StocHD: Stochastic Hyperdimensional System for Efficient and Robust Learning from Raw Data. - Prathyush Poduval; Zhuowen Zou; M. Hassan Najafi; Houman Homayoun; Mohsen Imani (DAC, 2021)

Cognitive Correlative Encoding for Genome Sequence Matching in Hyperdimensional System. - Prathyush Poduval; Zhuowen Zou; Xunzhao Yin; Elaheh Sadredini; Mohsen Imani (DAC, 2021)

ManiHD: Efficient Hyper-Dimensional Learning Using Manifold Trainable Encoder. - Zhuowen Zou; Yeseong Kim; M. Hassan Najafi; Mohsen Imani (DATE, 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 (HPCA, 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 (ISLPED, 2021)

Scalable edge-based hyperdimensional learning system with brain-like neural adaptation. - Zhuowen Zou; Yeseong Kim; Farhad Imani; Haleh Alimohamadi; Rosario Cammarota; Mohsen Imani (SC, 2021)

Spiking Hyperdimensional Network: Neuromorphic Models Integrated with Memory-Inspired Framework. - Zhuowen Zou; Haleh Alimohamadi; Farhad Imani; Yeseong Kim; Mohsen Imani (CoRR, 2021)

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 (ISCA, 2022)

Comprehensive Analysis of Hyperdimensional Computing Against Gradient Based Attacks. - Hamza Errahmouni Barkam; SungHeon Evan Jeong; Calvin Yeung 002; Zhuowen Zou; Xun Jiao; Mohsen Imani (DATE, 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 (DATE, 2023)

Invited Paper: Hyperdimensional Computing for Resilient Edge Learning. - Hamza Errahmouni Barkam; SungHeon Evan Jeong; Sanggeon Yun; Calvin Yeung 002; Zhuowen Zou; Xun Jiao; Narayan Srinivasa; Mohsen Imani (ICCAD, 2023)

Brain-Inspired Trustworthy Hyperdimensional Computing with Efficient Uncertainty Quantification. - Yang Ni 001; Hanning Chen; Prathyush Poduval; Zhuowen Zou; Pietro Mercati; Mohsen Imani (ICCAD, 2023)

HDQMF: Holographic Feature Decomposition using Quantum Algorithms. - Prathyush Poduval; Zhuowen Zou; Mohsen Imani (CVPR, 2024)

Efficient Exploration in Edge-Friendly Hyperdimensional Reinforcement Learning. - Yang Ni 001; William Youngwoo Chung; Samuel Cho; Zhuowen Zou; Mohsen Imani (ACM Great Lakes Symposium on VLSI, 2024)

HEAL: Brain-inspired Hyperdimensional Efficient Active Learning. - Yang Ni 001; Zhuowen Zou; Wenjun Huang 001; Hanning Chen; William Youngwoo Chung; Samuel Cho; Ranganath Krishnan; Pietro Mercati; Mohsen Imani (CoRR, 2024)

HDReason: Algorithm-Hardware Codesign for Hyperdimensional Knowledge Graph Reasoning. - Hanning Chen; Yang Ni 001; Ali Zakeri; Zhuowen Zou; Sanggeon Yun; Fei Wen; Behnam Khaleghi; Narayan Srinivasa; Hugo Latapie; Mohsen Imani (CoRR, 2024)

Generalized Holographic Reduced Representations. - Calvin Yeung 002; Zhuowen Zou; Mohsen Imani (CoRR, 2024)

Hyperdimensional Quantum Factorization. - Prathyush Poduval; Zhuowen Zou; Alvaro Velasquez; Mohsen Imani (CoRR, 2024)

Hyperdimensional computing with holographic and adaptive encoder. - Alejandro Hernández-Cano; Yang Ni 001; Zhuowen Zou; Ali Zakeri; Mohsen Imani (Frontiers Artif. Intell., 2024)

Efficient event-based robotic grasping perception using hyperdimensional computing. - Eman Hassan; Zhuowen Zou; Hanning Chen; Mohsen Imani; Yahya H. Zweiri; Hani H. Saleh; Baker Mohammad (Internet Things, 2024)

Conjunctive block coding for hyperdimensional graph representation. - Ali Zakeri; Zhuowen Zou; Hanning Chen; Hugo Latapie; Mohsen Imani (Intell. Syst. Appl., 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., 2024)

NetHD: Neurally Inspired Integration of Communication and Learning in Hyperspace. - Prathyush Poduval; Yang Ni 001; Zhuowen Zou; Kai Ni 004; Mohsen Imani (Adv. Intell. Syst., 2024)

Hyperdimensional Representation for Adaptive Information Association and Memorization. - Zhuowen Zou; Prathyush Poduval; Narayan Srinivasa; Mohsen Imani (WACV, 2025)

Configurable hyperdimensional graph representation. - Ali Zakeri; Zhuowen Zou; Hanning Chen; Mohsen Imani (Artif. Intell., 2025)

Cognitive map formation under uncertainty via local prediction learning. - Calvin Yeung 002; Zhuowen Zou; Nathaniel D. Bastian; Mohsen Imani (Intell. Syst. Appl., 2025)

DynHD: Hyperdimensional Computing Approach for Efficient Radar Spectrum Classification. - Zhuowen Zou; Yang Ni 001; SungHeon Jeong 001; Satish Ravindran; Binbin Shi; Phil Chen; Mohsen Imani (IEEE Embed. Syst. Lett., 2025)