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Minxuan Zhou
Publication Activity (10 Years)
Years Active: 2016-2023
Publications (10 Years): 22
Top Topics
Memory Space
Approximate Nearest Neighbor Search
Kd Tree
Cache Management
Top Venues
ISLPED
DAC
DATE
CoRR
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Publications
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Weihong Xu
,
Junwei Chen
,
Po-Kai Hsu
,
Jaeyoung Kang
,
Minxuan Zhou
,
Sumukh Pinge
,
Shimeng Yu
,
Tajana Rosing
Proxima: Near-storage Acceleration for Graph-based Approximate Nearest Neighbor Search in 3D NAND.
CoRR
(2023)
Minxuan Zhou
,
Yujin Nam
,
Pranav Gangwar
,
Weihong Xu
,
Arpan Dutta
,
Kartikeyan Subramanyam
,
Chris Wilkerson
,
Rosario Cammarota
,
Saransh Gupta
,
Tajana Rosing
FHEmem: A Processing In-Memory Accelerator for Fully Homomorphic Encryption.
CoRR
(2023)
Minxuan Zhou
,
Xuan Wang
,
Tajana Rosing
OverlaPIM: Overlap Optimization for Processing In-Memory Neural Network Acceleration.
DATE
(2023)
Xiaofan Yu
,
Minxuan Zhou
,
Fatemeh Asgarinejad
,
Onat Güngör
,
Baris Aksanli
,
Tajana Rosing
Lightning Talk: Private and Secure Edge AI with Hyperdimensional Computing.
DAC
(2023)
Yujin Nam
,
Minxuan Zhou
,
Saransh Gupta
,
Gabrielle De Micheli
,
Rosario Cammarota
,
Chris Wilkerson
,
Daniele Micciancio
,
Tajana Rosing
Efficient Machine Learning on Encrypted Data Using Hyperdimensional Computing.
ISLPED
(2023)
Minxuan Zhou
,
Weihong Xu
,
Jaeyoung Kang
,
Tajana Rosing
TransPIM: A Memory-based Acceleration via Software-Hardware Co-Design for Transformer.
HPCA
(2022)
Yizhou Wei
,
Minxuan Zhou
,
Sihang Liu
,
Korakit Seemakhupt
,
Tajana Rosing
,
Samira Manabi Khan
PIMProf: An Automated Program Profiler for Processing-in-Memory Offloading Decisions.
DATE
(2022)
Jaeyoung Kang
,
Minxuan Zhou
,
Abhinav Bhansali
,
Weihong Xu
,
Anthony Thomas
,
Tajana Rosing
RelHD: A Graph-based Learning on FeFET with Hyperdimensional Computing.
ICCD
(2022)
Yeseong Kim
,
Mohsen Imani
,
Saransh Gupta
,
Minxuan Zhou
,
Tajana Simunic Rosing
Massively Parallel Big Data Classification on a Programmable Processing In-Memory Architecture.
ICCAD
(2021)
Minxuan Zhou
,
Lingxi Wu
,
Muzhou Li
,
Niema Moshiri
,
Kevin Skadron
,
Tajana Rosing
Ultra Efficient Acceleration for De Novo Genome Assembly via Near-Memory Computing.
PACT
(2021)
Minxuan Zhou
,
Mohsen Imani
,
Yeseong Kim
,
Saransh Gupta
,
Tajana Rosing
DP-Sim: A Full-stack Simulation Infrastructure for Digital Processing In-Memory Architectures.
ASP-DAC
(2021)
Minxuan Zhou
,
Muzhou Li
,
Mohsen Imani
,
Tajana Rosing
HyGraph: Accelerating Graph Processing with Hybrid Memory-centric Computing.
DATE
(2021)
Minxuan Zhou
,
Guoyang Chen
,
Mohsen Imani
,
Saransh Gupta
,
Weifeng Zhang
,
Tajana Rosing
PIM-DL: Boosting DNN Inference on Digital Processing In-Memory Architectures via Data Layout Optimizations.
PACT
(2021)
Xiao Liu
,
Minxuan Zhou
,
Rachata Ausavarungnirun
,
Sean Eilert
,
Ameen Akel
,
Tajana Rosing
,
Vijaykrishnan Narayanan
,
Jishen Zhao
FPRA: A Fine-grained Parallel RRAM Architecture.
ISLPED
(2021)
Minxuan Zhou
,
Yunhui Guo
,
Weihong Xu
,
Bin Li
,
Kevin W. Eliceiri
,
Tajana Rosing
MAT: Processing In-Memory Acceleration for Long-Sequence Attention.
DAC
(2021)
Mohsen Imani
,
Saikishan Pampana
,
Saransh Gupta
,
Minxuan Zhou
,
Yeseong Kim
,
Tajana Rosing
DUAL: Acceleration of Clustering Algorithms using Digital-based Processing In-Memory.
MICRO
(2020)
Minxuan Zhou
,
Andreas Prodromou
,
Rui Wang
,
Hailong Yang
,
Depei Qian
,
Dean M. Tullsen
Temperature-Aware DRAM Cache Management - Relaxing Thermal Constraints in 3-D Systems.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
39 (10) (2020)
Minxuan Zhou
,
Mohsen Imani
,
Saransh Gupta
,
Yeseong Kim
,
Tajana Rosing
GRAM: graph processing in a ReRAM-based computational memory.
ASP-DAC
(2019)
Minxuan Zhou
,
Mohsen Imani
,
Saransh Gupta
,
Tajana Rosing
Thermal-Aware Design and Management for Search-based In-Memory Acceleration.
DAC
(2019)
Mohsen Imani
,
Saransh Gupta
,
Yeseong Kim
,
Minxuan Zhou
,
Tajana Rosing
DigitalPIM: Digital-based Processing In-Memory for Big Data Acceleration.
ACM Great Lakes Symposium on VLSI
(2019)
Minxuan Zhou
,
Mohsen Imani
,
Saransh Gupta
,
Tajana Rosing
GAS: A Heterogeneous Memory Architecture for Graph Processing.
ISLPED
(2018)
Kun Cheng
,
Yuebin Bai
,
Yongwang Zhao
,
Yao Ma
,
Duo Lu
,
Yuanfeng Peng
,
Minxuan Zhou
M: A novel approach to boost inter-VM network performance for Xen-based HVMs.
J. Syst. Softw.
114 (2016)