Zhuowen Zou

33 papers A* 5A 8Journal 19Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Coupled Inference in Diffusion Models for Semantic Decomposition.
CoRR
Calvin Yeung, Ali Zakeri, Zhuowen Zou, Mohsen Imani
2026 J jnl
Geometric Priors for Generalizable World Models via Vector Symbolic Architecture.
CoRR
William Youngwoo Chung, Calvin Yeung, Hansen Jin Lillemark, Zhuowen Zou, Xiangjian Liu, Mohsen Imani
2026 J jnl
HEAL: Brain-Inspired Hyperdimensional Efficient Active Learning.
IEEE Trans. Artif. Intell.
Yang Ni, Zhuowen Zou, Wenjun Huang, Hanning Chen, William Youngwoo Chung, Samuel Cho, Ranganath Krishnan, Pietro Mercati, Mohsen Imani
2026 J jnl
Optimal hyperdimensional representation for learning and cognitive computation.
Frontiers Artif. Intell.
Prathyush Poduval, Hamza Errahmouni Barkam, Xiangjian Liu, Sanggeon Yun, Yang Ni, Zhuowen Zou, Nathaniel D. Bastian, Mohsen Imani
2025 J jnl
Cognitive map formation under uncertainty via local prediction learning.
Intell. Syst. Appl.
Calvin Yeung, Zhuowen Zou, Nathaniel D. Bastian, Mohsen Imani
2025 J jnl
Configurable hyperdimensional graph representation.
Artif. Intell.
Ali Zakeri, Zhuowen Zou, Hanning Chen, Mohsen Imani
2025 J jnl
DynHD: Hyperdimensional Computing Approach for Efficient Radar Spectrum Classification.
IEEE Embed. Syst. Lett.
Zhuowen Zou, Yang Ni, Sungheon Jeong, Satish Ravindran, Binbin Shi, Phil Chen, Mohsen Imani
2025 A conf
Hyperdimensional Representation for Adaptive Information Association and Memorization.
WACV
Zhuowen Zou, Prathyush Poduval, Narayan Srinivasa, Mohsen Imani
2025 J jnl
Lipschitz-based robustness estimation for hyperdimensional learning.
Frontiers Artif. Intell.
Calvin Yeung, Hamza Errahmouni Barkam, Zhuowen Zou, Sanggeon Yun, Nathaniel D. Bastian, Mohsen Imani
2024 J jnl
Conjunctive block coding for hyperdimensional graph representation.
Intell. Syst. Appl.
Ali Zakeri, Zhuowen Zou, Hanning Chen, Hugo Latapie, Mohsen Imani
2024 — conf
Efficient Exploration in Edge-Friendly Hyperdimensional Reinforcement Learning.
ACM Great Lakes Symposium on VLSI
Yang Ni, William Youngwoo Chung, Samuel Cho, Zhuowen Zou, Mohsen Imani
2024 J jnl
Efficient event-based robotic grasping perception using hyperdimensional computing.
Internet Things
Eman Hassan, Zhuowen Zou, Hanning Chen, Mohsen Imani, Yahya H. Zweiri, Hani Saleh, Baker Mohammad
2024 J jnl
Generalized Holographic Reduced Representations.
CoRR
Calvin Yeung, Zhuowen Zou, Mohsen Imani
2024 A* conf
HDQMF: Holographic Feature Decomposition using Quantum Algorithms.
CVPR
Prathyush Poduval, Zhuowen Zou, Mohsen Imani
2024 J jnl
HDReason: Algorithm-Hardware Codesign for Hyperdimensional Knowledge Graph Reasoning.
CoRR
Hanning Chen, Yang Ni, Ali Zakeri, Zhuowen Zou, Sanggeon Yun, Fei Wen, Behnam Khaleghi, Narayan Srinivasa, Hugo Latapie, Mohsen Imani
2024 J jnl
HEAL: Brain-inspired Hyperdimensional Efficient Active Learning.
CoRR
Yang Ni, Zhuowen Zou, Wenjun Huang, Hanning Chen, William Youngwoo Chung, Samuel Cho, Ranganath Krishnan, Pietro Mercati, Mohsen Imani
2024 J jnl
Hyperdimensional Quantum Factorization.
CoRR
Prathyush Poduval, Zhuowen Zou, Alvaro Velasquez, Mohsen Imani
2024 J jnl
Hyperdimensional computing with holographic and adaptive encoder.
