Guanfeng Liu
Orcid: 0000-0001-8980-4950Affiliations:
- Macquarie University, Department of Computing, Sydney, Australia
- Soochow University, School of Computer Science and Technology, China (former)
According to our database1,
Guanfeng Liu
authored at least 215 papers
between 2005 and 2025.
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Bibliography
2025
Inf. Sci., 2025
2024
Feature-Aware Contrastive Learning With Bidirectional Transformers for Sequential Recommendation.
IEEE Trans. Knowl. Data Eng., December, 2024
LMACL: Improving Graph Collaborative Filtering with Learnable Model Augmentation Contrastive Learning.
ACM Trans. Knowl. Discov. Data, August, 2024
Survey and open problems in privacy-preserving knowledge graph: merging, query, representation, completion, and applications.
Int. J. Mach. Learn. Cybern., August, 2024
IEEE Trans. Comput. Soc. Syst., June, 2024
Learning Global and Multi-granularity Local Representation with MLP for Sequential Recommendation.
ACM Trans. Knowl. Discov. Data, May, 2024
Improving graph collaborative filtering with multimodal-side-information-enriched contrastive learning.
J. Intell. Inf. Syst., February, 2024
FD-TGCN: Fast and dynamic temporal graph convolution network for traffic flow prediction.
Inf. Fusion, 2024
CoRR, 2024
Few-Shot Causal Representation Learning for Out-of-Distribution Generalization on Heterogeneous Graphs.
CoRR, 2024
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024
Proceedings of the Web Information Systems Engineering - WISE 2024, 2024
Proceedings of the Web Information Systems Engineering - WISE 2024, 2024
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024
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
Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024
KMCT: <i>k</i>-Means Clustering of Trajectories Efficiently in Location-Based Services.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024
Proceedings of the Web and Big Data - 8th International Joint Conference, 2024
Enhancing Spatio-temporal Semantics with Contrastive Learning for Next POI Recommendation.
Proceedings of the Web and Big Data - 8th International Joint Conference, 2024
2023
Feature-Level Deeper Self-Attention Network With Contrastive Learning for Sequential Recommendation.
IEEE Trans. Knowl. Data Eng., October, 2023
IEEE Trans. Knowl. Data Eng., October, 2023
World Wide Web (WWW), September, 2023
Edge-enhanced Global Disentangled Graph Neural Network for Sequential Recommendation.
ACM Trans. Knowl. Discov. Data, July, 2023
Pattern Recognit., July, 2023
Inf. Sci., May, 2023
IEEE Trans. Knowl. Data Eng., March, 2023
World Wide Web (WWW), January, 2023
IEEE Trans. Knowl. Data Eng., 2023
IEEE Trans. Knowl. Data Eng., 2023
Snowman: A Million-scale Chinese Commonsense Knowledge Graph Distilled from Foundation Model.
CoRR, 2023
CoRR, 2023
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023
Ensemble Modeling with Contrastive Knowledge Distillation for Sequential Recommendation.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
DCMT: A Direct Entire-Space Causal Multi-Task Framework for Post-Click Conversion Estimation.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023
Graph Disentangled Collaborative Filtering based on Multi-order Similarity Constraint.
Proceedings of the 10th IEEE International Conference on Data Science and Advanced Analytics, 2023
Proceedings of the Database Systems for Advanced Applications, 2023
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023
Proceedings of the Advanced Data Mining and Applications - 19th International Conference, 2023
Proceedings of the Advanced Data Mining and Applications - 19th International Conference, 2023
2022
Preference-Aware Task Assignment in Spatial Crowdsourcing: From Individuals to Groups.
IEEE Trans. Knowl. Data Eng., 2022
Representation Learning With Multi-Level Attention for Activity Trajectory Similarity Computation.
IEEE Trans. Knowl. Data Eng., 2022
IEEE Trans. Knowl. Data Eng., 2022
ACM Trans. Knowl. Discov. Data, 2022
ACM Trans. Intell. Syst. Technol., 2022
Guest Editorial Special Issue on Computational Intelligence in Big Graph Data Management.
