UCF Ph.D. in AI/ML/Systems/Security (Spring 2023 or Fall 2023)
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Ph.D. Positions in AI/ML/Systems/Security (Spring 2023 or Fall 2023) University of Central Florida
Dr. Qian Lou is recruiting for multiple Ph.D. positions (fully funded) in 2023 Spring or 2023 Fall at the department of Computer Science at the University of Central Florida (UCF), Orlando, Florida, USA (Department of Computer Science). UCF is located in Orlando nicknamed "the City Beautiful" and is an innovative, diversified institution with national distinction in a range of academic fields and earned the very high research (R1) designation by the Carnegie Classification of Institutions of Higher Education. UCF is ranked #51 overall for Computer Science in US according to CSRankings: Computer Science Rankings and is ranked #69 according to US News.
Dr. Qian Lou’s Homepage: https://qlou.org/
Dr. Qian Lou’s Research Areas:
Dr. Lou’s research focuses on improving the efficiency, privacy, and security of deep learning on both computer vision and natural language processing tasks by designing novel algorithms, models, and systems.
● Deep Learning: Computer Vision, Natural Language Processing, Multi-modal model, On-device ML, Model Compression, Transformer, Hardware Acceleration.
● Security & Privacy: Privacy-preserving Machine Learning, Fully Homomorphic Encryption, Multi-Party Computation, Differential Privacy, Federated Learning, Trusted Execution Environment, Backdoor Attack, and Defense.
● 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.
Dr. Qian Lou’s Biography：
Dr. Qian Lou is an incoming tenure-track assistant professor in the computer science department at the University of Central Florida (UCF) since 2022 Fall. Before that, He was a senior research scientist at the Samsung Research AI center (Mountain View, CA) and attained Q4 best paper award. He obtained M.S. and Ph.D. degrees from Indiana University and received Luddy outstanding research award. Dr. Qian Lou has a strong passion for proposing novel techniques to solve real-world problems, and his working experiences in industry and academia can help him achieve this goal and mentor students. Dr. Qian Lou also serves as an organizer, committee member, and reviewer in the top-tier conferences, like NeurIPS, ICML, ICLR, CVPR, ECCV, AAAI, FHE.
Admission information：
Applicants should send an email to Dr. Qian Lou (1point3acres.com), with her/his CV covering academic experiences, class ranking, and preferably a short statement of purpose for pursuing Ph.D. study. For an international student, TOEFL > 80 or IELTS > 6.5 and a GRE score are usually required.
Dr. Qian Lou is recruiting for multiple Ph.D. positions (fully funded) in 2023 Spring or 2023 Fall at the department of Computer Science at the University of Central Florida (UCF), Orlando, Florida, USA (Department of Computer Science). UCF is located in Orlando nicknamed "the City Beautiful" and is an innovative, diversified institution with national distinction in a range of academic fields and earned the very high research (R1) designation by the Carnegie Classification of Institutions of Higher Education. UCF is ranked #51 overall for Computer Science in US according to CSRankings: Computer Science Rankings and is ranked #69 according to US News.
Dr. Qian Lou’s Homepage: https://qlou.org/
Dr. Qian Lou’s Research Areas:
Dr. Lou’s research focuses on improving the efficiency, privacy, and security of deep learning on both computer vision and natural language processing tasks by designing novel algorithms, models, and systems.
● Deep Learning: Computer Vision, Natural Language Processing, Multi-modal model, On-device ML, Model Compression, Transformer, Hardware Acceleration.
● Security & Privacy: Privacy-preserving Machine Learning, Fully Homomorphic Encryption, Multi-Party Computation, Differential Privacy, Federated Learning, Trusted Execution Environment, Backdoor Attack, and Defense.
● 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.
Dr. Qian Lou’s Biography：
Dr. Qian Lou is an incoming tenure-track assistant professor in the computer science department at the University of Central Florida (UCF) since 2022 Fall. Before that, He was a senior research scientist at the Samsung Research AI center (Mountain View, CA) and attained Q4 best paper award. He obtained M.S. and Ph.D. degrees from Indiana University and received Luddy outstanding research award. Dr. Qian Lou has a strong passion for proposing novel techniques to solve real-world problems, and his working experiences in industry and academia can help him achieve this goal and mentor students. Dr. Qian Lou also serves as an organizer, committee member, and reviewer in the top-tier conferences, like NeurIPS, ICML, ICLR, CVPR, ECCV, AAAI, FHE.
Admission information：
Applicants should send an email to Dr. Qian Lou (1point3acres.com), with her/his CV covering academic experiences, class ranking, and preferably a short statement of purpose for pursuing Ph.D. study. For an international student, TOEFL > 80 or IELTS > 6.5 and a GRE score are usually required.
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