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Shaoyi Huang (shuang59)

Shaoyi Huang

Assistant Professor

Charles V. Schaefer, Jr. School of Engineering and Science

Department of Computer Science

Gateway Center N415

[email protected]

Education

PhD (2024) University of Connecticut (Computer Engineering)

Research

Efficient machine learning algorithm
Algorithm-system co-design for AI acceleration
Large scale machine learning for chip design
Energy efficient privacy preserving machine learning

Professional Service

International Conference on Computer-Aided Design TPC member
International System-on-Chip Conference (SOCC) TPC member
IEEE Cloud Summit 2025 Program Committee Track Chair
International Symposium on Quality Electronic Design (ISQED) TPC member
IEEE COINS TPC member
Design Automation Conference (DAC) TPC member

Appointments

Assistant Professor, Department of Computer Science, Stevens Institute of Technology, 2024 - present

Honors and Awards

Machine Learning and Systems Rising Star, 2024

Professional Societies

Association for Computing Machinery Member

Selected Publications

Conference Proceeding

Journal Article

Mi, Z.; Tan, Q.; Yu, X.; Zhu, Z.; Yuan, G.; Huang, S. (2025). KerZOO: Kernel Function Informed Zeroth-Order Optimization for Accurate and Accelerated LLM Fine-Tuning. CoRR.