IEEE Trans. Emerg. Top. Comput. Intell., 2022
USST: A two-phase privacy-preserving framework for personalized recommendation with semi-distributed training.
Inf. Sci., 2022
CoRR, 2022
Help from Meta-Path: Node and Meta-Path Contrastive Learning for Recommender Systems.
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the Service-Oriented Computing - 20th International Conference, 2022
Proceedings of the 9th IEEE International Conference on Data Science and Advanced Analytics, 2022
Drive Less but Finish More: Food Delivery based on Multi-Level Workers in Spatial Crowdsourcing.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022
Proceedings of the Advanced Data Mining and Applications - 18th International Conference, 2022
2021
World Wide Web, 2021
IEEE Trans. Knowl. Data Eng., 2021
Edge-Enhanced Global Disentangled Graph Neural Network for Sequential Recommendation.
CoRR, 2021
A short-term traffic flow prediction method based on spatial-temporal correlation using edge computing.
Comput. Electr. Eng., 2021
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Representation Learning Based Query Decomposition for Batch Shortest Path Processing in Road Networks.
Proceedings of the Service-Oriented Computing - 19th International Conference, 2021
International Workshop on Privacy, Security and Trust in Computational Intelligence (PSTCI2021).
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021
2020
World Wide Web, 2020
World Wide Web, 2020
World Wide Web, 2020
World Wide Web, 2020
Guest editorial: special issue on trust, privacy, and security in crowdsourcing computing.
World Wide Web, 2020
Time-aspect-sentiment Recommendation Models Based on Novel Similarity Measure Methods.
ACM Trans. Web, 2020
Reference-Based Framework for Spatio-Temporal Trajectory Compression and Query Processing.
IEEE Trans. Knowl. Data Eng., 2020
Strong Social Graph Based Trust-Oriented Graph Pattern Matching With Multiple Constraints.
IEEE Trans. Emerg. Top. Comput. Intell., 2020
J. Intell. Inf. Syst., 2020
Weighted partial order oriented three-way decisions under score-based common voting rules.
Int. J. Approx. Reason., 2020
IEEE Intell. Syst., 2020
Survey and Open Problems in Privacy Preserving Knowledge Graph: Merging, Query, Representation, Completion and Applications.
CoRR, 2020
IEEE Access, 2020
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020
Proceedings of the Database Systems for Advanced Applications, 2020
2019
World Wide Web, 2019
World Wide Web, 2019
World Wide Web, 2019
Social context-aware trust paths finding for trustworthy service provider selection in social media.
Multim. Tools Appl., 2019
J. Database Manag., 2019
J. Database Manag., 2019
Location-Aware Web Service Composition Based on the Mixture Rank of Web Services and Web Service Requests.
Complex., 2019
Enhancing User Experience of Task Assignment in Spatial Crowdsourcing: A Self-Adaptive Batching Approach.
IEEE Access, 2019
Proceedings of the Web Information Systems Engineering - WISE 2019, 2019
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Proceedings of the 2019 IEEE International Conference on Web Services, 2019
Proceedings of the 2019 IEEE International Conference on Data Mining, 2019
Proceedings of the 2019 IEEE International Conference on Data Mining, 2019
Proceedings of the 2019 IEEE International Conference on Big Knowledge, 2019
Proceedings of the Database Systems for Advanced Applications, 2019
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Context-aware trust network extraction in large-scale trust-oriented social networks.
World Wide Web, 2018
MCS-GPM: Multi-Constrained Simulation Based Graph Pattern Matching in Contextual Social Graphs.
IEEE Trans. Knowl. Data Eng., 2018
Discovering Functional Organized Point of Interest Groups for Spatial Keyword Recommendation.
