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    美国中佛罗里达大学娄钱老师招收机器学习方向全奖博士生

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    • 153****2211
      153****2211 last edited by

      中佛罗里达大学(UCF)是一所位于美国佛罗里达奥兰多(Orlando)的R1: Doctoral university (very high research activity)。UCF 计算机项目在CS rankings 和 US News 中分别排在全美第51 位和 69位(持续上升中)。UCF 计算机系Dr. Qian Lou老师招收多名博士生(含全额奖学金)、研究助理、访问学生学者。入学时间可以选为2023秋季,申请截止日期为2022 年12月1日。
      1ad6aafa-dd95-4fcc-9303-1ccd08aa475a-图片.png

      导师简介

      Dr. Qian Lou 现在为UCF 计算机系助理教授,指导博士生。在此之前,他是三星美国人工智能研究院(Samsung Research AI Center)的资深研究科学家(Senior Research Scientist)并获得最佳论文奖。他在Indiana University Bloomington 获得硕士和博士学位,并获得杰出科研奖。Dr. Lou致力于提出新技术来解决现实问题,并且他在工业界和学术界的经历将会帮助他系统性指导学生。组内学生将会有很多顶会文章发表,公费参加会议的机会。Dr. Lou也在多个学术会议和平台上担任组织者,委员会成员和审稿人,例如 NeurIPS, ICML, ICLR, CVPR, ECCV, AAAI, FHE.

      个人主页:

      https://qlou.org/

      研究兴趣

      Dr. Qian Lou目前的研究主要通过设计新的算法,神经网络模型,计算机系统来改善深度学习在计算机视觉和自然语言处理方面的有效性,隐私性,安全性。

      1. Deep Learning: Computer Vision, Natural Language Processing, Multi-modal model, On-device ML, Model Compression, Transformer, Hardware Acceleration.

      2. Security & Privacy: Privacy-preserving Machine Learning, Fully Homomorphic Encryption, Multi-Party Computation, Zero-Knowledge Proof, Differential Privacy, Federated Learning, Trusted Execution Environment, Backdoor Attack and Defense.

      3. Systems & Computer Architecture: Hardware-software Co-design, Efficient and Secure Systems, GPU/FPGA acceleration.

      Dr. Lou’s research outcomes are published in top-tier conferences like NeurIPS, ICML, CVPR, ICLR, EMNLP, IJCAI, PACT, DAC, DATE, ICCAD, etc.

      申请方式

      欢迎感兴趣的同学发送简历,研究兴趣概括,成绩单,GRE 分数,英语成绩 (TOEFL>88, IELTS>6.5),至 qian.lou@ucf.edu,邮件题目为 2023 Fall Prospective Ph.D. + [your name]

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