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每年招收可信AI应用、行业AI应用安全等方向博士/硕士研究生2-3人,欢迎计科、软工、电子信息等专业同学联系,邮箱:huchao@csu.edu.cn。
论文成果:
- Luo B, Zhu J, Yang T, S Zhao, C Hu*, X Zhao, Y Gao: Learning Deep Hierarchical Features with Spatial Regularization for One-Class Facial Expression Recognition[C] //Proceedings of the AAAI Conference on Artificial Intelligence. 2023, 37(5): 6065-6073.(CCF-A)
- Heyuan Shi, Shijun Chen, Runzhe Wang, Yuhan Chen, Weibo Zhang, Qiang Zhang, Yuheng Shen, Xiaohai Shi, Chao Hu, Yu Jiang: Industry Practice of Directed Kernel Fuzzing for Open-source Linux Distribution. ASE 2024: 2159-2169 (CCF-A)
- Jing Luo, Heyuan Shi, Yongchao Zhang, Runzhe Wang, Yuheng Shen, Yuao Chen, Xiaohai Shi, Rongkai Liu, Chao Hu, Yu Jiang: CVECenter: Industry Practice of Automated Vulnerability Management for Linux Distribution Community. SIGSOFT FSE Companion 2024: 329-339 (CCF-A)
- Shi, H., Wang, G., Fu, Y., Hu, C., Song, H., Dong, J., ... & Liang, K. (2022). Abaci-finder: Linux kernel crash classification through stack trace similarity learning. Journal of Parallel and Distributed Computing.(CCF-B)
- Heyuan Shi, Binqi Zeng, Ruishi Yu, Yulin Yang, Zijian Zouxia, Chao Hu, Ronghua Shi:H3NI: Non-target-specific node injection attacks on hypergraph neural networks via genetic algorithm. Neurocomputing 613: 128746 [JCR-1]
- Yu Zhan, Ying Fu, Liang Huang, Jianmin Guo, Heyuan Shi*, Houbing Song, Chao Hu: Cube-Evo: A Query-Efficient Black-Box Attack on Video Classification System: IEEE Transactions on Reliability, 2023 [TR, JCR-1]
- Shuning Liu, Huizhen Chen, Rongkai Liu, Heyuan Shi, Chao Hu, Ronghua Shi: BiotaFormer: Detecting biota in microscopic activated sludge images for wastewater treatment. BIBM 2024: 1616-1619 (CCF-B)
- Kai Liang, Zhengxiong Luo, Yanyang Zhao, Wenlong Zhang, Ronghua Shi, Yu Jiang, Heyuan Shi, Chao Hu: MDIplier: Protocol Format Recovery via Hierarchical Inference. ISSRE 2024: 547-557 (CCF-B)
- Heyuan Shi, Binqi Zeng, Yu Zhan, Rongkai Liu, Yulin Yang, Li Chen, Chao Hu*, Ying Fu. CubeAgent: Efficient query-based video adversarial examples generation through deep reinforcement learning, Journal of Systems and Software 2025: 112437, ISSN 0164-1212 (CCF-B)
- Rongkai Liu, Heyuan Shi, Yongchao Zhang, Runzhe Wang, Yuheng Shen, Yuao Chen, Jing Luo, Xiaohai Shi, Chao Hu, Yu Jiang:PatchBert: Continuous Stable Patch Identification for Linux Kernel via Pre-trained Model Fine-tuning. SANER 2024: 349-358 (CCF-B)
主持项目:
[1] 国家自然科学基金项目“面向教育资源服务平台的数据检索与推送安全机制研究”,项目编号:62477046,主持
[2]国家重点研发计划,社会治理与智慧社会科技支撑(平安中国)重点专项“大规模学生跨学段成长跟踪研究”,项目编号:2021YFC3340800,子课题负责人
[3] 国家自然科学基金项目“基于知识结构的智慧教育云资源精准推送机制研究”,项目编号:61977062,主持
[4] 教育部科技发展中心新一代信息技术创新项目“安全威胁情报在智慧校园建设中的研究与应用”,主持
[5] 教育部人文社会科学研究青年基金项目“基于深度学习的个性化智能导学策略及效果研究”,项目编号:17YJC880037,主持
[6] 湖南省教育科学研究基地课题“数据驱动下的湖南省中小学生综合素质评价改革研究”,项目编号:XJK23AJD021,主持
[7] 湖南省哲学社会科学基金项目“基于多模态数据的湖南省中小学生综合素质评价研究”,项目编号:22YBA012,主持
[8] 湖南省自然科学基金项目“基于情感字典与区块链技术的舆情预测研究”,项目编号:2021JJ30866,主持
[9] 湖南省教育科学“十三五”规划课题“基于区块链的高校课程互选共享机制和学分银行系统研究”,项目编号:ND208739,主持
[10] 湖南省教育科学“十三五”规划课题“一种在线学习平台中的资源推荐算法研究”,项目编号:XJK17BXX011,主持