2024
Efficient Unsupervised Graph Embedding With Attributed Graph Reduction and Dual-Level Loss.
IEEE Trans. Knowl. Data Eng., December, 2024
A Generalized Community-Structure-Aware Optimization Framework for Efficient Subgraph Matching in Social Network Analysis.
IEEE Trans. Comput. Soc. Syst., April, 2024
What Makes In-context Learning Effective for Mathematical Reasoning: A Theoretical Analysis.
CoRR, 2024
rLLM: Relational Table Learning with LLMs.
CoRR, 2024
Enhancing Recommendation Accuracy and Diversity with Box Embedding: A Universal Framework.
Proceedings of the ACM on Web Conference 2024, 2024
Graph Contrastive Learning with Reinforcement Augmentation.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Temporal Graph Generation Featuring Time-Bound Communities.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
FONT: A Flexible Polystore Evaluation Platform.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
Incorporating Dynamic Temperature Estimation into Contrastive Learning on Graphs.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
GraphHI: Boosting Graph Neural Networks for Large-Scale Graphs.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
ECQL: Towards Succinct and Extensible Modeling of Multi-model Query Results.
Proceedings of the Conceptual Modeling - 43rd International Conference, 2024
Table Embedding Models Based on Contrastive Learning for Improved Cardinality Estimation.
Proceedings of the Web and Big Data - 8th International Joint Conference, 2024
2023
Time-topology analysis on temporal graphs.
VLDB J., July, 2023
Learning Adaptive Node Embeddings Across Graphs.
IEEE Trans. Knowl. Data Eng., June, 2023
PANE-GNN: Unifying Positive and Negative Edges in Graph Neural Networks for Recommendation.
CoRR, 2023
Multi-behavior Self-supervised Learning for Recommendation.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023
Graph Contrastive Learning with Generative Adversarial Network.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Instant Representation Learning for Recommendation over Large Dynamic Graphs.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023
Data Dependencies Extended for Variety and Veracity: A Family Tree (Extended abstract).
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023
Fast Unsupervised Graph Embedding via Graph Zoom Learning.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023
2022
Data Dependencies Extended for Variety and Veracity: A Family Tree.
IEEE Trans. Knowl. Data Eng., 2022
Guest Editorial Special Issue on Graph-Powered Machine Learning for Internet of Things.
IEEE Internet Things J., 2022
Graph-powered learning for social networks.
Neurocomputing, 2022
HybridGNN: Learning Hybrid Representation in Multiplex Heterogeneous Networks.
CoRR, 2022
Conditional Regression Rules.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022
HybridGNN: Learning Hybrid Representation for Recommendation in Multiplex Heterogeneous Networks.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022
Knowledge Distillation based Contextual Relevance Matching for E-commerce Product Search.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: EMNLP 2022 - Industry Track, Abu Dhabi, UAE, December 7, 2022
2021
Guest Editorial Introduction to the Special Section on Artificial Intelligence For Social Networks.
IEEE Trans. Netw. Sci. Eng., 2021
Network Embedding With Completely-Imbalanced Labels.
IEEE Trans. Knowl. Data Eng., 2021
Zero-Shot Feature Selection via Transferring Supervised Knowledge.
Int. J. Data Warehous. Min., 2021
FastSNG: The Fastest Social Network Dataset Generator.
Proceedings of the Companion of The Web Conference 2021, 2021
FastSGG: Efficient Social Graph Generation Using a Degree Distribution Generation Model.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021
Expanding Semantic Knowledge for Zero-Shot Graph Embedding.
Proceedings of the Database Systems for Advanced Applications, 2021
UniTest: A Universal Testing Framework for Database Management Systems.
Proceedings of the Database Systems for Advanced Applications, 2021
DiffGNN: Capturing Different Behaviors in Multiplex Heterogeneous Networks for Recommendation.
Proceedings of the Artificial Intelligence - First CAAI International Conference, 2021
2020
Edge2vec: Edge-based Social Network Embedding.
ACM Trans. Knowl. Discov. Data, 2020
An attribute-based community search method with graph refining.
