加州大学尔湾分校(UC Irvine)计算机科学系 (Department of Computer Science) Prof. Mohsen Imani 现招收多个电路和计算机体系结构 / 密码学与安全 /量子计算方向的 Ph.D. 学生,提供全额奖学金,2023 秋季 (2023 Fall quarter)入学。Prof. Mohsen Imani 研究方向主要在机器学习, 硬件加速器, 以及密码学与安全。
Prof. Mohsen Imani 团队的研究成果常年发表于设计自动化, 计算机体系结构等领域的国际顶级会议(HPCA, ISCA, MICRO, DAC, ICCAD, DATE, etc)。其研究成果在业界有很大影响力,和多家知名企业Intel, Qualcomm, NXP, Cisco 等进行深度合作。
Prof. Mohsen Imani 在顶级会议/期刊上发表过 120 多篇论文,引用量已达4000 (h-index: 38),其研究获得了多个奖项的认可,包括Bernard and Sophia Gordon Engineering Leadership Award、Outstanding Researcher Award和Powell Fellowship Award。他还获得了 UCSD Best Doctorate Research和 Design Automation and Test in Europe (DATE) 的最佳论文奖,以及多个顶级会议的最佳论文提名奖,包括 Design Automation Conference (DAC) 2019 和 2020、DATE 2020 和 International Conference on Computer-Aided Design (ICCAD)。Prof. Mohsen Imani也在ACM, IEEE等国际组织中担任程序委员会成员(ISCA, ICCAD, ASP-DAC, etc)。如果你对Prof. Mohsen Imani 研究感兴趣,请访问他的个人主页 (http://moimani.weebly.com/) 或者是他的Google Scholar (https://scholar.google.com/citations?user=9UZz_qcAAAAJ&hl=en)。
Prof. Mohsen Imani 目前诚招具有以下一项或多项背景的学生:
Circuit/Architecture: Design novel memory circuits and architectures to accelerate machine learning and big data applications. A candidate is desired to have a strong background in circuit design and a deep understanding of computer architecture and emerging memory technologies. Specifically, students will work on a project related to in-memory computing (PIM).
Cryptography & Security: Develop theory and algorithms for lightweight cryptography for secure machine learning or/and secure computing. An ideal candidate should understand Homomorphic Encryption mathematics and AI theory well and be familiar with cryptography tools.
Quantum Computing: Design new quantum algorithms for machine learning. A candidate is expected to have some experience in quantum mathematics and algorithms and have experience using Quantum tools.
如果你有以上相关的背景,请将自己的简历 (CV or resume) , 成绩单 (transcript) 以及你感兴趣的方向发给Prof. Mohsen Imani (m.imani@uci.edu). 请使用 "Ph.D. Application" or "Postdoc Application" 作为你邮件的开头。
Candidates are expected to have excellent programming skills. If interested, please email me a copy of your CV: m.imani@uci.edu. Please use "Ph.D. Application" or "Postdoc Application" as the title of your email.