Scholar
Yupeng Su
Google Scholar ID: zZ8lS-UAAAAJ
UC Santa Barbara
Efficient LLMs
Edge Deployment
Quantization
Sparsity
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Citations & Impact
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Citations
76
H-index
3
i10-index
2
Publications
5
Co-authors
5
list available
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Publications
8 items
MuonQ: Enhancing Low-Bit Muon Quantization via Directional Fidelity Optimization
2026
Cited
0
RankGuide: Tensor-Rank-Guided Routing and Steering for Efficient Reasoning
2026
Cited
0
Muon$^2$: Boosting Muon via Adaptive Second-Moment Preconditioning
2026
Cited
0
TEON: Tensorized Orthonormalization Beyond Layer-Wise Muon for Large Language Model Pre-Training
2026
Cited
0
PTQTP: Post-Training Quantization to Trit-Planes for Large Language Models
2025
Cited
0
InfiJanice: Joint Analysis and In-situ Correction Engine for Quantization-Induced Math Degradation in Large Language Models
2025
Cited
0
Quantization Meets Reasoning: Exploring LLM Low-Bit Quantization Degradation for Mathematical Reasoning
2025
Cited
0
LLM-Barber: Block-Aware Rebuilder for Sparsity Mask in One-Shot for Large Language Models
arXiv.org · 2024
Cited
2
Resume (English only)
Co-authors
5 total
Ngai Wong (Sam)
Associate Professor of Electrical and Electronic Engineering, The University of Hong Kong
Hao Yu （余浩）
SUSTech（南方科技大学）
Co-author 3
Hongxia Yang
Professor, HK Polytechnic University
Xiaoqun Liu
Michigan State University