J. Supercomput., 2020
TinyGNN: Learning Efficient Graph Neural Networks.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020
GraphAE: Adaptive Embedding across Graphs.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020
Adaptive Relation Discovery from Focusing Seeds on Large Networks.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020
2019
DeepDirect: Learning Directions of Social Ties with Edge-Based Network Embedding.
IEEE Trans. Knowl. Data Eng., 2019
Feature Selection via Transferring Knowledge Across Different Classes.
ACM Trans. Knowl. Discov. Data, 2019
NMLPA: Uncovering Overlapping Communities in Attributed Networks via a Multi-Label Propagation Approach.
Sensors, 2019
Who is answering whom? Finding "Reply-To" relations in group chats with deep bidirectional LSTM networks.
Clust. Comput., 2019
NEOKNN: A Network Embedding Method Only Knowing Neighbor Nodes.
Proceedings of the Neural Information Processing - 26th International Conference, 2019
DeepDirect: Learning Directions of Social Ties with Edge-Based Network Embedding (Extended Abstract).
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019
OSMAC: Optimizing Subgraph Matching Algorithms with Community Structure.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019
Forbidden Nodes Aware Community Search.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
Community Focusing: Yet Another Query-Dependent Community Detection.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Privacy in the Internet of Things.
Wirel. Commun. Mob. Comput., 2018
When to Make a Topic Popular Again? A Temporal Model for Topic Rehotting Prediction in Online Social Networks.
IEEE Trans. Signal Inf. Process. over Networks, 2018
Efficient Computation of G-Skyline Groups.
IEEE Trans. Knowl. Data Eng., 2018
Understanding item consumption orders for right-order next-item recommendation.
Knowl. Inf. Syst., 2018
Which Algorithm Performs Best: Algorithm Selection for Community Detection.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018
DoOC: A Platform for Domain-Oriented Online Community System Construction.
Proceedings of the IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2018
Efficient Computation of G-Skyline Groups (Extended Abstract).
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018
RSDNE: Exploring Relaxed Similarity and Dissimilarity from Completely-Imbalanced Labels for Network Embedding.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Para-G: Path pattern query processing on large graphs.
World Wide Web, 2017
Approximate Holistic Aggregation in Wireless Sensor Networks.
ACM Trans. Sens. Networks, 2017
Matching Heterogeneous Events with Patterns.
IEEE Trans. Knowl. Data Eng., 2017
Personal Web Revisitation by Context and Content Keywords with Relevance Feedback.
IEEE Trans. Knowl. Data Eng., 2017
Learning the Personalized Intransitive Preferences of Images.
IEEE Trans. Image Process., 2017
Follow But No Track: Privacy Preserved Profile Publishing in Cyber-Physical Social Systems.
IEEE Internet Things J., 2017
CoDeT: an easy-to-use community detection tool.
Int. J. Data Min. Bioinform., 2017
Investigating the role of musical genre in human perception of music stretching resistance.
CoRR, 2017
Modeling the Intransitive Pairwise Image Preference from Multiple Angles.
Proceedings of the 2017 ACM on Multimedia Conference, 2017
Learning the Structures of Online Asynchronous Conversations.
Proceedings of the Database Systems for Advanced Applications, 2017
Multiple Source Detection without Knowing the Underlying Propagation Model.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
Inferring Directions of Undirected Social Ties.
IEEE Trans. Knowl. Data Eng., 2016
Recommendation for Repeat Consumption from User Implicit Feedback.
IEEE Trans. Knowl. Data Eng., 2016
Preface: Special issue on computing and combinatorics conference and wireless algorithms, systems, and applications conference.
J. Comb. Optim., 2016
CoDAR: Revealing the Generalized Procedure & Recommending Algorithms of Community Detection.
Proceedings of the 2016 International Conference on Management of Data, 2016
Causality Based Propagation History Ranking in Social Networks.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
AGAR: an attribute-based graph refining method for community search.
Proceedings of the Sixth International Conference on Emerging Databases: Technologies, 2016
Preference Join on Heterogeneous Data.
Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016
2015
Community Detection in Social Networks: An In-depth Benchmarking Study with a Procedure-Oriented Framework.
Proc. VLDB Endow., 2015
MAVis: A Multiple Microblogs Analysis and Visualization Tool.
