Hoi‐Jun Yoo

Engineering · Physical Sciences

56h-index14.0kcitations738works2.72yr avg
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Research Topics

Advanced Memory and Neural Computing(129), CCD and CMOS Imaging Sensors(110), Wireless Body Area Networks(100), Analog and Mixed-Signal Circuit Design(88), Advanced Neural Network Applications(73)

Publications738 total

A Swap-Adversarial Framework for Improving Domain Generalization in Electroencephalography-Based Parkinson's Disease Prediction
ArXiv.org·2026Open Access
A Swap-Adversarial Framework for Improving Domain Generalization in Electroencephalography-Based Parkinson's Disease Prediction
arXiv (Cornell University)·2026Open Access
SeVeDo: A Heterogeneous Transformer Accelerator for Low-Bit Inference via Hierarchical Group Quantization and SVD-Guided Mixed Precision
arXiv (Cornell University)·2025Open Access
EdgeDiff: Energy-Efficient Multi-Modal Few-Step Diffusion Model Accelerator Using Mixed-Precision and Reordered Group Quantization
IEEE Journal of Solid-State Circuits·2025
Falcon: An Event-Driven Object Tracking SoC with Activation-Skip and Weight-Compression MRAM PIM and Heterogenous Q/K/V Read-Only-Once Attention Flow
2025
An 85.7 TOPS/W Analog-digital Combined In-memory Computing Accelerator for Mixed-precision Deep Neural Networks
JSTS Journal of Semiconductor Technology and Science·2025
EdgeDiff: Multi-modal Few-step Diffusion Model Accelerator with Mixed-Precision and Reordered Group-Quantization for On-device Generative AI Motivation
2025
Analyzing Trends in International Baccalaureate(IB) Education Research Using Text Mining
Journal of Curriculum and Evaluation·2025Open Access
A 227.1 TOPS/W High Energy-Efficiency PNN-Based 3-D Object Recognition Processor With Spiking Neural Network for Edge Device
IEEE Transactions on Circuits & Systems II Express Briefs·2025
Designing Connected Experiences for Active Seniors : From Wearable Devices to In-Vehicle AI
Design Convergence Study·2025
Dial: An Energy-Efficient Dram in-Memory Computing Accelerator with Compact Partial Product Lut and Twisted Differential Adc
2025
Nuvpu: A $\mathbf{4. 8} \boldsymbol{\sim} \mathbf{9. 6} \sim \mathbf{m J} /$ Frame Progressive NTT-Based Unified Video Processor for Stable Video Streaming and Processing with Neural Video Codec
2025
Analysis of the System and Linkage Structure of School Safety Education: Focusing on the Education Policy and Curriculum in Korea, Germany, and Japan
Korean Comparative Education Society·2025
A 17.1 TOPS/W FP-INT Transformer Inference Accelerator with Sparsity Boosting and Output Importance-Aware Processing
2025
A 51.2 fps Real-Time 3DGS-SLAM Accelerator using Diagonal Feeding with Symmetric Alpha Reuse and Voxel-based 3D Gaussian Cache Management
2025
A 13.8 TOPS/W Polynomial Implicit Neural Representation Accelerator with Tile Similarity Exploitation and LUT-based Matrix Multiplication Reformation
2025
A Real-time 4.31 mJ/Frame Neural-3DGS Processor with Voxel Similarity Memory Management and Opacity-based Sparsity Generation
2025
Cache-PIM: An ECC-Compatible eDRAM Processing-in-Memory for Last-Level Cache With Triple-Level Error Correction
IEEE Journal of Solid-State Circuits·2025
NeRF-Navi: An Energy-Efficient NeRF 3-D Path Planning Processor With Reconfigurable Approximate/Accurate Bit Offloading Core
IEEE Journal of Solid-State Circuits·2025
An Overview of Neural Rendering Accelerators: Challenges, Trends, and Future Directions
IEEE Journal on Emerging and Selected Topics in Circuits and Systems·2025Open Access
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Frequent Co-authors

Joonsung Bae(11), Seong-Jun Song(7), Yongsu Lee(7), Long Yan(7), Namjun Cho(6), Jerald Yoo(6), Jinmook Lee(5), Changhyeon Kim(5), Dongjoo Shin(5), Kiseok Song(5), Hye Jung Kim(5), Minseo Kim(5), Sanghoon Kang(4), Jinsu Lee(4), Hyunwoo Cho(4), Seulki Lee(4), Kangmin Lee(4), Juhyoung Lee(4), Unsoo Ha(4), Hyunki Kim(4)