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Low-Latency PIM Accelerator for Edge LLM Inference 期刊论文
IEEE COMPUTER ARCHITECTURE LETTERS, 2025, 卷号: 24, 期号: 2, 页码: 321-324
作者:  Wang, Xinyu;  Sun, Xiaotian;  Li, Wanqian;  Min, Feng;  Zhang, Xiaoyu;  Zhang, Xinjiang;  Han, Yinhe;  Chen, Xiaoming
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Random access memory  Low latency communication  Engines  Bandwidth  Vectors  Registers  Quantization (signal)  Energy efficiency  Hardware  Computational modeling  Large language model inference  processing-in-memory  edge accelerator  
Pyramid: Accelerating LLM Inference With Cross-Level Processing-in-Memory 期刊论文
IEEE COMPUTER ARCHITECTURE LETTERS, 2025, 卷号: 24, 期号: 1, 页码: 121-124
作者:  Yan, Liang;  Lu, Xiaoyang;  Chen, Xiaoming;  Han, Yinhe;  Sun, Xian-He
收藏  |  浏览/下载：15/0  |  提交时间：2025/06/25
Graphics processing units  Decoding  Computational modeling  Parallel processing  Systolic arrays  Computer architecture  Table lookup  Random access memory  Interpolation  Transformers  Large language models  Processing-in-memory  
In-Memory Computing Accelerator for Iterative Linear Algebra Solvers 期刊论文
IEEE COMPUTER ARCHITECTURE LETTERS, 2025, 卷号: 24, 期号: 1, 页码: 161-164
作者:  Liu, Rui;  Li, Zerun;  Zhang, Xiaoyu;  Chen, Xiaoming;  Han, Yinhe;  Tang, Minghua
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
System-on-chip  Iterative methods  Computer architecture  Registers  Delays  Vectors  In-memory computing  Linear systems  Data transfer  Technological innovation  Computing-in-memory  iterative linear solver  
Exploring the DIMM PIM Architecture for Accelerating Time Series Analysis 期刊论文
IEEE COMPUTER ARCHITECTURE LETTERS, 2025, 卷号: 24, 期号: 1, 页码: 169-172
作者:  Shi, Shunchen;  Yang, Fan;  Li, Zhichun;  Li, Xueqi;  Sun, Ninghui
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Time series analysis  Computer architecture  Pipelines  Hardware  Bandwidth  Indexes  Parallel processing  Data mining  Central Processing Unit  Data transfer  processing in memory  
JANM-IK: Jacobian Argumented Nelder-Mead Algorithm for Inverse Kinematics and its Hardware Acceleration 期刊论文
IEEE COMPUTER ARCHITECTURE LETTERS, 2024, 卷号: 23, 期号: 1, 页码: 45-48
作者:  Yang, Yuxin;  Chen, Xiaoming;  Han, Yinhe
收藏  |  浏览/下载：44/0  |  提交时间：2024/05/20
Robotics  inverse kinematics  Jacobian  nelder-mead  software-hardware co-design  accelerator  
Characterizing and Understanding Defense Methods for GNNs on GPUs 期刊论文
IEEE COMPUTER ARCHITECTURE LETTERS, 2023, 卷号: 22, 期号: 2, 页码: 137-140
作者:  Wu, Meng;  Yan, Mingyu;  Yang, Xiaocheng;  Li, Wenming;  Zhang, Zhimin;  Ye, Xiaochun;  Fan, Dongrui
收藏  |  浏览/下载：56/0  |  提交时间：2023/12/04
Kernel  Purification  Estimation  Graphics processing units  Perturbation methods  Electric breakdown  Training  Graph neural networks  defense  execution semantic  execution pattern  overhead  
Characterizing and Understanding HGNNs on GPUs 期刊论文
IEEE COMPUTER ARCHITECTURE LETTERS, 2022, 卷号: 21, 期号: 2, 页码: 69-72
作者:  Yan, Mingyu;  Zou, Mo;  Yang, Xiaocheng;  Li, Wenming;  Ye, Xiaochun;  Fan, Dongrui;  Xie, Yuan
收藏  |  浏览/下载：68/0  |  提交时间：2022/12/07
Kernel  Semantics  Aggregates  Mercury (metals)  Motion pictures  Graphics processing units  Electric breakdown  Heterogeneous graph neural networks  GNNs  characterization  execution semantic  execution pattern  
LINAC: A Spatially Linear Accelerator for Convolutional Neural Networks 期刊论文
IEEE COMPUTER ARCHITECTURE LETTERS, 2022, 卷号: 21, 期号: 1, 页码: 29-32
作者:  Xiao, Hang;  Xu, Haobo;  Wang, Ying;  Wang, Yujie;  Han, Yinhe
收藏  |  浏览/下载：59/0  |  提交时间：2022/12/07
Linear particle accelerator  Correlation  Kernel  Convolution  Linear regression  System-on-chip  Quantization (signal)  Neural network  acceleration  convolution  linear regression  bit-sparsity  
Accelerating Graph Processing With Lightweight Learning-Based Data Reordering 期刊论文
IEEE COMPUTER ARCHITECTURE LETTERS, 2022, 卷号: 21, 期号: 1, 页码: 5-8
作者:  Zou, Mo;  Zhang, Mingzhe;  Wang, Rujia;  Sun, Xian-He;  Ye, Xiaochun;  Fan, Dongrui;  Tang, Zhimin
收藏  |  浏览/下载：70/0  |  提交时间：2022/12/07
Instruction sets  Computational modeling  Predictive models  Big Data applications  Software  Optimization  Graph processing  reordering technique  learning-based prediction model  
WPC: Whole-Picture Workload Characterization Across Intermediate Representation, ISA, and Microarchitecture 期刊论文
IEEE COMPUTER ARCHITECTURE LETTERS, 2021, 卷号: 20, 期号: 2, 页码: 86-89
作者:  Wang, Lei;  Xiong, Xingwang;  Zhan, Jianfeng;  Gao, Wanling;  Wen, Xu;  Kang, Guoxin;  Tang, Fei
收藏  |  浏览/下载：75/0  |  提交时间：2021/12/01
Microarchitecture  Tools  Measurement  Pipelines  Java  Entropy  Runtime  Whole-picture workload characterization  intermediate representation  ISA  microarchitecture