Proceedings of the Database Systems for Advanced Applications, 2015
Will You "Reconsume" the Near Past? Fast Prediction on Short-Term Reconsumption Behaviors.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
A Personalized Interest-Forgetting Markov Model for Recommendations.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
CrowdMR: Integrating Crowdsourcing with MapReduce for AI-Hard Problems.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
2014
Member promotion in social networks via skyline.
World Wide Web, 2014
Aggregate nearest neighbor queries in uncertain graphs.
World Wide Web, 2014
An Advanced MapReduce: Cloud MapReduce, Enhancements and Applications.
IEEE Trans. Netw. Serv. Manag., 2014
Inferring Continuous Dynamic Social Influence and Personal Preference for Temporal Behavior Prediction.
Proc. VLDB Endow., 2014
Who proposed the relationship?: recovering the hidden directions of undirected social networks.
Proceedings of the 23rd International World Wide Web Conference, 2014
RESIC: A Tool for Music Stretching Resistance Estimation.
Proceedings of the MultiMedia Modeling - 20th Anniversary International Conference, 2014
MiSCon: a hot plugging tool for real-time motion-based system control.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014
Modeling the Interest-Forgetting Curve for Music Recommendation.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014
CoDEM: An Ingenious Tool of Insight into Community Detection in Social Networks.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014
Path Pattern Query Processing on Large Graphs.
Proceedings of the 2014 IEEE Fourth International Conference on Big Data and Cloud Computing, 2014
Learning Temporal Dynamics of Behavior Propagation in Social Networks.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
2013
Automatic Music Stretching Resistance Classification Using Audio Features and Genres.
IEEE Signal Process. Lett., 2013
Adaptive music resizing with stretching, cropping and insertion - A generic content-aware music resizing framework.
Multim. Syst., 2013
Dominant Skyline Query Processing over Multiple Time Series.
J. Comput. Sci. Technol., 2013
G-path: flexible path pattern query on large graphs.
Proceedings of the 22nd International World Wide Web Conference, 2013
LaFT-tree: perceiving the expansion trace of one's circle of friends in online social networks.
Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013
Learning latent friendship propagation networks with interest awareness for link prediction.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013
LAFT-Explorer: inferring, visualizing and predicting how your social network expands.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
Uncertain Subgraph Query Processing over Uncertain Graphs.
Proceedings of the Web Technologies and Applications - 15th Asia-Pacific Web Conference, 2013
2012
A novel watermarking method for software protection in the cloud.
Softw. Pract. Exp., 2012
Multimedia Applications and Security in MapReduce: Opportunities and Challenges.
Concurr. Comput. Pract. Exp., 2012
A cloud-based watermarking method for health data security.
Proceedings of the 2012 International Conference on High Performance Computing & Simulation, 2012
Discovering the Most Potential Stars in Social Networks with Infra-skyline Queries.
Proceedings of the Web Technologies and Applications - 14th Asia-Pacific Web Conference, 2012
A Software Watermark Based Architecture for Cloud Security.
Proceedings of the Web Technologies and Applications - 14th Asia-Pacific Web Conference, 2012
2011
Ripple: A publish/subscribe service for multidata item updates propagation in the cloud.
J. Netw. Comput. Appl., 2011
CS-DRM: A Cloud-Based SIM DRM Scheme for Mobile Internet.
EURASIP J. Wirel. Commun. Netw., 2011
MUSIZ: a generic framework for music resizing with stretching and cropping.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011
SkyBoundary: An Improved Approach to Member Promotion in Social Networks.
Proceedings of the IEEE Ninth International Conference on Dependable, 2011
Using random walks for multi-label classification.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011
Music Review Classification Enhanced by Semantic Information.
Proceedings of the Web Technologies and Applications - 13th Asia-Pacific Web Conference, 2011
Batch Text Similarity Search with MapReduce.
Proceedings of the Web Technologies and Applications - 13th Asia-Pacific Web Conference, 2011
2010
A workflow net similarity measure based on transition adjacency relations.
Comput. Ind., 2010
Structure-aware music resizing using lyrics.
