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Guanpeng Li

Associate Professor · Department of Electrical & Computer Engineering

University of Florida · United States
HPC Fault ToleranceData ReductionSafety of Autonomous Driving SystemsAI Dependability

About

Guanpeng Li is an Associate Professor in the Department of Electrical and Computer Engineering at the University of Florida. His research focuses on high-performance computing fault tolerance, data reduction, safety of autonomous driving systems, and AI dependability.

Selected publications

  • You Only Spectralize Once: Taking a Spectral Detour to Accelerate Graph Neural Network
  • Lossy Parallel Visualization of Large-Scale Volume Data with Error-Bounded Image Compositing
  • Deploying Lightweight Selective Instruction Duplication for HPC Applications
  • lsCOMP: Efficient Light Source Compression
  • GPU Lossy Compression for HPC Can Be Versatile and Ultra-fast
  • Pushing the Limits of GPU Lossy Compression: A Hierarchical Delta Approach
  • A Survey on Error-bounded Lossy Compression for Scientific Datasets
  • Modeling Rate-Distortion for Endpoint-Aware Lossy Compression in Scientific Data Transfer

Data verified 9/6/2026Source

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