Mohsen Imani

University of California, Irvine — United States

Engineering · Physical Sciences

44h-index6.7kcitations349works2.62yr avg
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Research Topics

Ferroelectric and Negative Capacitance Devices(177), Advanced Memory and Neural Computing(167), Neural Networks and Reservoir Computing(54), Parallel Computing and Optimization Techniques(36), Low-power high-performance VLSI design(23)

Publications349 total

Encoder-Free Knowledge-Graph Reasoning with LLMs via Hyperdimensional Path Retrieval
arXiv (Cornell University)·2025Open Access
Cauchy-Schwarz Fairness Regularizer
arXiv (Cornell University)·2025Open Access
T-SAR: A Full-Stack Co-design for CPU-Only Ternary LLM Inference via In-Place SIMD ALU Reorganization
arXiv (Cornell University)·2025Open Access
QUILL: An Algorithm-Architecture Co-Design for Cache-Local Deformable Attention
arXiv (Cornell University)·2025Open Access
Draft and Refine with Visual Experts
arXiv (Cornell University)·2025Open Access
LogHD: Robust Compression of Hyperdimensional Classifiers via Logarithmic Class-Axis Reduction
arXiv (Cornell University)·2025Open Access
DecoHD: Decomposed Hyperdimensional Classification under Extreme Memory Budgets
arXiv (Cornell University)·2025Open Access
LVLM_CSP: Accelerating Large Vision Language Models via Clustering, Scattering, and Pruning for Reasoning Segmentation
2025Open Access
Attention-Based Cognitive Beam Steering for 24GHz FMCW Radar Systems
2025
Lipschitz-based robustness estimation for hyperdimensional learning
Frontiers in Artificial Intelligence·2025Open Access
Can Multimodal Large Language Models Be Guided to Improve Industrial Anomaly Detection?
2025· 4 cited
Revisiting Reconfigurable Acceleration of Vision Transformer with Patch Pruning
2025
AAMLA: An Autonomous Agentic Framework for Memory-Aware LLM-Aided Hardware Generation
2025Open Access
PACKETCLIP: multi-modal embedding of network traffic and language for cybersecurity reasoning
Frontiers in Artificial Intelligence·2025· 4 citedOpen Access
Cognitive map formation under uncertainty via local prediction learning
Intelligent Systems with Applications·2025· 1 citedOpen Access
From Pixels to Reasoning: A Cross-Layer Photonic Design for Edge Visual Intelligence
2025
Robust Reasoning and Learning with Brain-Inspired Representations under Hardware-Induced Nonlinearities
2025Open Access
Event-Driven Spatiotemporal Processing-In-Sensor with Phase Change Memory-based Optical Acceleration
2025· 1 citedOpen Access
Configurable hyperdimensional graph representation
Artificial Intelligence·2025Open Access
A Few Large Shifts: Layer-Inconsistency Based Minimal Overhead Adversarial Example Detection
arXiv (Cornell University)·2025Open Access
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Frequent Co-authors

Tajana Rosing(23), Tajana Rosing(16), Yeseong Kim(13), Saransh Gupta(12), Abbas Rahimi(7), Sahand Salamat(7), Deqian Kong(4), John Messerly(4), Farinaz Koushanfar(4), Samuel Bosch(4), Xunzhao Yin(4), Jan M. Rabaey(3), Cheng Zhuo(3), Zhuowen Zou(3), Behnam Khaleghi(3), Shruti Patil(3), Justin Morris(3), Helen Shu(3), Marc Juárez(2), Matthew Wright(2)