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更新时间:2026.04.01
总访问量:10

周嘉俊

| 博士 请选择

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电子邮箱: jjzhou@zjut.edu.cn

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  • 科研项目

    纵向项目

    1. 中国博士后科学基金面上资助,基于多尺度关联图的以太坊欺诈监测研究,2024M762912,主持,8万,在研。

    2. 浙江省博士后科研项目择优资助,基于图建模与分析的网络安全威胁检测与防御研究,ZJ2024060,主持,5万,在研。

    3. 浙江省自然科学基金重点项目,面向能源材料高通量研发的文献多模态信息解析与抽取技术研究,LBMHZ25F020002,参与,在研。

    4. 杭州市重点研发计划项目,基于行业大数据的智能决策关键技术研究和应用-基于财税大数据,2024SZD1A23,参与,300万,在研。

    5. 国家重点研发计划子课题,公有链业务分析与预警方法,2020YFB1006104,参与(技术骨干),47.7万,结题。






    横向项目

    1. 242国家信息安全专项课题,基于开源数据的***分析关键技术研究,主持,116万,在研。

    2. 杭州趣链科技有限公司,区块链相关技术的研究,参与(技术骨干),140万,在研。

    3. 杭州安恒信息安全技术有限公司,效能评估系统关键技术研究,参与(技术骨干),54.7万,在研。

    4. 杭州安恒信息安全技术有限公司,电力系统关键技术研究,参与(技术骨干),47万,在研。

    5. 闪捷信息科技有限公司,数据库漏洞防护,参与(项目副主管),20万,在研。

    6. 新疆熙菱信息技术股份有限公司,面向数据安全的智能数据元识别关键技术研究,参与(技术骨干),33万,结题。


  • 科研成果

    • 期刊(部分)

      1. Jiajun Zhou, Shengbo Gong, Xuanze Chen, Chenxuan Xie, Shanqing Yu, Qi Xuan, Xiaoniu Yang. Clarify Confused Nodes via Separated Learning[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2025, 47(4): 2882-2896. (中科院一区, CCF A)

      2. Jiajun Zhou, Chenkai Hu, Jianlei Chi, Jiajing Wu, Meng Shen, Qi Xuan. Behavior-aware account de-anonymization on ethereum interaction graph[J]. IEEE Transactions on Information Forensics and Security, 2022, 17: 3433-3448. (中科院一区,CCF A)

      3. Jiajun Zhou, Zhi Chen, Min Du, Lihong Chen, Shanqing Yu, Guanrong Chen, Qi Xuan. RobustECD: Enhancement of network structure for robust community detection[J]. IEEE Transactions on Knowledge and Data Engineering, 2021, 35(1): 842-856. (中科院二区, CCF A)

      4. Jiajun Zhou, Chenxuan Xie, Shengbo Gong, Zhenyu Wen, Xiangyu Zhao, Qi Xuan, and Xiaoniu Yang. Data Augmentation on Graphs: A Technical Survey[J]. ACM Computing Surveys. https://doi.org/10.1145/3732282. (中科院一区)

      5. Chenxiang Jin, Jiajun Zhou*, Chenxuan Xie, Shanqing Yu, Qi Xuan, Xiaoniu Yang. Enhancing Ethereum Fraud Detection via Generative and Contrastive Self-supervision[J]. IEEE Transactions on Information Forensics and Security, 2024. (通讯作者中科院一区CCF A)

      6. Jiajun Zhou, Chenxuan Xie, Shengbo Gong, Jiaxu Qian, Shanqing Yu, Qi Xuan, Xiaoniu Yang. PathMLP: Smooth path towards high-order homophily[J]. Neural Networks, 2024, 180: 106650. (中科院一区,CCF B)

      7. Jiajun Zhou, Jie Shen, Shanqing Yu, Guanrong Chen, Qi Xuan. M-evolve: structural-mapping-based data augmentation for graph classification[J]. IEEE Transactions on Network Science and Engineering, 2020, 8(1): 190-200. (中科院二区, JCR一区)

      8. Chengxiang Jin, Jiajun Zhou*, Jie Jin, Jiajing Wu, Qi Xuan. Time-aware metapath feature augmentation for ponzi detection in ethereum[J]. IEEE Transactions on Network Science and Engineering, 2024, 11(4): 3747-3758. (通讯作者,中科院二区, JCR一区)