Frontiers Artif. Intell.
Alejandro Hernández-Cano, Yang Ni, Zhuowen Zou, Ali Zakeri, Mohsen Imani
2024 J jnl
In-Memory Acceleration of Hyperdimensional Genome Matching on Unreliable Emerging Technologies.
IEEE Trans. Circuits Syst. I Regul. Pap.
Hamza Errahmouni Barkam, Sanggeon Yun, Paul R. Genssler, Che-Kai Liu, Zhuowen Zou, Hussam Amrouch, Mohsen Imani
2024 J jnl
NetHD: Neurally Inspired Integration of Communication and Learning in Hyperspace.
Adv. Intell. Syst.
Prathyush Poduval, Yang Ni, Zhuowen Zou, Kai Ni, Mohsen Imani
2023 A conf
Brain-Inspired Trustworthy Hyperdimensional Computing with Efficient Uncertainty Quantification.
ICCAD
Yang Ni, Hanning Chen, Prathyush Poduval, Zhuowen Zou, Pietro Mercati, Mohsen Imani
2023 A conf
Comprehensive Analysis of Hyperdimensional Computing Against Gradient Based Attacks.
DATE
Hamza Errahmouni Barkam, SungHeon Evan Jeong, Calvin Yeung, Zhuowen Zou, Xun Jiao, Mohsen Imani
2023 A conf
HDGIM: Hyperdimensional Genome Sequence Matching on Unreliable highly scaled FeFET.
DATE
Hamza Errahmouni Barkam, Sanggeon Yun, Paul R. Genssler, Zhuowen Zou, Che-Kai Liu, Hussam Amrouch, Mohsen Imani
2023 A conf
Invited Paper: Hyperdimensional Computing for Resilient Edge Learning.
ICCAD
Hamza Errahmouni Barkam, SungHeon Evan Jeong, Sanggeon Yun, Calvin Yeung, Zhuowen Zou, Xun Jiao, Narayan Srinivasa, Mohsen Imani
2022 A* conf
BioHD: an efficient genome sequence search platform using HyperDimensional memorization.
ISCA
Zhuowen Zou, Hanning Chen, Prathyush Poduval, Yeseong Kim, Mahdi Imani, Elaheh Sadredini, Rosario Cammarota, Mohsen Imani
2021 A* conf
Cognitive Correlative Encoding for Genome Sequence Matching in Hyperdimensional System.
DAC
Prathyush Poduval, Zhuowen Zou, Xunzhao Yin, Elaheh Sadredini, Mohsen Imani
2021 A conf
MIMHD: Accurate and Efficient Hyperdimensional Inference Using Multi-Bit In-Memory Computing.
ISLPED
Arman Kazemi, Mohammad Mehdi Sharifi, Zhuowen Zou, Michael T. Niemier, X. Sharon Hu, Mohsen Imani
2021 J jnl
MIMHD: Accurate and Efficient Hyperdimensional Inference Using Multi-Bit In-Memory Computing.
CoRR
Arman Kazemi, Mohammad Mehdi Sharifi, Zhuowen Zou, Michael T. Niemier, X. Sharon Hu, Mohsen Imani
2021 A conf
ManiHD: Efficient Hyper-Dimensional Learning Using Manifold Trainable Encoder.
DATE
Zhuowen Zou, Yeseong Kim, M. Hassan Najafi, Mohsen Imani
2021 A* conf
Revisiting HyperDimensional Learning for FPGA and Low-Power Architectures.
HPCA
Mohsen Imani, Zhuowen Zou, Samuel Bosch, Sanjay Anantha Rao, Sahand Salamat, Venkatesh Kumar, Yeseong Kim, Tajana Rosing
2021 A conf
Scalable edge-based hyperdimensional learning system with brain-like neural adaptation.
SC
Zhuowen Zou, Yeseong Kim, Farhad Imani, Haleh Alimohamadi, Rosario Cammarota, Mohsen Imani
2021 J jnl
Spiking Hyperdimensional Network: Neuromorphic Models Integrated with Memory-Inspired Framework.
CoRR
Zhuowen Zou, Haleh Alimohamadi, Farhad Imani, Yeseong Kim, Mohsen Imani
2021 A* conf
StocHD: Stochastic Hyperdimensional System for Efficient and Robust Learning from Raw Data.
DAC
Prathyush Poduval, Zhuowen Zou, M. Hassan Najafi, Houman Homayoun, Mohsen Imani