叶贵鑫
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叶贵鑫,男,副教授,硕士生导师。ACM、CCF会员,软件安全与物联网智能感知陕西省高校工程研究中心常务副主任,西安市先进计算与软件安全重点实验室副主任,入选2022年度西安市科协青托计划,2020年度ACM西安优博奖获得者。曾获陕西省科学技术二等奖,陕西省高等学校科学技术一等奖,获国家发明专利7项。担任CCF推荐A类会议SIGMOD 2021本地组织委员会副主席,CCF推荐A类会议ISSTA 2024、2025程序委员会委员,多个CCF推荐A类期刊的审稿人。
主要围绕编译器漏洞与缺陷检测、漏洞检测与代码表征、系统认证机制安全评测三个研究方向开展了深入的研究。主持国家自然科学基金、陕西省重点研发计划、中国博士后科研基金、CCF-腾讯犀牛鸟基金、校企联合基金等科研项目。代表性成果发表在CCS、NDSS、PLDI、FSE、ISSTA、TIFS、TKDE等CCF推荐A类会议和期刊上,曾获CCS 2018最佳论文提名。已带领团队累计发现300多个编译器和开源软件缺陷与漏洞,21个测试用例被国际标准组织ECMAScript收纳,推动了国际标准测试套件Test-262的完整性建设。系列研究成果和发现受到了国际同行的认可,被伯克利大学教授、互联网安全教母Dawn Song,牛津大学系统安全实验室主任Ivan Martinovic,斯坦福大学应用加密与计算机安全教授、美国科学院院士Dan Boneh,苏黎世联邦理工学院教授、欧洲科学院院士Zhendong Su等多位网络与系统安全领域ACM/IEEE Fellow在国际顶级会议与期刊上正面引用和评价。部分代表性成果被伊利诺伊大学香槟分校(UIUC)网络安全课程(CS598)、软件工程课程(CS527)选讲,被英国《泰晤士报》、美国《福布斯》、《新华社》等国内外主流媒体广泛报道。所研发系统在蚂蚁集团、腾讯等国内头部互联网公司落地应用。
代表性研究成果:
[1] Guixin Ye, Zhanyong Tang, Dingyi Fang, Zhanxing Zhu, Yansong Feng, Pengfei Xu, Xiaojiang Chen, and Zheng Wang. Yet Another Text Captcha Solver: A Generative Adversarial Network based Approach[C]. In Proceedings of the 25th ACM SIGSAC Conference on Computer and Communications Security (CCS). ACM, 2018: 332-348. (CCF A类会议,网络与信息安全领域顶级会议,最佳论文提名)
[2] Guixin Ye, Zhanyong Tang, Dingyi Fang, Xiaojiang Chen, Kwang In Kim, Ben Taylor, and Zheng Wang. 2017. Cracking Android pattern lock in five attempts[C]. In Proceedings of The Network and Distributed System Security Symposium (NDSS). (CCF A类会议,网络与信息安全领域顶级会议)
[3] Guixin Ye, Zhanyong Tang, Shin Hwei Tan, Dingyi Fang, Xiaoyang Sun, Lizhong Bian, Songfang Huang, Haibo Wang and Zheng Wang. Automated Conformance Testing for JavaScript Engines via Deep Compiler Fuzzing[C]. In Proceedings of the 42th ACM SIGPLAN Conference on Programming Language Design and Implementation (PLDI). ACM, 2021: 435-450. (CCF A类会议,编程语言领域国际顶级会议)
[4] Guixin Ye, Tianmin Hu, Zhanyong Tang, Zhenye Fan, Shin Hwei Tan, Bo Zhang, Wenxiang Qian, Zheng Wang. A Generative and Mutational Approach for Synthesizing Bug-Exposing Test Cases to Guide Compiler Fuzzing[C]. In Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE). ACM, 2023: 1127-1139. (CCF A类会议,软件工程领域国际顶级会议)
[5] Guixin Ye, Zhanyong Tang, Huanting Wang, Dingyi Fang, Jianbin Fang, Songfang Huang and Zheng Wang. Deep Program Structure Modeling Through Multi-Relational Graph-based Learning[C]. In Proceedings of the International Conference on Parallel Architectures and Compilation Techniques (PACT). 2020: 111-123. (CCF B类会议,体系结构与编译领域顶级会议)
[6] Guixin Ye, Zhanyong Tang, Dingyi Fang, Xiaojiang Chen, Willy Wolff, Adam J. Aviv and Zheng Wang. A Video-based Attack for Android Pattern Lock[J]. ACM Transactions on Privacy and Security (TOPS), 2018, 21(4): 1-31. (CCF B类期刊,ACM信息安全领域唯一期刊)