      9. Chengxiang Jin, Jie Jin, Jiajun Zhou*, Jiajing Wu, Qi Xuan. Heterogeneous feature augmentation for ponzi detection in ethereum[J]. IEEE Transactions on Circuits and Systems II: Express Briefs, 2022, 69(9): 3919-3923. (通讯作者,中科院二区,JCR二区)

      10. Feiyan Guo, Jiajun Zhou, Zhongyuan Ruan, Jian Zhang, Lin Qi. Hub-collision avoidance and leaf-node options algorithm for fractal dimension and renormalization of complex networks[J]. Chaos: An Interdisciplinary Journal of Nonlinear Science, 2022, 32(12). (中科院二区,JCR二区)

      会议(部分)

      1. Jiajun Zhou, Jie Shen, Qi Xuan. Data augmentation for graph classification[C]//Proceedings of the 29th ACM International Conference on Information & Knowledge Management. 2020: 2341-2344. (CCF B,EI)

      2. Shengbo Gong, Jiajun Zhou*, Chenxuan Xie, Qi Xuan. Neighborhood homophily-based graph convolutional network[C]//Proceedings of the 32nd ACM International Conference on Information and Knowledge Management. 2023: 3908-3912. (通讯作者,CCF B,EI)

      3. Xuanze Chen, Jiajun Zhou, Shanqing Yu, Qi Xuan. Mixture of Experts Meets Decoupled Message Passing: Towards General and Adaptive Node Classification[C]//Companion Proceedings of the ACM Web Conference 2025. 2025: 907-910. (通讯作者CCF A)

      4. Jiajun Zhou, Xuanze Chen, Shengbo Gong, Chenkai Hu, Chengxiang Jin, Shanqing Yu, Qi Xuan. Facilitating feature and topology lightweighting: An Ethereum transaction graph compression method for malicious account detection[J]. BlockSys, 2024. (EI,最佳论文奖)

      5. Chengxiang Jin, Jiajun Zhou*, Shengbo Gong, Chenxuan Xie, Qi Xuan. Multi-triplet Feature Augmentation for Ponzi Scheme Detection in Ethereum[C]//2023 IEEE International Conference on Data Mining Workshops (ICDMW). IEEE, 2023: 649-655. (通讯作者)

      6. Panpan Li, Yunyi Xie, Xinyao Xu, Jiajun Zhou*, Qi Xuan. Phishing fraud detection on ethereum using graph neural network[C]//International Conference on Blockchain and Trustworthy Systems. Singapore: Springer Nature Singapore, 2022: 362-375. (通讯作者, EI)

      7. Jie Jin, Jiajun Zhou*, Chengxiang Jin, Shanqing Yu, Ziwan Zheng, Qi Xuan. Dual-channel early warning framework for ethereum ponzi schemes[C]//China National Conference on Big Data and Social Computing. Singapore: Springer Nature Singapore, 2022: 260-274. (通讯作者, EI)

      8. Panpan Li, Shengbo Gong, Shaocong Xu, Jiajun Zhou*, Shanqing Yu, Qi Xuan. Cross Cryptocurrency Relationship Mining for Bitcoin Price Prediction[C]//International Conference on Blockchain and Trustworthy Systems. Singapore: Springer Nature Singapore, 2022: 237-250.  (通讯作者, EI)

      9. Jiacheng Yao, Maolin Wang, Wanqi Chen, Chengxiang Jin, Jiajun Zhou*, Shanqing Yu, Qi Xuan. Dual-view Aware Smart Contract Vulnerability Detection for Ethereum[J]. BlockSys, 2024. (通讯作者, EI)


  • 社会服务

    1. 担任IET Blockchain特刊客座编辑;

    2. 担任IEEE TIFS、IEEE TNSE、ACM CSUR、ACM TKDD等期刊审稿人;


  • 育人成果

    • 网络空间安全研究院“图智能安全”组负责人,担任多名博士、硕士生第二导师。指导的两名研究生获得国家奖学金,一名研究生前往美国埃默里大学攻读博士学位,一名本科生前往浙江大学攻读硕士学位。


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更新时间:2026.04.01
总访问量:10