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Mohsen Imani

University of California, Irvine · US
Area of research
Electrical and Electronic Engineering · Artificial Intelligence
Research interest
Research interests include Ferroelectric and Negative Capacitance Devices, Advanced Memory and Neural Computing, Neural Networks and Reservoir Computing, and Parallel Computing and Optimization Techniques.
h-index
45
citations
6,978
works
378
NIH funding
primary concept
email

Recent publications

PhotoHDC: An Electro-Photonic Accelerator for Hyperdimensional Computing
ACM Journal on Emerging Technologies in Computing Systems 2026cited by 0position: contributordoi
Debias Once for All: A Data-Centric Strategy for Fair Machine Learning
Proceedings of the Nineteenth ACM International Conference on Web Search and Data Mining 2026cited by 0position: contributordoi
Contextual Fusion Strategies for Multimodal GNN-Based Reasoning: Performance and Computational Trade-Offs
IEEE Access 2026cited by 0position: contributordoi
Opto-Aligner: Optical Near-Sensor Architecture for Accelerating DNA Pre-Alignment Filtering
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 2026cited by 0position: contributordoi
HEAL: Brain-Inspired <u>H</u> yperdimensional <u>E</u> fficient <u>A</u> ctive <u>L</u> earning
IEEE Transactions on Artificial Intelligence 2026cited by 0position: contributordoi
Vision language model for interpretable and fine-grained detection of safety compliance in diverse workplaces
Expert Systems with Applications 2025cited by 29position: contributordoi
A Homogeneous FeFET-Based Time-Domain Compute-in-Memory Fabric for Matrix-Vector Multiplication and Associative Search
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems 2025cited by 16position: contributordoi
TaskCLIP: Extend Large Vision-Language Model for Task Oriented Object Detection
Lecture Notes in Computer Science 2025cited by 10position: contributordoi
A Scalable 2T-1FeFET-Based Content Addressable Memory Design for Energy Efficient Data Search
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems 2025cited by 6position: contributordoi
Neuro-Photonix: Enabling Near-Sensor Neuro-Symbolic AI Computing on Silicon Photonics Substrate
IEEE Transactions on Circuits and Systems for Artificial Intelligence 2025cited by 6position: contributordoi
CyberRL: Brain-Inspired Reinforcement Learning for Efficient Network Intrusion Detection
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems 2025cited by 5position: contributordoi
Tri-HD: Energy-Efficient On-Chip Learning With In-Memory Hyperdimensional Computing
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems 2025cited by 5position: contributordoi
Enabling Efficient and Interpretable Cybersecurity Reasoning Through Hyperdimensional Computing
IEEE Transactions on Artificial Intelligence 2025cited by 3position: contributordoi
White Admitted by Stanford, Black Got Rejections: Exploring Racial Stereotypes in Text-to-Image Generation from a College Admissions Lens
Companion Proceedings of the ACM on Web Conference 2025 2025cited by 2position: contributordoi
TriageHD: A Hyper-Dimensional Learning-to-Rank Framework for Dynamic Micro-Segmentation in Zero-Trust Network Security
IEEE Access 2025cited by 1position: contributordoi
Hyperdimensional Intelligent Sensing for Efficient Real-Time Audio Processing on Extreme Edge
IEEE Access 2025cited by 1position: contributordoi
Event-Driven Spatiotemporal Processing-In-Sensor with Phase Change Memory-based Optical Acceleration
Proceedings of the Great Lakes Symposium on VLSI 2025 2025cited by 1position: contributordoi
Cognitive map formation under uncertainty via local prediction learning
Intelligent Systems with Applications 2025cited by 1position: contributordoi
LVLM_CSP: Accelerating Large Vision Language Models via Clustering, Scattering, and Pruning for Reasoning Segmentation
Proceedings of the 33rd ACM International Conference on Multimedia 2025cited by 1position: contributordoi
Configurable hyperdimensional graph representation
Artificial Intelligence 2025cited by 1position: contributordoi
Robust Reasoning and Learning with Brain-Inspired Representations under Hardware-Induced Nonlinearities
Proceedings of the Great Lakes Symposium on VLSI 2025 2025cited by 0position: contributordoi
DynHD: Hyperdimensional Computing Approach for Efficient Radar Spectrum Classification
IEEE Embedded Systems Letters 2025cited by 0position: contributordoi
Lightator: An Optical Near-Sensor Accelerator with Compressive Acquisition Enabling Versatile Image Processing
Proceedings of the 61st ACM/IEEE Design Automation Conference 2024cited by 11position: contributordoi
HyperSense: Hyperdimensional Intelligent Sensing for Energy‐Efficient Sparse Data Processing
Advanced Intelligent Systems 2024cited by 10position: contributordoi
Deep random forest with ferroelectric analog content addressable memory.
2024cited by 5position: contributordoi
Advancing Hyperdimensional Computing Based on Trainable Encoding and Adaptive Training for Efficient and Accurate Learning
ACM Transactions on Design Automation of Electronic Systems 2024cited by 5position: contributordoi
In-Memory Acceleration of Hyperdimensional Genome Matching on Unreliable Emerging Technologies
IEEE Transactions on Circuits and Systems I: Regular Papers 2024cited by 4position: contributordoi
Intelligent Sensing Framework: Near-Sensor Machine Learning for Efficient Data Transmission
IEEE Sensors Journal 2024cited by 4position: contributordoi
Efficient Exploration in Edge-Friendly Hyperdimensional Reinforcement Learning
Proceedings of the Great Lakes Symposium on VLSI 2024 2024cited by 3position: contributordoi
Hyperdimensional Brain-Inspired Learning for Phoneme Recognition With Large-Scale Inferior Colliculus Neural Activities.
2024cited by 2position: contributordoi