Proceedings of the 19th International Conference on World Wide Web, 2010
iPoc: A Polar Coordinate Based Indexing Method for Nearest Neighbor Search in High Dimensional Space.
Proceedings of the Web-Age Information Management, 11th International Conference, 2010
MapDupReducer: detecting near duplicates over massive datasets.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010
LyDAR: A LYrics Density based Approach to non-homogeneous music Resizing.
Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010
A Watermark-Aware Trusted Running Environment for Software Clouds.
Proceedings of the Fifth Annual ChinaGrid Conference, ChinaGrid 2010, Guangzhou, 2010
A cloud based SIM DRM scheme for the mobile internet.
Proceedings of the 17th ACM Conference on Computer and Communications Security, 2010
Phosphor: A Cloud Based DRM Scheme with Sim Card.
Proceedings of the Advances in Web Technologies and Applications, 2010
2009
A semi-dynamic multiple watermarking schemefor java applications.
Proceedings of the 9th ACM Workshop on Digital Rights Management, 2009
A label-free similarity measure between workflow nets.
Proceedings of the 4th IEEE Asia-Pacific Services Computing Conference, 2009
2008
An Optimal Approach for Workflow Staff Assignment Based on Hidden Markov Models.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2008 Workshops, 2008
ATBaM: An Arnold Transform Based Method on Watermarking Relational Data.
Proceedings of the 2008 International Conference on Multimedia and Ubiquitous Engineering (MUE 2008), 2008
2007
AbIx: An Approach to Content-Based Approximate Query Processing in Peer-to-Peer Data Systems.
J. Comput. Sci. Technol., 2007
Energy-efficient adaptive resource management strategy for large-scale mobile ad hoc networks.
Int. J. Pervasive Comput. Commun., 2007
MuSQL: A Music Structured Query Language.
Proceedings of the Advances in Multimedia Modeling, 2007
A Novel Scheme for Watermarking Natural Language Text.
Proceedings of the 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2007), 2007
2006
<i>N</i>-gram inverted index structures on music data for theme mining and content-based information retrieval.
Pattern Recognit. Lett., 2006
The design and implementation of a digital music library.
Int. J. Digit. Libr., 2006
Evaluation Models for the Effect of Sample Imbalance on Gene Selection.
Proceedings of the Interdisciplinary and Multidisciplinary Research in Computer Science, 2006
Missing Values Estimation in Microarray Data with Partial Least Squares Regression.
Proceedings of the Computational Science, 2006
2005
Using In-Network Modeling Strategy to Manage Data in MANET Database.
J. Digit. Inf. Manag., 2005
Using XML Structure to Reduce Candidate Nodes Participated in Query Processing.
Proceedings of the Advances in Web-Age Information Management, 2005
Energy-Efficient Adaptive Resource Management Strategy for Large-scale Mobile Ad Hoc Networks.
Proceedings of the Fifth International Conference on Computer and Information Technology (CIT 2005), 2005
2004
TS-Cache: A Novel Caching Strategy to Manage Data in MANET Database.
Proceedings of the Advances in Web-Age Information Management: 5th International Conference, 2004
A Music Data Model and its Application.
Proceedings of the 10th International Multimedia Modeling Conference (MMM 2004), 2004
A Kind of Index for Content-Based Music Information Retrieval and Theme Mining.
Proceedings of the Digital Libraries: International Collaboration and Cross-Fertilization, 2004
Cell Abstract Indices for Content-Based Approximate Query Processing in Structured Peer-to-Peer Data Systems.
Proceedings of the Advanced Web Technologies and Applications, 2004
2003
HIT-DML: A Novel Digital Music Library.
Proceedings of the Digital Libraries: Technology and Management of Indigenous Knowledge for Global Access, 2003
An Approach to Content-Based Approximate Query Processing in Peer-to-Peer Data Systems.
Proceedings of the Grid and Cooperative Computing, Second International Workshop, 2003
2002
Using PR-Tree and HPIR to Manage Coherence of Semantic Cache for Location Dependent Data in Mobile Database.
Proceedings of the Advances in Web-Age Information Management, 2002
A Kind of Content-Based Music Information Retrieval Method in Peer-to-peer Environment.
Proceedings of the ISMIR 2002, 2002