Experiences

Research Experience

• GREEN Lab - Georgia Institiute of Technology (Jan 2025 - Present)
  Graduate Teaching Assistant (Advisor: Prof. Saibal Mukhopadhyay)

• GTCAD Lab - Georgia Institiute of Technology (Agu 2023 - Jan 2024)
  Graduate Research Assistant (Advisor: Prof. Sung Kyu Lim)

• Lab for Informatics, Communications and Systems - Korea Univ (Mar 2022 - Dec 2022)
  Undergraduate Student Intern (Advisor: Prof. Sang Hyun Lee)

Work Experience

• Micron - Boise, ID
  Position: Compute Pathfinding Research Intern
  Period: May 2026 - Aug 2026

• Georgia Institute of Technology - Atlanta, Georgia
  Position: Teaching Assistant
  Programming HW/SW System (May 2025 - Aug 2025)
  DSP Hardware System Design (Jan 2025 - May 2025)

• Republic of Korea Air Force (Apr 2020 – Oct 2022)
  SW Development Soldier

Projects

Processing-in-DRAM Architecture

Micron Technology (Jan 2025 - Present)

Subject: Co-designed a configurable Processing-in-DRAM architecture targeting memory-bound AI workloads, focusing on disaggregated compute–memory resources

Psysical Designs for 3D Integrated Circuit

Taiwan Semiconductor Manufacturing Company (TSMC) (Agu 2023 - Jan 2024)

Subject: Heterogeneous Monolithic/F2F 3D IC Design for Near-memory and In-memory ML Accelerators

Oak Ridge National Laboratory (Dec 2023 - Dec 2024)

Subject: Deep Codesign of an Energy-Optimized, High-Performance Neuromorhpic Accelerator

Samsung Advanced Institute of Technology (May 2024 - Dec 2024)

Subject: System-level Evaluation of Monolithic 3D ICs Based on 2D Materials Transistors and Remote Epitaxy

Publication

• Junyoung Hwang, Han Cho, and Saibal Mukhopadhyay. "SONIC: Static Schedule Orchestrated Network-centric Interconnect for Memory-Compute Architectures" International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS). (Submitted)

• Yong Hun Jang, Junyoung Hwang, Wookjin Lee, Hee Soo Kim, Sang Hyun Lee. "A Unified Quantum Framework for Assignment Optimization in Network Administration" IEEE Communications Magazine, 2025. (Early Access)

• Boxun Xu, Junyoung Hwang, Pruek Vanna-iampikul, Sung Kyu Lim and Peng Li. "3D Acceleration for Mixture-of-Experts and Multi-Head Attention Spiking Transformers with Dynamic Head Pruning" IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 2025. (Best Paper Nominated)

• Boxun Xu, Junyoung Hwang, Pruek Vanna-iampikul, Sung Kyu Lim and Peng Li. "Spiking Transformer Hardware Accelerators in 3D Integration" IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 2024. (Best Paper Nominated)

Education

• M.S., Ph.D in Electrical and Computer Engineering, Georgia Institiute of Technology (Aug 2023 - Present)
  Advisor : Prof. Saibal Mukhopadhyay
• B.S. in Electrical Engineering, Korea University (2017 - 2023)
• Hansung Science High School (2014 - 2017)