Zhuowen Zou

According to our database, Zhuowen Zou authored at least 33 papers between 2021 and 2026.

Collaborative distances:

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

2026

FedQHD: Closed-Form Function-Space Federated Reinforcement Learning.

Yuchen Hou, Yongshan Chen, Zhuowen Zou, Calvin Yeung, Mohsen Imani, Tian Lan, Mahdi Imani

CoRR, May, 2026

Residualized Temporal Sparse Autoencoders for Interpreting Diffusion Models.

Calvin Yeung, Prathyush Poduval, Ali Zakeri, Zhuowen Zou, Mohsen Imani

CoRR, May, 2026

HEAL: Brain-Inspired Hyperdimensional Efficient Active Learning.

Yang Ni, Zhuowen Zou, Wenjun Huang, Hanning Chen, William Youngwoo Chung, Samuel Cho, Ranganath Krishnan, Pietro Mercati, Mohsen Imani

IEEE Trans. Artif. Intell., April, 2026

Geometric Priors for Generalizable World Models via Vector Symbolic Architecture.

William Youngwoo Chung, Calvin Yeung, Hansen Jin Lillemark, Zhuowen Zou, Xiangjian Liu, Mohsen Imani

CoRR, February, 2026

Coupled Inference in Diffusion Models for Semantic Decomposition.

Calvin Yeung, Ali Zakeri, Zhuowen Zou, Mohsen Imani

CoRR, February, 2026

Optimal hyperdimensional representation for learning and cognitive computation.

Prathyush Poduval, Hamza Errahmouni Barkam, Xiangjian Liu, Sanggeon Yun, Yang Ni, Zhuowen Zou, Nathaniel D. Bastian, Mohsen Imani

Frontiers Artif. Intell., 2026

2025

DynHD: Hyperdimensional Computing Approach for Efficient Radar Spectrum Classification.

Zhuowen Zou, Yang Ni, SungHeon Jeong, Satish Ravindran, Binbin Shi, Phil Chen, Mohsen Imani

IEEE Embed. Syst. Lett., April, 2025

Cognitive map formation under uncertainty via local prediction learning.

Calvin Yeung, Zhuowen Zou, Nathaniel D. Bastian, Mohsen Imani

Intell. Syst. Appl., 2025

Lipschitz-based robustness estimation for hyperdimensional learning.

Calvin Yeung, Hamza Errahmouni Barkam, Zhuowen Zou, Sanggeon Yun, Nathaniel D. Bastian, Mohsen Imani

Frontiers Artif. Intell., 2025

Configurable hyperdimensional graph representation.

Ali Zakeri, Zhuowen Zou, Hanning Chen, Mohsen Imani

Artif. Intell., 2025

Hyperdimensional Representation for Adaptive Information Association and Memorization.

Zhuowen Zou, Prathyush Poduval, Narayan Srinivasa, Mohsen Imani

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

2024

NetHD: Neurally Inspired Integration of Communication and Learning in Hyperspace.

Prathyush Poduval, Yang Ni, Zhuowen Zou, Kai Ni, Mohsen Imani

Adv. Intell. Syst., July, 2024

In-Memory Acceleration of Hyperdimensional Genome Matching on Unreliable Emerging Technologies.

Hamza Errahmouni Barkam, Sanggeon Yun, Paul R. Genssler, Che-Kai Liu, Zhuowen Zou, Hussam Amrouch, Mohsen Imani

IEEE Trans. Circuits Syst. I Regul. Pap., April, 2024

Conjunctive block coding for hyperdimensional graph representation.

Ali Zakeri, Zhuowen Zou, Hanning Chen, Hugo Latapie, Mohsen Imani

Intell. Syst. Appl., 2024

Efficient event-based robotic grasping perception using hyperdimensional computing.

Eman Hassan, Zhuowen Zou, Hanning Chen, Mohsen Imani, Yahya H. Zweiri, Hani Saleh, Baker Mohammad

Internet Things, 2024

Hyperdimensional computing with holographic and adaptive encoder.

Alejandro Hernández-Cano, Yang Ni, Zhuowen Zou, Ali Zakeri, Mohsen Imani

Frontiers Artif. Intell., 2024

Hyperdimensional Quantum Factorization.

Prathyush Poduval, Zhuowen Zou, Alvaro Velasquez, Mohsen Imani

CoRR, 2024

Generalized Holographic Reduced Representations.

