Zhe Zhou

According to our database, Zhe Zhou authored at least 24 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Toward CXL-Native Memory Tiering via Device-Side Profiling.

Zhe Zhou, Yiqi Chen, Tao Zhang, Yang Wang, Ran Shu, Shuotao Xu, Peng Cheng, Lei Qu, Yongqiang Xiong, Guangyu Sun

CoRR, 2024

LLM Inference Unveiled: Survey and Roofline Model Insights.

Zhihang Yuan, Yuzhang Shang, Yang Zhou, Zhen Dong, Zhe Zhou, Chenhao Xue, Bingzhe Wu, Zhikai Li, Qingyi Gu, Yong Jae Lee, Yan Yan, Beidi Chen, Guangyu Sun, Kurt Keutzer

CoRR, 2024

NeoMem: Hardware/Software Co-Design for CXL-Native Memory Tiering.

Zhe Zhou, Yiqi Chen, Tao Zhang, Yang Wang, Ran Shu, Shuotao Xu, Peng Cheng, Lei Qu, Yongqiang Xiong, Jie Zhang, Guangyu Sun

Proceedings of the 57th IEEE/ACM International Symposium on Microarchitecture, 2024

A Software-Hardware Co-design Solution for 3D Inner Structure Reconstruction.

Xingchen Li, Zhe Zhou, Qilin Zheng, Guangyu Sun, Qiankun Wang, Chenhao Xue

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

SpecPIM: Accelerating Speculative Inference on PIM-Enabled System via Architecture-Dataflow Co-Exploration.

Cong Li, Zhe Zhou, Size Zheng, Jiaxi Zhang, Yun Liang, Guangyu Sun

Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2024

PIM-DL: Expanding the Applicability of Commodity DRAM-PIMs for Deep Learning via Algorithm-System Co-Optimization.

Cong Li, Zhe Zhou, Yang Wang, Fan Yang, Ting Cao, Mao Yang, Yun Liang, Guangyu Sun

Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2024

2023

FD-CNN: A Frequency-Domain FPGA Acceleration Scheme for CNN-Based Image-Processing Applications.

Xiaoyang Wang, Zhe Zhou, Zhihang Yuan, Jingchen Zhu, Yulong Cao, Yao Zhang, Kangrui Sun, Guangyu Sun

ACM Trans. Embed. Comput. Syst., November, 2023

Energon: Toward Efficient Acceleration of Transformers Using Dynamic Sparse Attention.

Zhe Zhou, Junlin Liu, Zhenyu Gu, Guangyu Sun

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023

Automated Design of Chiplets.

Alberto L. Sangiovanni-Vincentelli, Zheng Liang, Zhe Zhou, Jiaxi Zhang

Proceedings of the 2023 International Symposium on Physical Design, 2023

DIMM-Link: Enabling Efficient Inter-DIMM Communication for Near-Memory Processing.

Zhe Zhou, Cong Li, Fan Yang, Guangyu Sun

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2023

NMExplorer: An Efficient Exploration Framework for DIMM-based Near-Memory Tensor Reduction.

Cong Li, Zhe Zhou, Xingchen Li, Guangyu Sun, Dimin Niu

Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

Polaris: Enhancing CXL-based Memory Expanders with Memory-side Prefetching.

Zhe Zhou, Shuotao Xu, Yiqi Chen, Tao Zhang, Ran Shu, Lei Qu, Peng Cheng, Yongqiang Xiong, Guangyu Sun

Proceedings of the Advanced Parallel Processing Technologies, 2023

2022

PetS: A Unified Framework for Parameter-Efficient Transformers Serving.

Zhe Zhou, Xuechao Wei, Jiejing Zhang, Guangyu Sun

Proceedings of the 2022 USENIX Annual Technical Conference, 2022

GNNear: Accelerating Full-Batch Training of Graph Neural Networks with near-Memory Processing.

Zhe Zhou, Cong Li, Xuechao Wei, Xiaoyang Wang, Guangyu Sun

Proceedings of the International Conference on Parallel Architectures and Compilation Techniques, 2022

2021

GCNear: A Hybrid Architecture for Efficient GCN Training with Near-Memory Processing.

Zhe Zhou, Cong Li, Xuechao Wei, Guangyu Sun

CoRR, 2021

Energon: Towards Efficient Acceleration of Transformers Using Dynamic Sparse Attention.

Zhe Zhou, Junlin Liu, Zhenyu Gu, Guangyu Sun

CoRR, 2021

METRO: A Software-Hardware Co-Design of Interconnections for Spatial DNN Accelerators.

Zhao Wang, Guangyu Sun, Jingchen Zhu, Zhe Zhou, Yijiang Guo, Zhihang Yuan

CoRR, 2021

Rapid Configuration of Asynchronous Recurrent Neural Networks for ASIC Implementations.

Spencer Nelson, Wassim Khalil, SangYun Kim, Jia Di, Zhe Zhou, Zhihang Yuan, Guang-Yu Sun

Proceedings of the 2021 IEEE High Performance Extreme Computing Conference, 2021

BlockGNN: Towards Efficient GNN Acceleration Using Block-Circulant Weight Matrices.

Zhe Zhou, Bizhao Shi, Zhe Zhang, Yijin Guan, Guangyu Sun, Guojie Luo

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

Reconfigurable ASIC Implementation of Asynchronous Recurrent Neural Networks.

Spencer Nelson, Sang Yun Kim, Jia Di, Zhe Zhou, Zhihang Yuan, Guangyu Sun

Proceedings of the 27th IEEE International Symposium on Asynchronous Circuits and Systems, 2021

2020

Edge-Stream: a Stream Processing Approach for Distributed Applications on a Hierarchical Edge-computing System.

Xiaoyang Wang, Zhe Zhou, Ping Han, Tong Meng, Guangyu Sun, Jidong Zhai

Proceedings of the 5th IEEE/ACM Symposium on Edge Computing, 2020

SaFace: Towards Scenario-aware Face Recognition via Edge Computing System.

Zhe Zhou, Bingzhe Wu, Zheng Liang, Guangyu Sun, Chenren Xu, Guojie Luo

Proceedings of the 3rd USENIX Workshop on Hot Topics in Edge Computing, 2020

Hardware-assisted Service Live Migration in Resource-limited Edge Computing Systems.

Zhe Zhou, Xintong Li, Xiaoyang Wang, Zheng Liang, Guangyu Sun, Guojie Luo

Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

2019

Accelerate service live migration in resource-limited edge computing systems.

Zhe Zhou, Xintong Li, Guangyu Sun

Proceedings of the 4th ACM/IEEE Symposium on Edge Computing, 2019