Shuo Yu

Ciyuan Peng

Jing Ren

Falih Gozi Febrinanto

CoRR, July, 2025

Dynamic Graph Transformer for Brain Disorder Diagnosis.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, June, 2025

Multiscale Graph Transformer for Brain Disorder Diagnosis.

[BibT_eX]

[DOI]

IEEE Trans. Consumer Electron., May, 2025

Formulating and Representing Multiagent Systems With Hypergraphs.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., March, 2025

Graph2text or Graph2token: A Perspective of Large Language Models for Graph Learning.

[BibT_eX]

[DOI]

CoRR, January, 2025

Multi-type social patterns-based graph learning.

[BibT_eX]

[DOI]

Neurocomputing, 2025

HALO: Half Life-Based Outdated Fact Filtering in Temporal Knowledge Graphs.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the ACM on Web Conference 2025, 2025

Biologically Plausible Brain Graph Transformer.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Factor Graph-based Interpretable Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Heterogeneous Network Motif Coding, Counting, and Profiling.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, November, 2024

Fuzzy Multiview Graph Learning on Sparse Electronic Health Records.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., October, 2024

Personalized Federated Graph Learning on Non-IID Electronic Health Records.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., September, 2024

Marking the Pace: A Blockchain-Enhanced Privacy-Traceable Strategy for Federated Recommender Systems.

[BibT_eX]

[DOI]

IEEE Internet Things J., March, 2024

PANDORA: Deep Graph Learning Based COVID-19 Infection Risk Level Forecasting.

[BibT_eX]

[DOI]

Falih Gozi Febrinanto

Madhu Chetty

IEEE Trans. Comput. Soc. Syst., February, 2024

Few-Shot Semantic Segmentation for Consumer Electronics: An Inter-Class Relation Mining Approach.

[BibT_eX]

[DOI]

IEEE Trans. Consumer Electron., February, 2024

Coupled Attention Networks for Multivariate Time Series Anomaly Detection.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput., 2024

From Electroencephalogram Data to Brain Networks: Graph-Learning-Based Brain Disease Diagnosis.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2024

Graph Transformers: A Survey.

[BibT_eX]

[DOI]

CoRR, 2024

How Can Large Language Models Understand Spatial-Temporal Data?

[BibT_eX]

[DOI]

CoRR, 2024

Pretraining Molecules with Explicit Substructure Information.

[BibT_eX]

[DOI]

Yuting Ma

Yanming Shen

Proceedings of the 2024 SIAM International Conference on Data Mining, 2024

Long-range Brain Graph Transformer.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

FUGNN: Harmonizing Fairness and Utility in Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

FairGT: A Fairness-aware Graph Transformer.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Adaptive Brain Network Augmentation Based on Group-aware Graph Learning.

[BibT_eX]

[DOI]

Proceedings of the Second Tiny Papers Track at ICLR 2024, 2024

Identifying Disinformation from Online Social Media via Dynamic Modeling across Propagation Stages.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

SPR: A Similar Projection Revisor for Complex Logical Reasoning over Knowledge Graphs.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems and Applications, 2024

2023

Spatio-temporal Graph Learning for Epidemic Prediction.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., April, 2023

CLARA: citation and similarity-based author ranking.

[BibT_eX]

[DOI]

Scientometrics, February, 2023

Exploring Public Sentiment During COVID-19: A Cross Country Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Soc. Syst., 2023

Reputation-based partition scheme for IoT security.

[BibT_eX]

[DOI]

Zhikui Chen

Muhammad Zeeshan Haider

Secur. Priv., 2023

Quantum Graph Learning: Frontiers and Outlook.

[BibT_eX]

[DOI]

CoRR, 2023

Web of Conferences: A Conference Knowledge Graph.

[BibT_eX]

[DOI]

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

Long-sequence model for traffic forecasting in suboptimal situation.

[BibT_eX]

[DOI]

Proceedings of the 18th Workshop on Mobility in the Evolving Internet Architecture, 2023

MEGA: Explaining Graph Neural Networks with Network Motifs.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2023

Anomalous Behavior Identification with Visual Federated Learning in Multi-UAVs Systems.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Conference on Parallel and Distributed Systems, 2023

Deep Outdated Fact Detection in Knowledge Graphs.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2023

Query Optimization Mechanism for Blockchain-Based Efficient Data Traceability.

[BibT_eX]

[DOI]

Xu Yuan

Fangbo Li

Muhammad Zeeshan Haider

Feng Ding

Ange Qi

Proceedings of the Algorithms and Architectures for Parallel Processing, 2023

Correlation Fusion with Instance-level Auto-weighted for Multi-view Graph Clustering.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on High Performance Computing & Communications, 2023

Self-Augmentation Graph Contrastive Learning for Multi-view Attribute Graph Clustering.

[BibT_eX]

[DOI]

Proceedings of the 2023 Workshop on Advanced Multimedia Computing for Smart Manufacturing and Engineering, 2023

2022

CHIEF: Clustering With Higher-Order Motifs in Big Networks.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Sci. Eng., 2022

Familiarity-Based Collaborative Team Recognition in Academic Social Networks.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Soc. Syst., 2022

Collaborative Team Recognition: A Core Plus Extension Structure.

[BibT_eX]

[DOI]

J. Informetrics, 2022

Graph Learning for Fake Review Detection.