J. Comput. Sci. Technol., 2018
IEEE Access, 2018
Proceedings of the Web Information Systems Engineering - WISE 2018, 2018
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018
Proceedings of the Advances in Conceptual Modeling, 2018
Proceedings of the Database Systems for Advanced Applications, 2018
Proceedings of the Database Systems for Advanced Applications, 2018
Proceedings of the Database Systems for Advanced Applications, 2018
Towards Privacy-Preserving Travel-Time-First Task Assignment in Spatial Crowdsourcing.
Proceedings of the Web and Big Data - Second International Joint Conference, 2018
2017
Effective and efficient trajectory outlier detection based on time-dependent popular route.
World Wide Web, 2017
World Wide Web, 2017
World Wide Web, 2017
World Wide Web, 2017
IEEE Trans. Knowl. Data Eng., 2017
J. Comput. Sci. Technol., 2017
J. Comput. Sci. Technol., 2017
Comput. Informatics, 2017
Proceedings of the Web Information Systems Engineering - WISE 2017, 2017
Proceedings of the Web Information Systems Engineering - WISE 2017, 2017
Proceedings of the 2017 IEEE International Conference on Web Services, 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
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
CNN-IETS: A CNN-based Probabilistic Approach for Information Extraction by Text Segmentation.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017
Privacy-Preserving Collaborative Web Services QoS Prediction via Differential Privacy.
Proceedings of the Web and Big Data - First International Joint Conference, 2017
2016
Privacy-Preserving Collaborative Web Services QoS Prediction via Yao's Garbled Circuits and Homomorphic Encryption.
J. Web Eng., 2016
J. Netw. Syst. Manag., 2016
TOSI: A trust-oriented social influence evaluation method in contextual social networks.
Neurocomputing, 2016
Proceedings of the Web-Age Information Management - 17th International Conference, 2016
Strong Social Component-Aware Trust Sub-network Extraction in Contextual Social Networks.
Proceedings of the IEEE International Conference on Web Services, 2016
A Robust Approach to Finding Trustworthy Influencer in Trust-Oriented E-Commerce Environments.
Proceedings of the Service-Oriented Computing - 14th International Conference, 2016
Proceedings of the Database Systems for Advanced Applications, 2016
Efficient Query Processing with Mutual Privacy Protection for Location-Based Services.
Proceedings of the Database Systems for Advanced Applications, 2016
A Hybrid Method for POI Recommendation: Combining Check-In Count, Geographical Information and Reviews.
Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016
2015
Social context-aware trust inference for trust enhancement in social network based recommendations on service providers.
World Wide Web, 2015
Evaluation of nine heuristic algorithms with data-intensive jobs and computing-intensive jobs in a dynamic environment.
IET Softw., 2015
Proceedings of the Web Information Systems Engineering - WISE 2015, 2015
Proceedings of the Web Information Systems Engineering - WISE 2015, 2015
Proceedings of the Web-Age Information Management - 16th International Conference, 2015
Proceedings of the Web-Age Information Management - 16th International Conference, 2015
SmartInt: A Demonstration System for the Interaction Between Schema Mapping and Record Matching.
Proceedings of the Web-Age Information Management - 16th International Conference, 2015
Social Community-Oriented Social Attribute Analysis: An Empirical Study on QQ Group Data.
Proceedings of the 2015 IEEE International Conference on Smart City/SocialCom/SustainCom/DataCom/SC2 2015, 2015
Proceedings of the 2015 IEEE International Conference on Web Services, 2015
Core Network Based Multi-label Classification in Large-Scale Social Network Environments.
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015
Proceedings of the Database Systems for Advanced Applications, 2015
Proceedings of the Database Systems for Advanced Applications, 2015
An Efficient Method to Find the Optimal Social Trust Path in Contextual Social Graphs.
Proceedings of the Database Systems for Advanced Applications, 2015
HouseIn: A Housing Rental Platform with Non-redundant Information Integrated from Multiple Sources.
