Dong Li
University of California, Merced
H-index: 31
North America-United States
Top articles of Dong Li
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Enabling Large Dynamic Neural Network Training with Learning-based Memory Management | Jie Ren Dong Xu Shuangyan Yang Jiacheng Zhao Zhicheng Li | 2024/3/2 | |
Auto-HPCnet: An Automatic Framework to Build Neural Network-based Surrogate for High-Performance Computing Applications | Wenqian Dong Gokcen Kestor Dong Li | 2023/8/7 | |
A heterogeneous processing-in-memory approach to accelerate quantum chemistry simulation | Parallel Computing | Zeshi Liu Zhen Xie Wenqian Dong Mengting Yuan Haihang You | 2023/7/1 |
Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness | Zhen Xie Jie Liu Jiajia Li Dong Li | 2023/2/25 | |
Betty: Enabling large-scale gnn training with batch-level graph partitioning | Shuangyan Yang Minjia Zhang Wenqian Dong Dong Li | 2023/1/27 | |
Large scale caching and streaming of training data for online deep learning | Jie Liu Bogdan Nicolae Dong Li Justin M Wozniak Tekin Bicer | 2022/7/1 | |
LB-HM: load balance-aware data placement on heterogeneous memory for task-parallel HPC applications | Zhen Xie Jie Liu Sam Ma Jiajia Li Dong Li | 2022/4/2 | |
Campo:{Cost-Aware} performance optimization for {Mixed-Precision} neural network training | Xin He Jianhua Sun Hao Chen Dong Li | 2022 | |
Lobster: Load balance-aware i/o for distributed dnn training | Jie Liu Bogdan Nicolae Dong Li | 2022/8/29 | |
Tahoe: tree structure-aware high performance inference engine for decision tree ensemble on GPU | Zhen Xie Wenqian Dong Jiawen Liu Hang Liu Dong Li | 2021/4/21 | |
Athena: High-performance sparse tensor contraction sequence on heterogeneous memory | Jiawen Liu Dong Li Roberto Gioiosa Jiajia Li | 2021/6/3 | |
{ArchTM}:{Architecture-Aware}, high performance transaction for persistent memory | Kai Wu Jie Ren Ivy Peng Dong Li | 2021 | |
Fast, flexible, and comprehensive bug detection for persistent memory programs | Bang Di Jiawen Liu Hao Chen Dong Li | 2021/4/19 | |
MD-HM: memoization-based molecular dynamics simulations on big memory system | Zhen Xie Wenqian Dong Jie Liu Ivy Peng Yanbao Ma | 2021/6/3 | |
Unimem: Runtime data management on non-volatile memory-based heterogeneous main memory for high performance computing | Journal of Computer Science and Technology | Kai Wu Dong Li | 2021/1 |
Trust: Triangle Counting Reloaded on GPUs | IEEE Transactions on Parallel and Distributed Systems | Santosh Pandey Zhibin Wang Sheng Zhong Chen Tian Bolong Zheng | 2021/3/9 |
Enabling energy-efficient DNN training on hybrid GPU-FPGA accelerators | Xin He Jiawen Liu Zhen Xie Hao Chen Guoyang Chen | 2021/6/3 | |
{Zero-offload}: Democratizing {billion-scale} model training | Jie Ren Samyam Rajbhandari Reza Yazdani Aminabadi Olatunji Ruwase Shuangyan Yang | 2021 | |
Sentinel: Efficient tensor migration and allocation on heterogeneous memory systems for deep learning | Jie Ren Jiaolin Luo Kai Wu Minjia Zhang Hyeran Jeon | 2021/2/27 | |
TLB-pilot: Mitigating TLB Contention Attack on GPUs with Microarchitecture-Aware Scheduling | ACM Transactions on Architecture and Code Optimization (TACO) | Bang Di Daokun Hu Zhen Xie Jianhua Sun Hao Chen | 2021/12/6 |
Co-Authors
