Minxuan Zhou

Illinois Institute of Technology — United States

Engineering · Physical Sciences

10h-index448citations48works1.12yr avg
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Research Topics

Advanced Memory and Neural Computing(19), Ferroelectric and Negative Capacitance Devices(15), Parallel Computing and Optimization Techniques(11), Advanced Data Storage Technologies(9), Advanced Neural Network Applications(7)

Publications48 total

PIM-FW: Hardware-Software Co-Design of All-pairs Shortest Paths in DRAM
ArXiv.org·2025Open Access
PIM-FW: Hardware-Software Co-Design of All-pairs Shortest Paths in DRAM
arXiv (Cornell University)·2025Open Access
PATHE: A Privacy-Preserving Database Pattern Search Platform with Homomorphic Encryption
2025
Stratum: System-Hardware Co-Design with Tiered Monolithic 3D-Stackable DRAM for Efficient MoE Serving
2025· 1 citedOpen Access
Efficient Privacy-Preserving Recommendation on Sparse Data using Fully Homomorphic Encryption
2025
Efficient Privacy-Preserving Recommendation on Sparse Data using Fully Homomorphic Encryption
arXiv (Cornell University)·2025Open Access
HPVM-HDC: A Heterogeneous Programming System for Accelerating Hyperdimensional Computing
2025· 1 cited
OptiPIM: Optimizing Processing-in-Memory Acceleration Using Integer Linear Programming
2025Open Access
SoK: Can Fully Homomorphic Encryption Support General AI Computation? A Functional and Cost Analysis
ArXiv.org·2025Open Access
Rhychee-FL: Robust and Efficient Hyperdimensional Federated Learning with Homomorphic Encryption
2025· 3 cited
RelHDx: Hyperdimensional Computing for Learning on Graphs With FeFET Acceleration
IEEE Transactions on Computers·2025
FHEmem: A Processing In-Memory Accelerator for Fully Homomorphic Encryption
IEEE Transactions on Emerging Topics in Computing·2025· 5 cited
Efficient Host Intrusion Detection using Hyperdimensional Computing
2024· 1 cited
UFC: A Unified Accelerator for Fully Homomorphic Encryption
2024· 5 cited
Multi-Objective Software-Hardware Co-Optimization for HD-PIM via Noise-Aware Bayesian Optimization
2024Open Access
HPVM-HDC: A Heterogeneous Programming System for Accelerating Hyperdimensional Computing
arXiv (Cornell University)·2024Open Access
MathScape: Benchmarking Multimodal Large Language Models in Real-World Mathematical Contexts
ArXiv.org·2024Open Access
Fast-OverlaPIM: A Fast Overlap-Driven Mapping Framework for Processing In-Memory Neural Network Acceleration
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems·2024
Fast-OverlaPIM: A Fast Overlap-driven Mapping Framework for Processing In-Memory Neural Network Acceleration
arXiv (Cornell University)·2024Open Access
RL-PTQ: RL-based Mixed Precision Quantization for Hybrid Vision Transformers
2024· 3 cited
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Frequent Co-authors

Tajana Rosing(28), Weihong Xu(11), Saransh Gupta(11), Tajana Rosing(10), Mohsen Imani(9), Yujin Nam(6), Jaeyoung Kang(5), Yeseong Kim(5), Chris Wilkerson(4), Xuan Wang(4), Sumukh Pinge(4), Gabrielle De Micheli(3), Rosario Cammarota(3), Lin Xu(2), Jishen Zhao(2), Muzhou Li(2), Kevin Skadron(2), Pranav Gangwar(2), Arpan Dutta(2), Vijaykrishnan Narayanan(2)