Sheng Di
- cuSZ-i: High-Ratio Scientific Lossy Compression on GPUs with Optimized Multi-Level Interpolation
2023/12/09 by Jinyang Liu, Jiannan Tian, Liu, Jinyang +21 · 7 citations
Computer Science · #Advanced Data Storage Technologies #Parallel Computing and Optimization Techniques #Algorithms and Data Compression
- Exploring Autoencoder-based Error-bounded Compression for Scientific Data
2021/05/25 by Jinyang Liu, Sheng Di, Liu, Jinyang +13 · 2 citations
Computer Science · #Advanced Data Compression Techniques #Advanced Data Storage Technologies #Algorithms and Data Compression #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- Understanding The Effectiveness of Lossy Compression in Machine Learning Training Sets
2024/03/23 by Robert Underwood, Jon C. Calhoun, Underwood, Robert +5 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #C.4 #E.2 #FOS: Computer and information sciences #I.2.6 #Machine Learning (cs.LG) #Neural Networks and Applications
- Optimizing Error-Bounded Lossy Compression for Scientific Data on GPUs
2021/05/27 by Jiannan Tian, Tian, Jiannan, Sheng Di +17 · 2 citations
Computer Science · #Advanced Data Storage Technologies #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
- Black-Box Statistical Prediction of Lossy Compression Ratios for Scientific Data
2023/05/15 by Robert Underwood, Underwood, Robert, Julie Bessac +9 · 2 citations
Computer Science · #Advanced Data Storage Technologies #Algorithms and Data Compression #Distributed #FOS: Computer and information sciences #Information Theory (cs.IT) #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
- Improving Prediction-Based Lossy Compression Dramatically via Ratio-Quality Modeling
2021/11/18 by Sian Jin, Sheng Di, Jin, Sian +9 · 1 citation
Computer Science · Decision Sciences · #Advanced Data Storage Technologies #Databases (cs.DB) #Distributed #FOS: Computer and information sciences #Parallel #Parallel Computing and Optimization Techniques #Scientific Computing and Data Management #and Cluster Computing (cs.DC)
- Can Tensor Cores Benefit Memory-Bound Kernels? (No!)
2025/02/24 by Lingqi Zhang, Jiajun Huang, Zhang, Lingqi +7 · 2 citations
Computer Science · Mathematics · #Computational Physics and Python Applications #Distributed #FOS: Computer and information sciences #Parallel #Performance (cs.PF) #Tensor decomposition and applications #and Cluster Computing (cs.DC)
- TurboFFT: Co-Designed High-Performance and Fault-Tolerant Fast Fourier Transform on GPUs
2024/12/08 by Shixun Wu, Yujia Zhai, Wu, Shixun +15 · 2 citations
Computer Science · Engineering · #Image and Signal Denoising Methods #Sparse and Compressive Sensing Techniques #Optical Systems and Laser Technology
- LCP: Enhancing Scientific Data Management with Lossy Compression for Particles
2024/11/01 by Longtao Zhang, Ruoyu Li, Zhang, Longtao +23 · 2 citations
Computer Science · #Advanced Data Storage Technologies #Databases (cs.DB) #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- FedSZ: Leveraging Error-Bounded Lossy Compression for Federated Learning Communications
2023/12/20 by Grant Wilkins, Wilkins, Grant, Sheng Di +11 · 1 citation
Computer Science · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Advanced Neural Network Applications
- IPComp: Interpolation Based Progressive Lossy Compression for Scientific Applications
2025/02/06 by Zhuoxun Yang, Yang, Zhuoxun, Sheng Di +15 · 2 citations
Computer Science · Decision Sciences · #Advanced Data Storage Technologies #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Parallel #Scientific Computing and Data Management #and Cluster Computing (cs.DC)
- An Error-Bounded Lossy Compression Method with Bit-Adaptive Quantization for Particle Data
2024/04/03 by Congrong Ren, Sheng Di, Ren, Congrong +7 · 1 citation
Computer Science · #Advanced Data Compression Techniques #Blind Source Separation Techniques #FOS: Computer and information sciences #FOS: Physical sciences #Graphics (cs.GR) #Image and Signal Denoising Methods #Information Theory (cs.IT) #Instrumentation and Methods for Astrophysics (astro-ph.IM)
- AMRIC: A Novel In Situ Lossy Compression Framework for Efficient I/O in Adaptive Mesh Refinement Applications
2023/07/13 by Daoce Wang, Jesus Pulido, Wang, Daoce +25 · 1 citation
Computer Science · #Advanced Data Storage Technologies #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
- 3D Gaussian Splatting for Scientific Particle Data Compression and Rendering
2026/07/24 by Bo Jiang, Youyuan Liu, Taolue Yang +2
#cs.GR #cs.DC