Proceedings of the Web Technologies and Applications - 17th Asia-PacificWeb Conference, 2015
Proceedings of the Web Technologies and Applications - 17th Asia-PacificWeb Conference, 2015
Proceedings of the Web Technologies and Applications - 17th Asia-PacificWeb Conference, 2015
Proceedings of the Web Technologies and Applications - 17th Asia-PacificWeb Conference, 2015
Proceedings of the Databases Theory and Applications, 2015
2014
An Evolution-Based Robust Social Influence Evaluation Method in Online Social Networks.
Proceedings of the Web Information Systems Engineering - WISE 2014, 2014
Proceedings of the Web-Age Information Management, 2014
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
An Efficient Multiple Trust Paths Finding Algorithm for Trustworthy Service Provider Selection in Real-Time Online Social Network Environments.
Proceedings of the 2014 IEEE International Conference on Web Services, 2014
Proceedings of the Service-Oriented Computing - 12th International Conference, 2014
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014
Rating Propagation in Web Services Reputation Systems: A Fast Shapley Value Approach.
Proceedings of the Database Systems for Advanced Applications, 2014
Extremal optimization-based semi-supervised algorithm with conflict pairwise constraints for community detection.
Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014
Proceedings of the Web Technologies and Applications - 16th Asia-Pacific Web Conference, 2014
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
Proceedings of the Advanced Web Services, 2014
2013
Finding the Optimal Social Trust Path for the Selection of Trustworthy Service Providers in Complex Social Networks.
IEEE Trans. Serv. Comput., 2013
2012
Future Gener. Comput. Syst., 2012
Proceedings of the 11th IEEE International Conference on Trust, 2012
Discovering Trust Networks for the Selection of Trustworthy Service Providers in Complex Contextual Social Networks.
Proceedings of the 2012 IEEE 19th International Conference on Web Services, 2012
Proceedings of the Ninth IEEE International Conference on e-Business Engineering, 2012
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012
2011
Finding K Optimal Social Trust Paths for the Selection of Trustworthy Service Providers in Complex Social Networks.
Proceedings of the IEEE International Conference on Web Services, 2011
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011
2010
Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), 2010
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010
A Heuristic Algorithm for Trust-Oriented Service Provider Selection in Complex Social Networks.
Proceedings of the 2010 IEEE International Conference on Services Computing, 2010
2009
Proceedings of the 2009 Pacific-Asia Conference on Circuits, Communications and Systems, 2009
Proceedings of the 2009 Third International Conference on Multimedia and Ubiquitous Engineering, 2009
Proceedings of the 2009 Third International Conference on Multimedia and Ubiquitous Engineering, 2009
Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009
2008
IEEE ACM Trans. Comput. Biol. Bioinform., 2008
IEEE Trans Autom. Sci. Eng., 2008
J. Comput. Chem., 2008
A Distributed Reputation Control Architecture Based on Virtual Organizational Domains in the Grid Economy.
Proceedings of the 16th Euromicro International Conference on Parallel, 2008
Proceedings of the 2008 International Conference on Multimedia and Ubiquitous Engineering (MUE 2008), 2008
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2008
A New Resource Discovery Mechanism with Negotiate Solution Based on Agent in Grid Environments.
Proceedings of the Workshops at the Grid and Pervasive Computing Conference, 2008
An Agglomerative Hierarchical Clustering Based High-Resolution Remote Sensing Image Segmentation Algorithm.
Proceedings of the International Conference on Computer Science and Software Engineering, 2008
2007
IEEE Trans. Robotics, 2007
Proceedings of the Algorithms in Bioinformatics, 7th International Workshop, 2007
A new resource selection approach based on reputation driven Min-min algorithm in the grid economy.
Proceedings of the CHINA HPC 2007, 2007
Proceedings of the Grid and Cooperative Computing, 2007
2006
Proceedings of the Advances in Robot Kinematics, Mechanisms and Motion, 2006
2005
A Geometric Theory for Synthesis and Analysis of Sub-6 DoF Serial Manipulator Subchains.
Proceedings of the 2005 IEEE International Conference on Robotics and Automation, 2005
Proceedings of the 2005 IEEE International Conference on Robotics and Automation, 2005