Scott Mahlke

Scott Mahlke

University of Michigan

H-index: 76

North America-United States

About Scott Mahlke

Scott Mahlke, With an exceptional h-index of 76 and a recent h-index of 31 (since 2020), a distinguished researcher at University of Michigan, specializes in the field of Computer Architecture, Compilers.

His recent articles reflect a diverse array of research interests and contributions to the field:

SlimSLAM: An Adaptive Runtime for Visual-Inertial Simultaneous Localization and Mapping

Vector-Processing for Mobile Devices: Benchmark and Analysis

BitSET: Bit-Serial Early Termination for Computation Reduction in Convolutional Neural Networks

Systems and devices for formatting neural network parameters

Multi-Layer In-Memory Processing

Avmaestro: A centralized policy enforcement framework for safe autonomous-driving environments

Systems and devices for compressing neural network parameters

Srtuner: Effective compiler optimization customization by exposing synergistic relations

Scott Mahlke Information

University

Position

Professor Electrical Engineering and Computer Science Dept.

Citations(all)

20203

Citations(since 2020)

4257

Cited By

18306

hIndex(all)

76

hIndex(since 2020)

31

i10Index(all)

228

i10Index(since 2020)

99

Email

University Profile Page

University of Michigan

Google Scholar

View Google Scholar Profile

Scott Mahlke Skills & Research Interests

Computer Architecture

Compilers

Top articles of Scott Mahlke

Title

Journal

Author(s)

Publication Date

SlimSLAM: An Adaptive Runtime for Visual-Inertial Simultaneous Localization and Mapping

Armand Behroozi

Yuxiang Chen

Vlad Fruchter

Lavanya Subramanian

Sriseshan Srikanth

...

2024/4/27

Vector-Processing for Mobile Devices: Benchmark and Analysis

Alireza Khadem

Daichi Fujiki

Nishil Talati

Scott Mahlke

Reetuparna Das

2023/10/1

BitSET: Bit-Serial Early Termination for Computation Reduction in Convolutional Neural Networks

ACM Transactions on Embedded Computing Systems

Yunjie Pan

Jiecao Yu

Andrew Lukefahr

Reetuparna Das

Scott Mahlke

2023/9/9

Systems and devices for formatting neural network parameters

2022/3/15

Multi-Layer In-Memory Processing

Daichi Fujiki

Alireza Khadem

Scott Mahlke

Reetuparna Das

2022/10/1

Avmaestro: A centralized policy enforcement framework for safe autonomous-driving environments

Ze Zhang

Sanjay Sri Vallabh Singapuram

Qingzhao Zhang

David Ke Hong

Brandon Nguyen

...

2022/6/4

Systems and devices for compressing neural network parameters

2022/5/3

Srtuner: Effective compiler optimization customization by exposing synergistic relations

Sunghyun Park

Salar Latifi

Yongjun Park

Armand Behroozi

Byungsoo Jeon

...

2022/4/2

Loner: utilizing the CPU vector datapath to process scalar integer data

Armand Behroozi

Sunghyun Park

Scott Mahlke

2022/3/19

SoftFusion: A Low-Cost Approach to Enhance Reliability of Object Detection Applications

Salar Latifi

Babak Zamirai

Scott Mahlke

2022/10/23

A systematic framework to identify violations of scenario-dependent driving rules in autonomous vehicle software

Proceedings of the ACM on Measurement and Analysis of Computing Systems

Qingzhao Zhang

David Ke Hong

Ze Zhang

Qi Alfred Chen

Scott Mahlke

...

2021/6/3

AEDAM: Whole Program Adaptive Error Detection and Mitigation

Mattan Erez

Sriram Krishnamoorthy

Gokcen Kestor

Joseph Manzano

Leon Song

...

2021/5/4

Prodigy: Improving the memory latency of data-indirect irregular workloads using hardware-software co-design

Nishil Talati

Kyle May

Armand Behroozi

Yichen Yang

Kuba Kaszyk

...

2021/2/27

Method of detecting repetition of an out-of-order execution schedule, apparatus and computer-readable medium

2020/4/7

PROGRAM COMMITTEE (CASES)

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

Partha Pratim Pande

Umit Ogras

Ali Akoglu

Lars Bauer

Swarup Bhunia

...

2020/11

Dynamically allocating storage elements to provide registers for processing thread groups

2020/3/10

Avguardian: Detecting and mitigating publish-subscribe overprivilege for autonomous vehicle systems

David Ke Hong

John Kloosterman

Yuqi Jin

Yulong Cao

Qi Alfred Chen

...

2020/9/7

Low-cost prediction-based fault protection strategy

Sunghyun Park

Shikai Li

Ze Zhang

Scott Mahlke

2020/2/22

Sieve: Speculative inference on the edge with versatile exportation

Babak Zamirai

Salar Latifi

Pedram Zamirai

Scott Mahlke

2020/7/20

Polygraphmr: Enhancing the reliability and dependability of cnns

Salar Latifi

Babak Zamirai

Scott Mahlke

2020/6/29

See List of Professors in Scott Mahlke University(University of Michigan)

Co-Authors

H-index: 78
Trevor Mudge

Trevor Mudge

University of Michigan-Dearborn

H-index: 52
Chaitali Chakrabarti

Chaitali Chakrabarti

Arizona State University

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