Keren Zhou
George Mason University(US)
Publications by Year
Research Areas
Parallel Computing and Optimization Techniques, Advanced Data Storage Technologies, Distributed and Parallel Computing Systems, Cloud Computing and Resource Management, Advanced Neural Network Applications
Most-Cited Works
- → PyTorch 2: Faster Machine Learning Through Dynamic Python Bytecode Transformation and Graph Compilation(2024)509 cited
- → Understanding the GPU Microarchitecture to Achieve Bare-Metal Performance Tuning(2017)60 cited
- → Tools for top-down performance analysis of GPU-accelerated applications(2020)23 cited
- → GVPROF: A Value Profiler for GPU-Based Clusters(2020)23 cited
- → A performance analysis framework for exploiting GPU microarchitectural capability(2017)18 cited
- → ValueExpert: exploring value patterns in GPU-accelerated applications(2022)17 cited
- → GPA: A GPU Performance Advisor Based on Instruction Sampling(2021)16 cited
- → IMMEDIATE RESPONSES OF CYST NEMATODE, SOIL-BORNE PATHOGENS AND SOYBEAN YIELD TO ONE-SEASON CROP DISTURBANCE AFTER CONTINUOUS SOYBEAN IN NORTHEAST CHINA(2013)13 cited
- → DrGPUM: Guiding Memory Optimization for GPU-Accelerated Applications(2023)12 cited
- → An Automated Tool for Analysis and Tuning of GPU-Accelerated Code in HPC Applications(2021)11 cited