OpenReview
.net
OpenReview
.net
Login
OpenReview
.net
Login
Arun K. Somani
Full Professor, Electrical and Computer Eng, Iowa State University
Joined
July 2019
Names
Arun K. Somani
(Preferred)
,
Arun Somani
Emails
****@iastate.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Wikipedia
Semantic Scholar
Career & Education History
Full Professor
Electrical and Computer Eng,
Iowa State University
(iastate.edu)
1997
–
Present
Advisors, Relations & Conflicts
PhD Advisor
Vinod Agarwal
1982
–
1985
Expertise
Neural network architecture design
2018
–
Present
Computer Architecture
1985
–
Present
Fault Tolerant Computing
1982
–
Present
Publications
Neural Architecture Search Survey: A Hardware Perspective
Krishna Teja Chitty-Venkata
,
Arun K. Somani
2023 (modified: 21 Mar 2023)
ACM Comput. Surv. 2023
Readers:
Everyone
Neural Architecture Search Benchmarks: Insights and Survey
Krishna Teja Chitty-Venkata
,
Murali Emani
,
Venkatram Vishwanath
,
Arun K. Somani
Published: 01 Jan 2023, Last Modified: 05 Nov 2023
IEEE Access 2023
Readers:
Everyone
Improvement and Evaluation of Resilience of Adaptive Cruise Control Against Spoofing Attacks Using Intrusion Detection System
Mubark B. Jedh
,
Lotfi Ben Othmane
,
Arun K. Somani
Published: 01 Jan 2023, Last Modified: 05 Nov 2023
CoRR 2023
Readers:
Everyone
Differentiable Neural Architecture, Mixed Precision and Accelerator Co-Search
Krishna Teja Chitty-Venkata
,
Yiming Bian
,
Murali Emani
,
Venkatram Vishwanath
,
Arun K. Somani
Published: 01 Jan 2023, Last Modified: 05 Nov 2023
IEEE Access 2023
Readers:
Everyone
A Survey of Techniques for Optimizing Transformer Inference
Krishna Teja Chitty-Venkata
,
Sparsh Mittal
,
Murali Emani
,
Venkatram Vishwanath
,
Arun K. Somani
Published: 01 Jan 2023, Last Modified: 05 Nov 2023
CoRR 2023
Readers:
Everyone
Efficient Design Space Exploration for Sparse Mixed Precision Neural Architectures
Krishna Teja Chitty-Venkata
,
Murali Emani
,
Venkatram Vishwanath
,
Arun K. Somani
2022 (modified: 21 Mar 2023)
HPDC 2022
Readers:
Everyone
Neural Architecture Search for Transformers: A Survey
Krishna Teja Chitty-Venkata
,
Murali Emani
,
Venkatram Vishwanath
,
Arun K. Somani
2022 (modified: 21 Mar 2023)
IEEE Access 2022
Readers:
Everyone
An Effective Two-stage Noise Training Methodology for Classification of Breast Ultrasound Images
Yiming Bian
,
Arun K. Somani
Published: 01 Jan 2022, Last Modified: 05 Nov 2023
KDIR 2022
Readers:
Everyone
Searching Architecture and Precision for U-net based Image Restoration Tasks
Krishna Teja Chitty-Venkata
,
Arun K. Somani
,
Sreenivas Kothandaraman
2021 (modified: 21 Mar 2023)
ICIP 2021
Readers:
Everyone
Array-Aware Neural Architecture Search
Krishna Teja Chitty-Venkata
,
Arun K. Somani
2021 (modified: 21 Mar 2023)
ASAP 2021
Readers:
Everyone
View all 264 publications
Co-Authors
Abhishek Singhal
Ahmed E. Kamal
Akhilesh Tyagi
Allen M. Sansano
Anatoly Menn
Andrew Spray
Aniruddha Kushwaha
Annirudha Kushwaha
Anton T. Dahbura
Ashish Mathew
Ashraf M. Hamad
Ashwin Gumaste
Benjamin R. Sklar
Bharat Joshi
Bhaskar Maruthi
Bob Lorbeski
Brett M. Bode
Brian Daugherty
Byrav Ramamurthy
C. H. Chen
C. Siva Ram Murthy
Changyin Sun
Charles U. Martel
Chen-Ye Lim
Chung-Ho Chen
View all 176 co-authors