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Jian Zhang

Hangzhou Dianzi University

China

Zhejiang University of Technology

  • Hangzhou Dianzi University

SCHOLARLY PAPERS

3

DOWNLOADS

134

TOTAL CITATIONS

5

Scholarly Papers (3)

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1.

Robust Interpreter for Graph Neural Network with Neuron Explanation Component

Number of pages: 29 Posted: 12 Jun 2023
Jinyin Chen, Guohan Huang, Haibin Zheng and Jian Zhang
Zhejiang University of Technology, Zhejiang University of Technology, Zhejiang University of Technology and Hangzhou Dianzi University
Downloads 66 (907,769)
Citation 5

Abstract:

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Graph Neural Network, Interpretability, Neuron path distribution, robustness, Adversarial detection

2.

Diffusion-Based Anomaly Representation Enhancement on Graphs

Number of pages: 23 Posted: 22 May 2025
Jian Zhang, Yitong Li and Zhen Wang
Hangzhou Dianzi University, Hangzhou Dianzi University and Hangzhou Dianzi University
Downloads 53 (1,031,043)

Abstract:

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Graph Anomaly Detection, diffusion models, Graph Neural Networks, data augmentation, Representation learning

3.

Mapping Text to Multiplex Graph: Prompt Compression as Lévy Walk-guided Graph Pruning

Number of pages: 17 Posted: 23 May 2026
Yaxin Gao, Yao Lu, Jinhong Deng, Jiaqi Nie, Zhe Tang, Jian Zhang, Zhaowei Zhu, Shanqing Yu, Qi Xuan and Joey Tianyi Zhou
Zhejiang University of Technology, Zhejiang University of Technology, University of Electronic Science and Technology of China, Zhejiang University of Technology, Zhejiang University of Technology, Hangzhou Dianzi University, D5 Data, Hangzhou, China, Zhejiang University of Technology, Zhejiang University of Technology and Agency for Science, Technology and Research, Singapore
Downloads 15 (1,509,872)

Abstract:

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Prompt compression, large language models, Graph pruning, Multiplex graph, Lévy walk