Yi Sheng
Scholar

Yi Sheng

Google Scholar ID: SN69Jk0AAAAJ
University of South Florida
Machine learning hardware&software co-design
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
194
 
H-index
8
 
i10-index
7
 
Publications
20
 
Co-authors
10
list available
Contact
Emailsheng1@usf.eduGitHubOpen ↗
Publications
4 items
HadAgent: Harness-Aware Decentralized Agentic AI Serving with Proof-of-Inference Blockchain Consensus
2026
Cited
0
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
Lei Yang
George Mason University
Junhuan Yang
Junhuan Yang
George Mason University
Weiwen Jiang
Weiwen Jiang
George Mason University
Jingtong Hu
Jingtong Hu
University of Pittsburgh, ECE
Yiyu Shi
Yiyu Shi
Full Professor, University of Notre Dame
Yawen Wu
Yawen Wu
Applied Scientist at Amazon AWS AI
Zhepeng Wang
Zhepeng Wang
Applied Scientist at Amazon Stores Foundational AI
Tony (Tong) Geng
Tony (Tong) Geng
Assistant Professor, University of Rochester