IEEE International Conference on Data Mining, 2018
2017
Enhancing online video recommendation using social user interactions.
VLDB J., 2017
An Effective and Efficient Truth Discovery Framework over Data Streams.
Proceedings of the 20th International Conference on Extending Database Technology, 2017
Change Detection from Media Sharing Community.
Proceedings of the Web and Big Data - First International Joint Conference, 2017
Modeling User Preferences on Spatiotemporal Topics for Point-of-Interest Recommendation.
Proceedings of the 2017 IEEE International Conference on Services Computing, 2017
2016
Discovery of stop regions for understanding repeat travel behaviors of moving objects.
J. Comput. Syst. Sci., 2016
Intermediate Semantics Based Distance Metric Learning for Video Annotation and Similarity Measurements.
Proceedings of the Web Information Systems Engineering - WISE 2016, 2016
An Approach for Clothing Recommendation Based on Multiple Image Attributes.
Proceedings of the Web-Age Information Management - 17th International Conference, 2016
Topical Event Detection on Twitter.
Proceedings of the Databases Theory and Applications, 2016
2015
Efficient agglomerative hierarchical clustering.
Expert Syst. Appl., 2015
Online Video Recommendation in Sharing Community.
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015
2014
Event detection over twitter social media streams.
VLDB J., 2014
2013
A Social Network Based Collaborative Video Story Composition Platform.
Proceedings of the Service-Oriented Computing - ICSOC 2012 Workshops, 2013
ASVTDECTOR: A practical near duplicate video retrieval system.
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013
2012
Efficient subsequence matching over large video databases.
VLDB J., 2012
Structure Tensor Series-Based Large Scale Near-Duplicate Video Retrieval.
IEEE Trans. Multim., 2012
MediaWise - Designing a Smart Media Cloud
CoRR, 2012
2011
Phenomenological Model of Laser-Tissue Interaction with Application to Benign Prostatic Hyperplasia (BPH) Simulation.
Proceedings of the Medicine Meets Virtual Reality 18 - NextMed, 2011
Laser Surgery Simulation Platform: Toward Full-Procedure Training and Rehearsal for Benign Prostatic Hyperplasia (BPH) Therapy.
Proceedings of the Medicine Meets Virtual Reality 18 - NextMed, 2011
Web-Accessible Interactive Software of 3D Anatomy Representing Pathophysiological Conditions to Enhance the Patient-Consent Process for Procedures.
Proceedings of the Medicine Meets Virtual Reality 18 - NextMed, 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
2010
Volumetric Modeling in Laser BPH Therapy Simulation.
IEEE Trans. Vis. Comput. Graph., 2010
Adaptive Subspace Symbolization for Content-Based Video Detection.
IEEE Trans. Knowl. Data Eng., 2010
Monitoring near duplicates over video streams.
Proceedings of the 18th International Conference on Multimedia 2010, 2010
2009
An Efficient Near-Duplicate Video Shot Detection Method Using Shot-Based Interest Points.
IEEE Trans. Multim., 2009
A Discrete Mechanics Framework for Real Time Virtual Surgical Simulations with Application to Virtual Laparoscopic Nephrectomy.
Proceedings of the Medicine Meets Virtual Reality 17 - NextMed: Design for/the Well Being, 2009
A Subspace Symbolization Approach to Content-Based Video Search.
Proceedings of the 25th International Conference on Data Engineering, 2009
2008
Similarity Search In Large Video Database
PhD thesis, 2008
Realistic Soft Tissue Deformation Strategies for Real Time Surgery Simulation.
Proceedings of the Medicine Meets Virtual Reality 16, 2008
A Confidence Based Recognition System for TV Commercial Extraction.
Proceedings of the Database Technologies 2008. Proceedings of the Nineteenth Australasian Database Conference, 2008
2007
A hyperplane based indexing technique for high-dimensional data.
Inf. Sci., 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
Efficient Similarity Search by Summarization in Large Video Database.
Proceedings of the Database Technologies 2007. Proceedings of the Eighteenth Australasian Database Conference, 2007
2006
Integrating Mesh and Meshfree Methods for Physics-Based Fracture and Debris Cloud Simulation.
Proceedings of the 3rd Symposium on Point Based Graphics, 2006
Optimizing the Data Intensive Mediator-Based Web Services Composition.
Proceedings of the Frontiers of WWW Research and Development, 2006
2005
MK-tree: An Effective Access Method for Indexing High Dimensional Data.
J. Digit. Inf. Manag., 2005
BM<sup>+</sup>-Tree: A Hyperplane-Based Index Method for High-Dimensional Metric Spaces.
Proceedings of the Database Systems for Advanced Applications, 2005
2003
M+-tree : A New Dynamical Multidimensional Index for Metric Spaces.
Proceedings of the Database Technologies 2003, 2003