Byung Hoon Ahn

Software Engineer, Apple

Joined

April 2019

Names

Byung Hoon Ahn (Preferred)

Emails

****@eng.ucsd.edu (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Software Engineer

Apple (apple.com)

2023 – Present

Research Scientist

Protopia AI (protopia.ai)

2020 – 2022

PhD student

University of California, San Diego (eng.ucsd.edu)

2018 – 2022

Software Engineer

Samsung Research (samsung.com)

2015 – 2018

Advisors, Relations & Conflicts

PhD Advisor

Hadi Esmaeilzadeh

2018 – Present

Expertise

No areas of expertise listed

Publications

FlexInfer: Flexible LLM Inference with CPU Computations
Seonjin Na, Geonhwa Jeong, Byung Hoon Ahn, Aaron Jezghani, Jeffrey Young, Christopher J. Hughes, Tushar Krishna, Hyesoon Kim
- MLSys 2025
- Readers: Everyone
FlexInfer: Flexible LLM Inference with CPU Computations
Seonjin Na, Geonhwa Jeong, Byung Hoon Ahn, Aaron Jezghani, Jeffrey Young, Christopher J. Hughes, Tushar Krishna, Hyesoon Kim
- MLSys 2025
- Readers: Everyone
Tandem Processor: Grappling with Emerging Operators in Neural Networks
Soroush Ghodrati, Sean Kinzer, Hanyang Xu, Rohan Mahapatra, Yoonsung Kim, Byung Hoon Ahn, Dong Kai Wang, Lavanya Karthikeyan, Amir Yazdanbakhsh, Jongse Park, Nam Sung Kim, Hadi Esmaeilzadeh
- ASPLOS (2) 2024
- Readers: Everyone
Understanding Performance Implications of LLM Inference on CPUs
Seonjin Na, Geonhwa Jeong, Byung Hoon Ahn, Jeffrey Young, Tushar Krishna, Hyesoon Kim
- IISWC 2024
- Readers: Everyone
Data Motion Acceleration: Chaining Cross-Domain Multi Accelerators
Shu-Ting Wang, Hanyang Xu, Amin Mamandipoor, Rohan Mahapatra, Byung Hoon Ahn, Soroush Ghodrati, Krishnan Kailas, Mohammad Alian, Hadi Esmaeilzadeh
- HPCA 2024
- Readers: Everyone
In-Storage Domain-Specific Acceleration for Serverless Computing
Rohan Mahapatra, Soroush Ghodrati, Byung Hoon Ahn, Sean Kinzer, Shu-Ting Wang, Hanyang Xu, Lavanya Karthikeyan, Hardik Sharma, Amir Yazdanbakhsh, Mohammad Alian, Hadi Esmaeilzadeh
- ASPLOS (2) 2024
- Readers: Everyone
Restoring the Broken Covenant Between Compilers and Deep Learning Accelerators
Sean Kinzer, Soroush Ghodrati, Rohan Mahapatra, Byung Hoon Ahn, Edwin Mascarenhas, Xiaolong Li, Janarbek Matai, Liang Zhang, Hadi Esmaeilzadeh
- CoRR 2023
- Readers: Everyone
Domain-Specific Computational Storage for Serverless Computing
Rohan Mahapatra, Soroush Ghodrati, Byung Hoon Ahn, Sean Kinzer, Shu-Ting Wang, Hanyang Xu, Lavanya Karthikeyan, Hardik Sharma, Amir Yazdanbakhsh, Mohammad Alian, Hadi Esmaeilzadeh
- Published: 01 Jan 2023, Last Modified: 05 Sept 2023
- CoRR 2023
- Readers: Everyone
Accelerating Federated Learning Through Attention on Local Model Updates
Parsa Assadi, Byung Hoon Ahn, Hadi Esmaeilzadeh
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- FL-NeurIPS 2022 Poster
- Readers: Everyone
Exploring Efficient ML-based Scheduler for Microservices in Heterogenous Clusters
Rohan Mahapatra, Byung Hoon Ahn, Shu-Ting Wang, Hanyang Xu, Hadi Esmaeilzadeh
- Published: 30 May 2022, Last Modified: 05 May 2023
- MLArchSys 2022
- Readers: Everyone

View all 20 publications

Co-Authors

View all 47 co-authors