Grants

CPS: Small: Advanced Hyperdimensional and Symbolic Knowledge Transfer for Cyber-Physical Systems
NSF2431561$499,9992025–2028PIRePORTER
UKRI/BBSRC-NSF/BIO: Interpretable and Noise-Robust Machine Learning for Neurophysiology
NSF2321840$796,8002023–2026PIRePORTER
CPS: Small: Brain-Inspired Memorization and Attention for Intelligent Sensing
NSF2312517$499,7932023–2027PIRePORTER
Neurally-Inspired Integration of Communication and Cognitive Computation in Hyperspace
NSF2319198$360,0002023–2026PIRePORTER
Hyperdimensional Neural Computation for Real-Time Cognitive Learning
NSF2127780$299,9992021–2025PIRePORTER

Frequent collaborators

· 57 papers (2019–2026)Hanning Chen · University of California, Irvine15 papers (2024–2026)Tajana Rosing · University of San Diego12 papers (2016–2020)Hamza Errahmouni Barkam · Universitat Politècnica de Catalunya9 papers (2023–2026)Yang Ni · University of California, Irvine9 papers (2023–2026)Xunzhao Yin · Blood Center of Zhejiang Province8 papers (2020–2025)Tajana Rosing · University of California San Diego7 papers (2016–2021)Cheng Zhuo · Zhejiang University7 papers (2022–2025)Zhuowen Zou · University of California, Irvine6 papers (2024–2026)Yeseong Kim · Pohang University of Science and Technology5 papers (2016–2021)Saransh Gupta · IBM (United States)5 papers (2017–2020) · 5 papers (2019–2025)Sanggeon Yun · Kookmin University5 papers (2024–2026)Kai Ni · Rochester Institute of Technology5 papers (2023–2025)Xiaobo Sharon Hu · State Key Laboratory of Crystal Materials5 papers (2020–2025)Tamoghno Das · University of California, Irvine5 papers (2024–2026)Pietro Mercati · Intel (United States)5 papers (2023–2026)Sungheon Jeong · University of California, Irvine5 papers (2024–2025)Wenjun Huang · Eindhoven University of Technology5 papers (2024–2026)Sahand Salamat · University of California, San Diego5 papers (2018–2021)