Scholar
Shaoyi Huang
Google Scholar ID: Ybk2L10AAAAJ
Assistant Professor, Stevens Institute of Technology
Deep Learning
Efficient AI
Software hardware co-design
Follow
Homepage
↗
Google Scholar
↗
Citations & Impact
All-time
Citations
813
H-index
16
i10-index
20
Publications
20
Co-authors
19
list available
Contact
Email
shaoyi.hiring@gmail.com
CV
Open ↗
GitHub
Open ↗
LinkedIn
Open ↗
Publications
15 items
Distributed Interpretability and Control for Large Language Models
2026
Cited
0
GSR-GNN: Training Acceleration and Memory-Saving Framework of Deep GNNs on Circuit Graph
2026
Cited
0
Effective MoE-based LLM Compression by Exploiting Heterogeneous Inter-Group Experts Routing Frequency and Information Density
2026
Cited
0
Late Breaking Results: Conversion of Neural Networks into Logic Flows for Edge Computing
2026
Cited
0
GROOT: Graph Edge Re-growth and Partitioning for the Verification of Large Designs in Logic Synthesis
2025
Cited
0
Layer-wise Weight Selection for Power-Efficient Neural Network Acceleration
2025
Cited
0
Towards Fast LLM Fine-tuning through Zeroth-Order Optimization with Projected Gradient-Aligned Perturbations
2025
Cited
0
PEL-NAS: Search Space Partitioned Architecture Prompt Co-Evolutionary LLM-driven Hardware-Aware Neural Architecture Search
2025
Cited
0
Load more
Resume (English only)
Academic Achievements
Publications in top-tier venues including HPCA, ASPLOS, SC, ICS, DAC, ICCAD, ACL, ICCV, NeurIPS, and IJCAI
Selected as a Machine Learning and Systems Rising Star 2024
Recipient of the Marion and Frederick Buckman Engineering Fellowship (2024)
Awarded UConn’s Predoctoral Prize for Research Excellence and GE Fellowship for Excellence (2023, 2022)
Received Eversource Energy Graduate Fellowship and Synchrony Fellowship (2022)
Awarded Cigna Graduate Fellowship (2021)
Won DAC'22 Publicity Paper Award for FPGA-based LLM acceleration via sparse attention and dynamic pipelining
Co-PI on an NSF NAIRR Pilot award (2025)
Recipient of Google Cloud Research Credits Program and OpenAI Researcher Access Program (2025)
Papers accepted to ICCAD 2025, ICS 2025, ECAI 2025, and ICML MAS 2025
Serving on TPCs for DAC 2026, ISQED 2026, DATE 2026, ICCAD 2025, IEEE SOCC 2025, and IEEE COINS 2025
Invited keynote speaker at GenAI@Edge Symposium, AAAI 2025 Spring Symposium
Co-authors
19 total
Caiwen Ding
Associate Professor, University of Minnesota - Twin Cities
Hongwu Peng
Researcher @ Adobe Research. Ph.D. from University of Connecticut
Tony (Tong) Geng
Assistant Professor, University of Rochester
Wujie Wen
Associate Professor, Department of Computer Science, NC State University
Co-author 5
Hang Liu
Rutgers, The State University of New Jersey
Co-author 7
Ang Li
Pacific Northwest National Laboratory and University of Washington
×
Welcome back
Sign in to Agora
Welcome back! Please sign in to continue.
Email address
Password
Forgot password?
Continue
Do not have an account?
Sign up