Scholar
Yi Sheng
Google Scholar ID: SN69Jk0AAAAJ
University of South Florida
Machine learning hardware&software co-design
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Homepage
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Google Scholar
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Citations & Impact
All-time
Citations
194
H-index
8
i10-index
7
Publications
20
Co-authors
10
list available
Contact
Email
sheng1@usf.edu
GitHub
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Publications
3 items
Embodied Foundation Models at the Edge: A Survey of Deployment Constraints and Mitigation Strategies
2026
Cited
0
Beyond One-Way Pruning: Bidirectional Pruning-Regrowth for Extreme Accuracy-Sparsity Tradeoff
2025
Cited
0
A Novel Diffusion Model for Pairwise Geoscience Data Generation with Unbalanced Training Dataset
2025
Cited
0
Resume (English only)
Research Experience
Tenure-track Assistant Professor @ University of South Florida
Background
Tenure-track Assistant Professor at University of South Florida
Co-authors
10 total
Lei Yang
George Mason University
Junhuan Yang
George Mason University
Weiwen Jiang
George Mason University
Jingtong Hu
University of Pittsburgh, ECE
Yiyu Shi
Full Professor, University of Notre Dame
Yawen Wu
Applied Scientist at Amazon AWS AI
Zhepeng Wang
Applied Scientist at Amazon Stores Foundational AI
Tony (Tong) Geng
Assistant Professor, University of Rochester
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