岗位1 (已确定):Heterogeneous processor project DASH++
此岗位注重于在异构计算法平台上对信号处理和无线通信算法的自动化部署。Candidate should be good in computer arch, programming, knowledge of DSP, and forward error correction would be useful.
岗位2 (参与stanford的proposal,大概率中标,如未中可暂时TA): Algorithm-architecture codesign of 3D memory systems
学生进组后将负责基于3D 存储架构的算法协同设计和优化。Candidate should be good in computer architecture, ML, and knowledge of circuits and programming would be useful.
岗位3 (组里自己的proposal,小概率中标,如未中可暂时TA): Efficient and Secure Split Federated Learning
学生进组后将参与Split Federated Learning 系统的研究, 涉及算法efficiency, 通信efficiency以及数据安全。Candidate should be good in programming and deep learning.
基本要求
有托福成绩,GRE可免除
有相关学术经历优先
学生去向
Shunyao Wu(Ph.D.'21; Currently at Samsung)
Jian Zhou (Ph.D.'19; Currently at ASML-HMI)
Manqing Mao(Ph.D.'19; Currently at Microsoft Research)
Siyuan Wei (Ph.D.'18; Currently at ASML-HMI)
Hsing-Min Chen (Ph.D.'17; Currently at Intel)
Mohit Shah (Ph.D.'15); Co-advised with A. Spanias; Currently at Glib, India)
Ming Yang (Ph.D.'14; Currently at Linkedln)
Chengen Yang (Ph.D.'14; Currently at Tencent)
Lifeng Miao (Ph.D. '13; Currently at Apple)
Yunus Emre (Ph.D. '12; Currently at FaceBook)
现在的快毕业的学生也基本都有offer
学校介绍
ASU 位于美丽的凤凰城,是美国最大的公立大学之一。 近年来,半导体和电子工程在亚利桑那迅猛发展,成为半导体产业的中心之一。大批半导体和电动车企业进驻Arizona,包括Intel, 台积电,NXP, On Semiconductor, Microchip, Analog Devices, Infineon, Lucid Motors等等。ASU 还被誉为美国 the Most Innovation School. 更多排名可见https://www.asu.edu/rankings。
• #1 most innovative school in US for 5 consecutive years
• Top 10 Universities that are most loved by Silicon Valley Companies
• Top 1% of world's most prestigious Universities
• Among top 10 in the world for patents
• #1 online electrical engineering master program in US
• #2 online undergraduate degree program in US
• One of 14 strategic partners of JPL/NASA
DASH项目:
"DASH -- I am looking for someone with embedded systems background. In the long term I want someone to be able to turn DASH into something that can support ML on the edge. Being able to work with FPGA is a plus since we are always looking for someone who can do that.
FuSE项目:
"FuSE -- I am looking for someone with a background in computer architecture, VLSI design and some knowledge of ML"