CV
Curriculum vitae.
Contact Information
| Name | John Hwangyu Cho |
| Professional Title | Ph.D. Student, Electrical and Computer Engineering |
| johnhwangyucho@gmail.com |
Professional Summary
Researcher in computer architecture and systems for secure, efficient machine learning acceleration.
Experience
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2023 - present Purdue University
Graduate Researcher
Networked and Embedded Intelligent Systems Lab
- Profiled bottlenecks in CKKS-based pipelines and improved key operations for practical secure inference.
- Developed architecture-aware optimization methods spanning software kernels and hardware constraints.
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2021 - 2023 Various
Research and Engineering Intern
Systems and Software Projects
- Worked on performance-focused software systems and tooling for ML workflows.
Education
Awards
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2025 DAC Young Fellowship
Design Automation Conference
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2025 Emerging Contributor Award
Academic Program
Publications
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2026 Architecture-Aware Operator Scheduling for Practical CKKS Inference
DAC
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2025 Profiling Bottlenecks in Homomorphic ML Workloads on Modern Accelerators
MICRO
Skills
Research Areas (Advanced): Computer architecture, systems optimization, secure ML, homomorphic encryption, accelerator design
Languages
English : Fluent