[7] Guixin Ye, Zhanyong Tang, Dingyi Fang, Zhanxing Zhu, Yansong Feng, Pengfei Xu, Xiaojiang Chen, and Zheng Wang. Using Generative Adversarial Networks to Break and Protect Text Captchas[J]. ACM Transactions on Privacy and Security (TOPS). 2020, 23(2):1-29(CCF B类期刊,ACM信息安全领域唯一期刊)
[8] Tianmin Hu, Guixin Ye (共一), Zhanyong Tang, Shin Hwei Tan, Huanting Wang, Zheng Wang. UPBEAT: Test Input Checks of Q\# Quantum Libraries[C]. In Proceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA). 2024. Accepted. (CCF A类会议,软件工程领域国际顶级会议)
[9] Huanting Wang, Guixin Ye (共一), Zhanyong Tang, Shin Hwei Tan, Songfang Huang, Dingyi Fang, Yansong Feng, Lizhong Bian and Zheng Wang. Combining Graph-based Learning with Automated Data Collection for Code Vulnerability Detection[J]. IEEE Transactions on Information Forensics and Security (TIFS). 2020: 1943-1958 (CCF A类期刊,网络与信息安全领域顶级期刊)
[10] Meng Li, Yanzhe Shen, Guixin Ye, Jialing He, Xin Zheng, Zijian Zhang, Liehuang Zhu, Mauro Conti. Anonymous, Secure, Traceable, and Efficient Decentralized Digital Forensics[J]. IEEE Transactions on Knowledge and Data Engineering (TKDE). 2023 (CCF A类期刊,数据挖掘领域顶级期刊)
[11] Zhangyu Liu, Cheng Zhang, Huijun Wu, Jianbin Fang, Lin Peng, Guixin Ye, Zhanyong Tang. Optimizing HPC I/O Performance with Regression Analysis and Ensemble Learning [C]. IEEE International Conference on Cluster Computing (CLUSTER). IEEE, 2023: 234-246. (CCF B类会议)
[12] Shuangjiao Zhai, Guixin Ye*, Zhanyong Tang, Jie Ren, Dingyi Fang, Baoying Liu and Zheng Wang. Towards practical 3D ultrasound sensing on commercial-off-the-shelf mobile devices[J]. Computer Networks, 2021, 191: 107990 (CCF B类期刊)
[13] Yujie Zhao, Zhanyong Tang, Guixin Ye, Dingyi Fang, Xiaojiang Chen and Zheng Wang. Compile-time Code Virtualization for Android Applications[J]. Computers & Security, 2020:101821(CCF B类期刊)
[14] Yujie Zhao, Zhanyong Tang, Guixin Ye, Dongxu Peng, Dingyi Fang, Xiaojiang Chen and Zheng Wang. Semantics-aware obfuscation scheme prediction for binary[J]. Computers & Security, 2020:102072(CCF B类期刊)
[15] Chao Xue, Zhanyong Tang, Guixin Ye, Guanghui Li, Xiaoqing Gong, Wei Wang, Dingyi Fang and Zheng Wang. Exploiting code diversity to enhance code virtualization protection[C]. In Proceedings of the 24th International Conference on Parallel and Distributed Systems (ICPADS). IEEE, 2018: 620-627. (CCF C类会议)
[16] 叶贵鑫, 张宇翔,张成,赵佳棋,王焕廷. 基于图神经网络的OpenCL程序自动优化启发式方法. 计算机研究与发展, 2023, 60(5):15. (CCF A类中文期刊)
[17] 汤战勇, 田超雄, 叶贵鑫, 李婧, 王薇, 龚晓庆, 陈晓江, 房鼎益. 一种基于条件生成式对抗网络的文本类验证码识别方法. 计算机学报, 2019, 23(6): 1-18. (CCF A类中文期刊)
邮箱 :
[1]
2014.9 -- 2019.12
西北大学
 软件工程
 其他
 工学博士学位
[2]
2010.9 -- 2014.7
山东理工大学
 信息与计算科学
 大学本科毕业
[1]
2020.6 -- 至今
西北大学
信息科学与技术学院
副教授
现任
[1] ISSTA 2024、2025 TPC
[2] SIGMOD2021本地组织委员会副主席
[3] TDSC、TOSEM、ASE、T-PAMI等审稿人