Work Experience
Graduate Research Assistant, Department of Electrical and Computer Engineering, University of Wisconsin-Madison. 2023/08-present
- Led by Prof. Tsung-Wei (TW) Huang
- Developed SimPart, a simple yet effective GPU-accelerated graph partitioner, achieving 23× faster partitioning and 1.58× faster GPU logic simulation runtime over the state-of-the-art partitioner.
- Developed a C++ equality saturation framework for compiler optimization to enable large-scale program transformations.
Technical Internship, R&D Team, EDA Group, Synopsys - Sunnyvale. 2024/06-2024/12
- Developed GPU-parallel kernel algorithms, achieving 38.13× speedup over a 16-core CPU industrial sizer.
- Integrated GPU kernels into a Synopsys EDA tool to enable heterogeneous CPU–GPU co-processing for gate sizing.
- Research results accepted for publication: "Accelerating Gate Sizing using GPU," Euro-Par PhD Symposium 2025.
Full-Time Research Assistant, Institute of Information Science, Academia Sinica. 2022/08-2023/03
- Led by Prof. Bo-Yin Yang, Prof. Daniel J. Bernstein, and Prof. Tanja Lange
- Developed GPU-accelerated big-integer multiplication with NVIDIA-level performance for post-quantum cryptosystems.
- Accelerated NTRU and NTRU Prime lattice-based cryptosystems on Cortex-A72 with vectorized polynomial multipliers, achieving up to 6.7× faster multiplications and 7.67× faster key generation compared to state-of-the-art.
Research Assistant, “Emerging Technology Design Automation in the Post-Moore Era” Project, National Taiwan University. 2021/07-2022/08
- Led by Prof. Shih-Hao Hung, Prof. Jie-Hong Roland Jiang, and Prof. Chung-Yang Huang
- Accelerated simulated quantum annealing on a GPU, achieving up to 86.6× speedup over the state-of-the-art.
- Developed an NVM-based quantum circuit simulator and a circuit scheduler, achieving 1.2× speedup over the QuEST simulator.
- Led a study group and assisted labmates on large-scale simulated quantum annealing on multi-GPUs.
Research Assistant, Mass and Energy Transfer Lab, National Taiwan University. 2020/01-2020/08
- Led 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.
Teaching Assistant, Department of Computer Science and Information Engineering, National Taiwan University. 2021/09-2022/01
- Course: Computer Architecture; Opened by Prof. Shih-Hao Hung