CV
See my full CV in the right PDF.
General Information
Full Name | Yu-Cheng (Peter) Wu |
Languages | Chinese, English |
Interests | Efficient AI, ML for CAD & CAD for ML Systems |
Education
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2019 - 2023 Bachelor of Science in Engineering
Dept. of Electrical Engineering, National Taiwan University (NTU), Taipei, Taiwan - Last-60-credit GPA - 4.19/4.3 (3.99/4.0)
- Cumulative GPA - 3.99/4.3 (3.87/4.0)
Experience
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2022 - 2023 Research Assistant, Undergraduate Researcher
Cyber-Physical Systems Lab, NTU - Advised by Prof. Chung-Wei Lin.
- Automated design space exploration for Cyber-Physical Systems complying with Time-Sensitive Networking by deep reinforcement learning.
- The first-authored paper is accepted to the 2024 ATVA.
- Assisted in another work about distributed task-offloading for vehicular edge computing.
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2021 - 2023 Undergraduate Researcher
Access IC Lab, NTU - Advised by Prof. An-Yeu (Andy) Wu, IEEE Fellow.
- Enabled energy-aware and dynamic deep learning inference on hybrid Near/In-Memory Computing architecture by deep reinforcement learning.
- Published the first-authored paper at the 2023 IEEE SOCC with oral presentation.
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2022 Intern Software Engineer
Conformal ECO Team, Cadence, Hsinchu, Taiwan - Optimized the Conformal ECO designer, which supports RTL engineering change orders for pre/post-mask designs.
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2020 - 2022 Undergraduate Researcher
Applied Logic and Computation Lab, NTU - Advised by Prof. Jie-Hong Roland Jiang.
- Researched binary-encoding-based output layer dimension reduction for Deep Neural Networks.
- Researched circuit synthesis methodology based on stochastic computing for Deep Neural Networks.
Honors
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2022 - Finalist of NSTC Research Grant for University Students
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2017 - Regional Representative for APMO
Extracurricular Activities
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2019 - 2023 Captain in 2021/2022, Member
Varsity Male Badminton Team, NTU - Created a database system in collaboration with the School of Physical Therapy for training customization and injury prevention.
- Led the team to the 2021 National Intercollegiate Athletic Games semi-finals.
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2019 Technical Volunteer
Taiwan Association for Visually Impaired People, New Taipei City, Taiwan - Created a deep-learning-based system to convert physical books to audiobooks for visually impaired students.