Hyuk‐Jae Lee

Seoul National University of Science and Technology — South Korea

Computer Science · Physical Sciences

24h-index2.4kcitations308works1.32yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Video Coding and Compression Technologies(73), Advanced Vision and Imaging(54), Advanced Neural Network Applications(44), Parallel Computing and Optimization Techniques(44), Image and Video Quality Assessment(39)

Publications308 total

HopScotch: A Holistic Approach to Data Layout-Aware Mapping on NPUs for High-Performance DNN Inference
ACM Transactions on Architecture and Code Optimization·2025Open Access
Hybrid Embedding Framework for Memory-Efficient Recommendation Systems
2025
Input-adaptive Mixed-Precision Framework for Efficient Object Detection
2025· 1 cited
Live Demonstration: A Scalable CNN Accelerator SoC With a Cost-Effective Chip-to-Chip Adapter
2025
Live Demonstration: DVS-CIS Sensor Fusion System for Real-Time DNN-Based Object Detection
2025· 1 cited
Cost-Effective Reconfigurable MCM with Common-Value Elimination and Alignment
2025
An Energy-Efficient Daily Surveillance System with DVS-CIS Sensor Fusion and Event-based NPU Triggering
2025· 2 cited
LogSimViT: Logarithmic Similar Pattern Skipping for Hardware Acceleration of ViT
2025
MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula
Proceedings of the AAAI Conference on Artificial Intelligence·2025· 4 citedOpen Access
FDAM: Filter-Dedicated Approximate Multiplier Design for Real-Time CNN Acceleration
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems·2025· 2 cited
DEAR-PIM: Processing-in-Memory Architecture with Disaggregated Execution of All-bank Requests
2025· 1 cited
A Winograd-Convolution-Based Accelerator on FPGA for Real-Time Object Detection with Effective On-Chip Buffer Access Patterns
2025· 2 cited
Product Recognition for Inventory Management Using Spatial Partitioning in a Multi-Camera System
2025
Effective Activation Scratchpad Management in NPUs for LLMs via Inter- and Intra-Decoder Allocation
2025
Optimizing Layout Transformation in Deep Neural Networks Through Data Reuse in a Vector Processor
2025
Enhancing ASR Performance through OCR Word Frequency Analysis: Theoretical Foundations
2025
Semantic Edge Detection with ConvNeXt and Bi-Directional MLA
2025
FACET: On-the-Fly Activation Compression for Efficient Transformer Training
IEEE Transactions on Circuits and Systems I Regular Papers·2024· 1 cited
MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula
arXiv (Cornell University)·2024Open Access
MCM-SR: Multiple Constant Multiplication-Based CNN Streaming Hardware Architecture for Super-Resolution
IEEE Transactions on Very Large Scale Integration (VLSI) Systems·2024· 2 cited
page 1 of 16Next →

Frequent Co-authors

Hyun Kim(17), Chae Eun Rhee(7), Duy Thanh Nguyen(5), Jin-Sung Kim(5), Doyeol Ahn(4), Kyujoong Lee(4), Xuan Truong Nguyen(4), Sunwoong Kim(4), Sung Woo Hwang(3), Ji-Woong Choi(3), Hyokeun Lee(3), Boyeal Kim(3), Donghyeon Lee(3), Moon-Soo Kim(3), Tuan Nghia Nguyen(2), Dayoung Chun(2), Yongje Lee(2), Ik‐Joon Chang(2), Soojung Ryu(2), Genhua Jin(2)