Calvin Yeung, Zhuowen Zou, Mohsen Imani

CoRR, 2024

HDReason: Algorithm-Hardware Codesign for Hyperdimensional Knowledge Graph Reasoning.

Hanning Chen, Yang Ni, Ali Zakeri, Zhuowen Zou, Sanggeon Yun, Fei Wen, Behnam Khaleghi, Narayan Srinivasa, Hugo Latapie, Mohsen Imani

CoRR, 2024

Efficient Exploration in Edge-Friendly Hyperdimensional Reinforcement Learning.

Yang Ni, William Youngwoo Chung, Samuel Cho, Zhuowen Zou, Mohsen Imani

Proceedings of the Great Lakes Symposium on VLSI 2024, 2024

HDQMF: Holographic Feature Decomposition using Quantum Algorithms.

Prathyush Poduval, Zhuowen Zou, Mohsen Imani

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Brain-Inspired Trustworthy Hyperdimensional Computing with Efficient Uncertainty Quantification.

Yang Ni, Hanning Chen, Prathyush Poduval, Zhuowen Zou, Pietro Mercati, Mohsen Imani

Proceedings of the IEEE/ACM International Conference on Computer Aided Design, 2023

Invited Paper: Hyperdimensional Computing for Resilient Edge Learning.

Hamza Errahmouni Barkam, SungHeon Evan Jeong, Sanggeon Yun, Calvin Yeung, Zhuowen Zou, Xun Jiao, Narayan Srinivasa, Mohsen Imani

Proceedings of the IEEE/ACM International Conference on Computer Aided Design, 2023

HDGIM: Hyperdimensional Genome Sequence Matching on Unreliable highly scaled FeFET.

Hamza Errahmouni Barkam, Sanggeon Yun, Paul R. Genssler, Zhuowen Zou, Che-Kai Liu, Hussam Amrouch, Mohsen Imani

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

Comprehensive Analysis of Hyperdimensional Computing Against Gradient Based Attacks.

Hamza Errahmouni Barkam, SungHeon Evan Jeong, Calvin Yeung, Zhuowen Zou, Xun Jiao, Mohsen Imani

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

2022

BioHD: an efficient genome sequence search platform using HyperDimensional memorization.

Zhuowen Zou, Hanning Chen, Prathyush Poduval, Yeseong Kim, Mahdi Imani, Elaheh Sadredini, Rosario Cammarota, Mohsen Imani

Proceedings of the ISCA '22: The 49th Annual International Symposium on Computer Architecture, New York, New York, USA, June 18, 2022

2021

Spiking Hyperdimensional Network: Neuromorphic Models Integrated with Memory-Inspired Framework.

Zhuowen Zou, Haleh Alimohamadi, Farhad Imani, Yeseong Kim, Mohsen Imani

CoRR, 2021

Scalable edge-based hyperdimensional learning system with brain-like neural adaptation.

Zhuowen Zou, Yeseong Kim, Farhad Imani, Haleh Alimohamadi, Rosario Cammarota, Mohsen Imani

Proceedings of the International Conference for High Performance Computing, 2021

MIMHD: Accurate and Efficient Hyperdimensional Inference Using Multi-Bit In-Memory Computing.

Arman Kazemi, Mohammad Mehdi Sharifi, Zhuowen Zou, Michael T. Niemier, X. Sharon Hu, Mohsen Imani

Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2021

Revisiting HyperDimensional Learning for FPGA and Low-Power Architectures.

Mohsen Imani, Zhuowen Zou, Samuel Bosch, Sanjay Anantha Rao, Sahand Salamat, Venkatesh Kumar, Yeseong Kim, Tajana Rosing

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2021

ManiHD: Efficient Hyper-Dimensional Learning Using Manifold Trainable Encoder.

Zhuowen Zou, Yeseong Kim, M. Hassan Najafi, Mohsen Imani

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

Cognitive Correlative Encoding for Genome Sequence Matching in Hyperdimensional System.

Prathyush Poduval, Zhuowen Zou, Xunzhao Yin, Elaheh Sadredini, Mohsen Imani

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

StocHD: Stochastic Hyperdimensional System for Efficient and Robust Learning from Raw Data.

Prathyush Poduval, Zhuowen Zou, M. Hassan Najafi, Houman Homayoun, Mohsen Imani

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