Yi-Hua Chung

Associate Consultant

Madison, Wisconsin, United States3 yrs 5 mos experience
Most Likely To Switch

Key Highlights

  • Expert in GPU acceleration for high-performance computing.
  • Strong background in quantum computing and design automation.
  • Proven track record in parallel computing and algorithm optimization.
Stackforce AI infers this person is a specialist in high-performance computing and quantum technologies.

Contact

Skills

Core Skills

Parallel ComputingHigh Performance Computing (hpc)Arm AssemblyArm Cortex-mQuantum Circuit SimulationInternet Of Things (iot)Python (programming Language)

Other Skills

Raspberry PiCUDA C++C (Programming Language)Heterogeneous ComputingQuantum Annealing SimulationParallel Programming

About

I am a third-year Ph.D. student in the Department of Electrical and Computer Engineering at UW-Madison, advised by Prof. Tsung-Wei (TW) Huang. My research focuses on high-performance computing, parallel computing, and GPU acceleration for design automation problems.

Experience

3 yrs 5 mos
Total Experience
1 yr 8 mos
Average Tenure
2 yrs 10 mos
Current Experience

Synopsys inc

2 roles

Technical Intern

Aug 2024Dec 2024 · 4 mos · Sunnyvale, California, United States

  • R&D Team; EDA Group

Technical Intern

Jun 2024Aug 2024 · 2 mos · Sunnyvale, California, United States

  • R&D Team; EDA Group
  • Leveraging hybrid-computing of CPU-GPU co-processing into the Fusion Compiler tool
  • Accelerating Gate-sizing problem by adopting GPUs in Fusion Compiler tool with 4x-8x compared with 64 cores CPU version

University of wisconsin-madison

Graduate Research Assistant

Aug 2023Present · 2 yrs 10 mos · Madison, Wisconsin, United States · On-site

  • Researched GPU-accelerated testing and verification algorithms, especially on fault simulation
  • Accelerated VLSI routing algorithm utilizing GPU that speeds up the state-of-the-art from 2x to 11x.
  • Researched parallel and heterogeneous gate-sizing algorithms in timing-driven optimization.
Parallel ComputingHigh Performance Computing (HPC)

Academia sinica, taiwan

Full-Time Research Assistant

Aug 2022Mar 2023 · 7 mos · On-site

  • Accelerated big-integer multiplication by adopting the Fast NTT algorithm with warp primitive technique and inline PTX on GPU.
  • Implemented lattice-based cryptosystems, including NTRU and NTRU Prime, on Cortex-A72 and accelerated the program by adopting fast NTT, Toom-Cook algorithm, and Schönhage-Strassen algorithm under the ARMv8-A architecture.
ARM Cortex-MARM Assembly

Performance, applications, and security lab, national taiwan university

Research Study Assistant

Sep 2020Jun 2022 · 1 yr 9 mos · Taipei, Taipei City, Taiwan · Hybrid

  • "Emerging Technology Design Automation in the Post-Moore Era Project," led by Prof. Shih-Hao Hung, Prof. Jie-Hong Roland Jiang, and Prof. Chung-Yang Huang. - Engaging in quantum annealing, quantum simulation, and quantum machine learning for research.
  • Researched quantum-related topics, including quantum annealing, quantum simulation, and quantum machine learning.
  • Led a study group and assisted labmates on large-scale simulated quantum annealing on multi-GPU.
Parallel ComputingQuantum Circuit Simulation

National taiwan university, metl lab

Research Assistant

Jan 2020Aug 2020 · 7 mos · Taipei, Taipei City, Taiwan · Hybrid

  • Advised by Prof. Chen Kang Huang.
  • Constructed a weather box equipped with rainfall prediction, frosting forecast, and lightning detection functions with a wireless connection and built-in decision mode to deliver an early warning message to users to avoid a decrease in profit.
Internet of Things (IoT)Python (Programming Language)

Education

University of Wisconsin-Madison

Doctor's Degree — Electrical and Computer Engineering

Sep 2023Present

National Taiwan University

Master of Science - MS — Graduate Institute of Networking and Multimedia

Feb 2021Jun 2022

National Taiwan University

Bachelor of Engineering - BE — Biomechatronics Engineering

Sep 2016Jan 2021

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