个人简介：

周嘉俊，男，博士，中共党员，1995年12月生，浙江杭州人。现为浙江工业大学网络空间安全研究院科研人员、博士后。主要从事互联网安全相关研究，涉及图建模与分析（图机器学习、图神经网络等）、区块链数据挖掘（异常交易检测、合约漏洞挖掘等）、知识图谱、数据治理等。近年来在IEEE TKDE、IEEE TIFS、IEEE TNSE、CIKM等国际期刊/会议上发表论文15篇，其中一作或通讯10篇，授权发明专利3项。参与国家重点研发、浙江省科技计划等项目3项。

工作经历：

2023.07 – 至今：浙江工业大学，网络空间安全研究院，博士后

2022.09 – 2023.03：香港城市大学，数据科学学院，访问学者
教育经历：

2018.09 – 2023.06：浙江工业大学，信息工程学院，博士（硕博连读）

2014.09 – 2018.06：浙江工业大学，健行学院，学士

个人主页：Jiajun Zhou‬ - Google Scholar‬

工作邮箱：jjzhou@zjut.edu.cn

论文发表：

[1] Behavior-aware Account De-anonymization on Ethereum Interaction Graph

Jiajun Zhou, Chenkai Hu, Jianlei Chi, Jiajing Wu, Meng Shen, Qi Xuan*.

IEEE Transactions on Information Forensics and Security, 2022. (SCI一区，CCF A)

[2] RobustECD: Enhancement of Network Structure for Robust Community Detection

Jiajun Zhou, Zhi Chen, Min Du, Lihong Chen, Shanqing Yu, Guanrong Chen, Qi Xuan*

IEEE Transactions on Knowledge and Data Engineering, 2021. (SCI一区，CCF A)

[3] M-Evolve: Structural-Mapping-Based Data Augmentation for Graph Classification

Jiajun Zhou, Jie Shen, Shanqing Yu, Guanrong Chen, Qi Xuan*.

IEEE Transactions on Network Science and Engineering, 2020. (SCI一区)

[4] Data Augmentation for Graph Classification

Jiajun Zhou, Jie Shen, Qi Xuan*.

The 29th ACM International Conference on Information and Knowledge Management, 2020. (CCF B)

[5] Hub-collision avoidance and leaf-node options algorithm for fractal dimension and renormalization of complex networks

Feiyan Guo, JiaJun Zhou, ZhongYuan Ruan, Jian Zhang, Lin Qi*.

Chaos: An Interdisciplinary Journal of Nonlinear Science, 2022. (SCI一区)

[6] Heterogeneous Feature Augmentation for Ponzi Detection in Ethereum

Chengxiang Jin, Jie Jin, Jiajun Zhou*, Jiajing Wu, Qi Xuan

IEEE Transactions on Circuits and Systems II: Express Briefs, 2022. (SCI二区，通讯作者)

[7] Neighborhood Homophily-based Graph Convolutional Network
Shengbo Gong, Jiajun Zhou, Chenxuan Xie and Qi Xuan
The 32nd ACM International Conference on Information and Knowledge Management, 2023. (CCF B，通讯作者)

[8] Cross Cryptocurrency Relationship Mining for Bitcoin Price Prediction

Panpan Li, Yunyi Xie, Xinyao Xu, Jiajun Zhou*, Qi Xuan

International Conference on Blockchain and Trustworthy Systems, 2022. (EI, 通讯作者)

[9] Phishing Fraud Detection on Ethereum using Graph Neural Network

Panpan Li, Shengbo Gong, Shaocong Xu, Jiajun Zhou*, Yu Shanqing, Qi Xuan

International Conference on Blockchain and Trustworthy Systems, 2022. (EI, 通讯作者)

[10] Dual-channel Early Warning Framework for Ethereum Ponzi Schemes

Jie Jin, Jiajun Zhou*, Chengxiang Jin, Shanqing Yu, Ziwan Zheng, Qi Xuan

The 7th China National Conference on Big Data & Social Computing, 2022. (EI, 通讯作者)

[11] Identity Inference on Blockchain using Graph Neural Network

Jie Shen, Jiajun Zhou, Yunyi Xie, Shanqing Yu, Qi Xuan*.

International Conference on Blockchain and Trustworthy Systems, 2021. (EI)

[12] 深度学习人脸识别系统的对抗攻击算法研究

陈晋音，周嘉俊，沈诗婧，郑海斌，宣琦

小型微型计算机系统, 2019. (A类，CCF T2)