[BibT_eX]

[DOI]

Frontiers Artif. Intell., 2022

Familiarity-based Collaborative Team Recognition in Academic Social Networks.

[BibT_eX]

[DOI]

CoRR, 2022

CHIEF: Clustering with Higher-order Motifs in Big Networks.

[BibT_eX]

[DOI]

CoRR, 2022

Graph Augmentation Learning.

[BibT_eX]

[DOI]

Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022

Mining Implicit Relations Among Image Channels for Few-Shot Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Smartworld, 2022

Abnormal Entity-Aware Knowledge Graph Completion.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining Workshops, 2022

2021

Detecting Outlier Patterns With Query-Based Artificially Generated Searching Conditions.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Soc. Syst., 2021

Data-Driven Decision-Making in COVID-19 Response: A Survey.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Soc. Syst., 2021

An Upstream-Reciprocity-Based Strategy for Academic Social Networks Using Public Goods Game.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Soc. Syst., 2021

Graph Learning: A Survey.

[BibT_eX]

[DOI]

IEEE Trans. Artif. Intell., 2021

How to Optimize an Academic Team When the Outlier Member is Leaving?

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2021

Graph Force Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Fake Reviewer Group Detection in Online Review Systems.

[BibT_eX]

[DOI]

Proceedings of the 2021 International Conference on Data Mining, 2021

Higher-order Structure Based Anomaly Detection on Attributed Networks.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

Motif discovery in networks: A survey.

[BibT_eX]

[DOI]

Comput. Sci. Rev., 2020

Big networks: A survey.

[BibT_eX]

[DOI]

Comput. Sci. Rev., 2020

Detecting leaders and key members of scientific teams in co-authorship networks.

[BibT_eX]

[DOI]

Comput. Electr. Eng., 2020

Multivariate Relations Aggregation Learning in Social Networks.

[BibT_eX]

[DOI]

Proceedings of the JCDL '20: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, 2020

OFFER: A Motif Dimensional Framework for Network Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Graph Force Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

CSTeller: forecasting scientific collaboration sustainability based on extreme gradient boosting.

[BibT_eX]

[DOI]

World Wide Web, 2019

Academic Team Formulation Based on Liebig's Barrel: Discovery of Anticask Effect.

[BibT_eX]

[DOI]

Huan Liu

IEEE Trans. Comput. Soc. Syst., 2019

Skill ranking of researchers via hypergraph.

[BibT_eX]

[DOI]

PeerJ Prepr., 2019

COMICS: a community property-based triangle motif clustering scheme.

[BibT_eX]

[DOI]

PeerJ Comput. Sci., 2019

How does collaboration affect researchers' positions in co-authorship networks?

[BibT_eX]

[DOI]

J. Informetrics, 2019

Academic social networks: Modeling, analysis, mining and applications.

[BibT_eX]

[DOI]

J. Netw. Comput. Appl., 2019

Science of Scientific Team Science: A survey.

[BibT_eX]

[DOI]

Comput. Sci. Rev., 2019

Motifs in Big Networks: Methods and Applications.

[BibT_eX]

[DOI]

IEEE Access, 2019

A Survey of Measures for Network Motifs.

[BibT_eX]

[DOI]

IEEE Access, 2019

API: An Index for Quantifying a Scholar's Academic Potential.

[BibT_eX]

[DOI]

IEEE Access, 2019

Mining Key Scholars via Collapsed Core and Truss.

[BibT_eX]

[DOI]

Liangtian Wan

Proceedings of the 2019 IEEE Intl Conf on Dependable, 2019

Predictive Representation Learning in Motif-Based Graph Networks.

[BibT_eX]

[DOI]

Proceedings of the AI 2019: Advances in Artificial Intelligence, 2019

2018

PAVE: Personalized Academic Venue recommendation Exploiting co-publication networks.

[BibT_eX]

[DOI]

J. Netw. Comput. Appl., 2018

An improved Apriori-based algorithm for friends recommendation in microblog.

[BibT_eX]

[DOI]

Int. J. Commun. Syst., 2018

Multipath2vec: Predicting Pathogenic Genes via Heterogeneous Network Embedding.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017

Scientific collaboration patterns vary with scholars' academic ages.

[BibT_eX]

[DOI]

Wei Wang

Xiangjie Kong

Scientometrics, 2017

Is Scientific Collaboration Sustainability Predictable?

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Team Recognition in Big Scholarly Data: Exploring Collaboration Intensity.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE Intl Conf on Dependable, 2017

A Modified Node2vec Method for Disappearing Link Prediction.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE Intl Conf on Dependable, 2017

Detection of Four-Node Motif in Complex Networks.

[BibT_eX]

[DOI]

Proceedings of the Complex Networks & Their Applications VI, 2017

2016

CocaRank: A Collaboration Caliber-based Method for Finding Academic Rising Stars.

[BibT_eX]

[DOI]

Zhong Peng

Proceedings of the 25th International Conference on World Wide Web, 2016

Who are the Rising Stars in Academia?

[BibT_eX]

[DOI]

Proceedings of the 16th ACM/IEEE-CS on Joint Conference on Digital Libraries, 2016

Mining Advisor-Advisee Relationships in Scholarly Big Data: A Deep Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the 16th ACM/IEEE-CS on Joint Conference on Digital Libraries, 2016

Can Academic Conferences Promote Research Collaboration?

[BibT_eX]

[DOI]