Jiajun Zhou

Orcid: 0000-0002-5062-4183

Affiliations:

Zhejiang University of Technology, Hangzhou, China

According to our database¹, Jiajun Zhou authored at least 35 papers between 2019 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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PhD thesis

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Bibliography

2025

Data Augmentation on Graphs: A Technical Survey.

[BibT_eX]

[DOI]

ACM Comput. Surv., November, 2025

Clarify Confused Nodes via Separated Learning.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., April, 2025

Hierarchical Local-Global Feature Learning for Few-shot Malicious Traffic Detection.

[BibT_eX]

[DOI]

CoRR, April, 2025

Unveiling Latent Information in Transaction Hashes: Hypergraph Learning for Ethereum Ponzi Scheme Detection.

[BibT_eX]

[DOI]

CoRR, March, 2025

Mixture of Decoupled Message Passing Experts with Entropy Constraint for General Node Classification.

[BibT_eX]

[DOI]

CoRR, February, 2025

Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph.

[BibT_eX]

[DOI]

CoRR, January, 2025

Enhancing Ethereum Fraud Detection via Generative and Contrastive Self-Supervision.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2025

Mixture of Experts Meets Decoupled Message Passing: Towards General and Adaptive Node Classification.

[BibT_eX]

[DOI]

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

2024

Time-Aware Metapath Feature Augmentation for Ponzi Detection in Ethereum.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Sci. Eng., 2024

PathMLP: Smooth path towards high-order homophily.

[BibT_eX]

[DOI]

Neural Networks, 2024

Lateral Movement Detection via Time-aware Subgraph Classification on Authentication Logs.

[BibT_eX]

[DOI]

CoRR, 2024

Rethinking Graph Transformer Architecture Design for Node Classification.

[BibT_eX]

[DOI]

CoRR, 2024

Network Anomaly Traffic Detection via Multi-view Feature Fusion.

[BibT_eX]

[DOI]

CoRR, 2024

Enhancing Ethereum Fraud Detection via Generative and Contrastive Self-supervision.

[BibT_eX]

[DOI]

CoRR, 2024

Dual-view Aware Smart Contract Vulnerability Detection for Ethereum.

[BibT_eX]

[DOI]

CoRR, 2024

Facilitating Feature and Topology Lightweighting: An Ethereum Transaction Graph Compression Method for Malicious Account Detection.

[BibT_eX]

[DOI]

CoRR, 2024

A Federated Parameter Aggregation Method for Node Classification Tasks with Different Graph Network Structures.

[BibT_eX]

[DOI]

CoRR, 2024

A Federated Parameter Aggregation Method for Node Classification Tasks with Different Graph Network Structures.

[BibT_eX]

[DOI]

Proceedings of the Data Security and Privacy Protection - Second International Conference, 2024

2023

RobustECD: Enhancement of Network Structure for Robust Community Detection.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2023

PathMLP: Smooth Path Towards High-order Homophily.

[BibT_eX]

[DOI]

CoRR, 2023

Neighborhood Homophily-based Graph Convolutional Network.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

Behavior-Aware Account De-Anonymization on Ethereum Interaction Graph.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2022

Heterogeneous Feature Augmentation for Ponzi Detection in Ethereum.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. II Express Briefs, 2022

Data Augmentation on Graphs: A Survey.

[BibT_eX]

[DOI]

CoRR, 2022

Discover Important Paths in the Knowledge Graph Based on Dynamic Relation Confidence.

[BibT_eX]

[DOI]

CoRR, 2022

Dual-channel Early Warning Framework for Ethereum Ponzi Schemes.

[BibT_eX]

[DOI]

CoRR, 2022

SubGraph Networks based Entity Alignment for Cross-lingual Knowledge Graph.

[BibT_eX]

[DOI]

CoRR, 2022

Cross Cryptocurrency Relationship Mining for Bitcoin Price Prediction.

[BibT_eX]

[DOI]

Proceedings of the Blockchain and Trustworthy Systems - 4th International Conference, 2022

2021

Corrections to "M-Evolve: Structural-Mapping-Based Data Augmentation for Graph Classification".

[BibT_eX]

[DOI]

IEEE Trans. Netw. Sci. Eng., 2021

M-Evolve: Structural-Mapping-Based Data Augmentation for Graph Classification.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Sci. Eng., 2021

Sampling Subgraph Network With Application to Graph Classification.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Sci. Eng., 2021

BlockGC: A Joint Learning Framework for Account Identity Inference on Blockchain with Graph Contrast.

[BibT_eX]

[DOI]

CoRR, 2021

Identity Inference on Blockchain Using Graph Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Blockchain and Trustworthy Systems - Third International Conference, 2021

2020

Data Augmentation for Graph Classification.

[BibT_eX]

[DOI]

Jiajun Zhou

Jie Shen

Qi Xuan

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

2019

Adversarial Enhancement for Community Detection in Complex Networks.

[BibT_eX]

[DOI]

CoRR, 2019

Jiajun Zhou

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