Surya

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Graduate Student, Purdue University

About Me

I am a Ph.D. student at School of Electrical and Computer Engineering, Purdue University. I was offered the prestigious Ross Fellowship by the Purdue’s School of Electrical and Computer Engineering for 2020-2021 academic year. I’m advised by Prof. Anand Raghunathan.

I completed my Bachelor of Technology (B.Tech) in the Department of Computer Science and Engineering at Indian Institute of Technology, Madras. I worked with Dr.Pratyush Kumar during my undergrad.

Publications

FuSeConv: Fully Separable Convolutions for Fast Inference on Systolic Arrays,
Surya Selvam, Vinod Ganesan and Pratyush Kumar.
In proceedings of Design, Automation & Test in Europe (DATE), 2021.
Acceptance Rate: 24%
Paper, Short Slides, Full Slides, Code, Video

A Case for Generalizable DNN Cost Models for Mobile Devices,
Vinod Ganesan, Surya Selvam, Sanchari Sen, Pratyush Kumar and Anand Raghunathan.
In proceedings of International Symposium on Workload Characterization (IISWC), 2020.
Acceptance Rate: 26/70
Paper, Slides, Code, Video

Recent News

Nov 2020: Our paper got accepted at DATE’21.

Aug 2020: Our paper got accepted at IISWC’20.

Jun 2020: Completed my Bachelor’s at IIT Madras.



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