Xinfeng Xie
University of California, Santa Barbara
H-index: 13
North America-United States
Top articles of Xinfeng Xie
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
MPU: Memory-Centric SIMT Processor via In-DRAM Near-Bank Computing | ACM Transactions on Architecture and Code Optimization | Xinfeng Xie Peng Gu Yufei Ding Dimin Niu Hongzhong Zheng | 2023 |
A Transferable Approach for Partitioning Machine Learning Models on Multi-Chip-Modules | Proceedings of Machine Learning and Systems | Xinfeng Xie Prakash Prabhu Ulysse Beaugnon Phitchaya Phothilimthana Sudip Roy | 2022/4/22 |
Efficient In-DRAM Near-Bank Processing for Emerging Parallel Computing Workloads | Xinfeng Xie | 2022 | |
Rubik: A hierarchical architecture for efficient graph neural network training | IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems | Xiaobing Chen Yuke Wang Xinfeng Xie Xing Hu Abanti Basak | 2021/5/11 |
MPU: Towards Bandwidth-abundant SIMT Processor via Near-bank Computing | arXiv preprint arXiv:2103.06653 | Xinfeng Xie Peng Gu Yufei Ding Dimin Niu Hongzhong Zheng | 2021/3/11 |
SpaceA: Sparse Matrix Vector Multiplication on Processing-in-Memory Accelerator | Xinfeng Xie Zheng Liang Peng Gu Abanti Basak Lei Deng | 2021/2/27 | |
MPU-Sim: A Simulator for In-DRAM Near-Bank Processing Architectures | IEEE Computer Architecture Letters | Xinfeng Xie Peng Gu Jiayi Huang Yufei Ding Yuan Xie | 2021/12/15 |
SEALing Neural Network Models in Encrypted Deep Learning Accelerators | Pengfei Zuo Yu Hua Ling Liang Xinfeng Xie Xing Hu | 2021/12/5 | |
SAGA-Bench: Software and Hardware Characterization of Streaming Graph Analytics Workloads | Abanti Basak Jilan Lin Ryan Lorica Xinfeng Xie Zeshan Chishti | 2020/8/23 | |
iPIM: Programmable In-Memory Image Processing Accelerator Using Near-Bank Architecture | Peng Gu Xinfeng Xie Yufei Ding Guoyang Chen Weifeng Zhang | 2020/5/30 | |
DeepSniffer: A DNN Model Extraction Framework Based on Learning Architectural Hints | Xing Hu Ling Liang Shuangchen Li Lei Deng Pengfei Zuo | 2020/3/9 | |
NNBench-X: A Benchmarking Methodology for Neural Network Accelerator Designs | ACM Transactions on Architecture and Code Optimization (TACO) | Xinfeng Xie Xing Hu Peng Gu Shuangchen Li Yu Ji | 2020/11/10 |
DLUX: A LUT-based near-bank accelerator for data center deep learning training workloads | IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems | Peng Gu Xinfeng Xie Shuangchen Li Dimin Niu Hongzhong Zheng | 2020/9/2 |
Co-Authors
