Scholar
Shaoyi Huang
Google Scholar ID: Ybk2L10AAAAJ
Assistant Professor, Stevens Institute of Technology
Deep Learning
Efficient AI
Software hardware co-design
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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
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Publications
20 items
From Patching to Pruning Visual Computation in Vision Language Models
2026
Cited
0
SpectralCache: Accelerating Diffusion-Based World Models via Spectral Feature Caching
2026
Cited
0
Imagine the Future, Internalize the Gist: Efficient VLA Reasoning via Internalized Spatiotemporal Imagination
2026
Cited
0
Sampling via Decision-Flow: Training-Free Extraction of Improved Latent Reasoning Paths in Large Language Models
2026
Cited
0
Different Prompts, Different Ranks: Prompt-aware Dynamic Rank Selection for SVD-based LLM Compression
2026
Cited
0
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
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Resume
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
16 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
Hang Liu
Rutgers, The State University of New Jersey
Ang Li
Pacific Northwest National Laboratory and University of Washington
Shiyang Chen
xAI, Rutgers University
Weiwen Jiang
George Mason University