Tao, Dingwen

1. SZ3: A Modular Framework for Composing Prediction-Based Error-Bounded Lossy Compressors
   2021/11/04 by Liang, Xin, Zhao, Kai, Di, Sheng +9 · 12 citations
   #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
2. cuSZ-i: High-Ratio Scientific Lossy Compression on GPUs with Optimized Multi-Level Interpolation
   2023/12/09 by Jinyang Liu, Liu, Jinyang, Jiannan Tian +21 · 9 citations
   Computer Science · #Advanced Data Storage Technologies #Parallel Computing and Optimization Techniques #Algorithms and Data Compression
3. MGARD+: Optimizing Multilevel Methods for Error-bounded Scientific Data Reduction
   2020/10/12 by Xin Liang, Liang, Xin, Ben Whitney +19 · 4 citations
   Computer Science · #Advanced Data Compression Techniques #Advanced Data Storage Technologies #Algorithms and Data Compression #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
4. A Survey on Error-Bounded Lossy Compression for Scientific Datasets
   2024/04/03 by Di, Sheng, Liu, Jinyang, Zhao, Kai +23 · 9 citations
   #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
5. FCBench: Cross-Domain Benchmarking of Lossless Compression for Floating-Point Data
   2023/12/16 by Xinyu Chen, Jiannan Tian, Chen, Xinyu +11 · 6 citations
   Computer Science · #Advanced Data Storage Technologies #Parallel Computing and Optimization Techniques #Advanced Database Systems and Queries
6. RTMobile: Beyond Real-Time Mobile Acceleration of RNNs for Speech Recognition
   2020/02/19 by Peiyan Dong, Siyue Wang, Dong, Peiyan +19 · 4 citations
   Computer Science · #Advanced Neural Network Applications #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Neural Networks and Applications #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
7. Exploring Autoencoder-based Error-bounded Compression for Scientific Data
   2021/05/25 by Jinyang Liu, Sheng Di, Liu, Jinyang +13 · 4 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)
8. Optimizing Error-Bounded Lossy Compression for Scientific Data on GPUs
   2021/05/27 by Jiannan Tian, Sheng Di, Tian, Jiannan +17 · 3 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)
9. Optimizing Lossy Compression Rate-Distortion from Automatic Online Selection between SZ and ZFP
   2018/06/23 by Tao, Dingwen, Di, Sheng, Liang, Xin +2 · 2 citations
   #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
10. SDP4Bit: Toward 4-bit Communication Quantization in Sharded Data Parallelism for LLM Training
    2024/10/20 by Jinda Jia, Cong Xie, Jia, Jinda +19 · 5 citations
    Computer Science · #Advanced Data Storage Technologies #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
11. In-Depth Exploration of Single-Snapshot Lossy Compression Techniques for N-Body Simulations
    2017/11/10 by Tao, Dingwen, Di, Sheng, Chen, Zizhong +1 · 1 citation
    #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
12. SZx: an Ultra-fast Error-bounded Lossy Compressor for Scientific Datasets
    2022/01/31 by Yu, Xiaodong, Di, Sheng, Zhao, Kai +4 · 2 citations
    #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
13. Revisiting Huffman Coding: Toward Extreme Performance on Modern GPU Architectures
    2020/10/20 by Jiannan Tian, Cody Rivera, Tian, Jiannan +11 · 1 citation
    Computer Science · #Advanced Data Compression Techniques #Advanced Image and Video Retrieval Techniques #Algorithms and Data Compression #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
14. Characterizing Impacts of Storage Faults on HPC Applications: A Methodology and Insights
    2021/05/27 by Bo Fang, Fang, Bo, Daoce Wang +15 · 1 citation
    Computer Science · #Advanced Data Storage Technologies #Distributed #Distributed systems and fault tolerance #FOS: Computer and information sciences #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
15. COMET: A Novel Memory-Efficient Deep Learning Training Framework by Using Error-Bounded Lossy Compression
    2021/11/18 by Jin, Sian, Zhang, Chengming, Jiang, Xintong +5 · 1 citation
    #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
16. Optimizing Huffman Decoding for Error-Bounded Lossy Compression on GPUs
    2022/01/22 by Cody Rivera, Rivera, Cody, Sheng Di +9 · 1 citation
    Computer Science · #Advanced Data Compression Techniques #Advanced Data Storage Technologies #Algorithms and Data Compression #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
17. 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)
18. Accelerating Parallel Write via Deeply Integrating Predictive Lossy Compression with HDF5
    2022/06/29 by Jin, Sian, Tao, Dingwen, Tang, Houjun +4 · 1 citation
    #Distributed #FOS: Computer and information sciences #Parallel #Performance (cs.PF) #and Cluster Computing (cs.DC)
19. ElasticMM: Efficient Multimodal LLMs Serving with Elastic Multimodal Parallelism
    2025/07/14 by Liu, Zedong, Shenggan Cheng, Cheng, Shenggan +6 · 3 citations
    Computer Science · Engineering · #Distributed #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Machine Learning (cs.LG) #Parallel #Speech Recognition and Synthesis #Vehicle License Plate Recognition #and Cluster Computing (cs.DC)
20. FastCLIP: A Suite of Optimization Techniques to Accelerate CLIP Training with Limited Resources
    2024/07/01 by Xiyuan Wei, Fanjiang Ye, Wei, Xiyuan +11 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Educational Technology and Assessment #FOS: Computer and information sciences #Machine Learning (cs.LG)
21. 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)
22. GWLZ: A Group-wise Learning-based Lossy Compression Framework for Scientific Data
    2024/04/20 by Wenqi Jia, Jia, Wenqi, Sian Jin +9 · 1 citation
    Computer Science · Decision Sciences · #Advanced Database Systems and Queries #Data Mining Algorithms and Applications #Scientific Computing and Data Management
23. 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)