Publications

MAIL: Micro-Accelerator-in-the-Loop Framework for MCU Integrated Accelerator Peripheral Fast Prototyping Applied Sciences · Jisu Kwon and Daejin Park

Hyperparameter Tuning with Gaussian Processes for Optimal Abstraction Control in Simulation-based Optimization of Smart Semiconductor Manufacturing Systems ACM TMCS · Moon Gi Seok, Wen Jun Tan, Wentong Cai, Jisu Kwon, and Seon Han Choi

Optimized Replication of ADC-Based Particle Counting Algorithm with Reconfigurable Multi-Variables in Pseudo-Supervised Digital Twining of Reference Dust Sensor Systems Sensors · Seungmin Lee, Jisu Kwon, and Daejin Park

Runtime Tracking-Based Replication of On-Chip Embedded Software Using Transfer Function Learning for Dust Particle Sensing Systems IEEE Access · Seungmin Lee, Jisu Kwon, and Daejin Park

Efficient Partial Weight Update Techniques for Lightweight On-Device Learning on Tiny Flash-Embedded MCUs IEEE Embedded Systems Letters · Jisu Kwon and Daejin Park

Efficient Sensor Processing Technique Using Kalman Filter-Based Velocity Prediction in Large-Scale Vehicle IoT Application IEEE Access · Jisu Kwon and Daejin Park

Hardware/Software Co-Design for TinyML Voice-Recognition Application on Resource Frugal Edge Devices Applied Sciences · Jisu Kwon and Daejin Park

Collaborative Streamlined On-Chip Software Architecture on Heterogenous Multi-Cores for Low-Power Reactive Control in Automotive Embedded Processors IEMEK JESA · Jisu Kwon and Daejin Park

Low-Power Fast Partial Firmware Update Technique of On-Chip Flash Memory for Reliable Embedded IoT Microcontroller IEICE Transactions on Electronics · Jisu Kwon, Moon Gi Seok, and Daejin Park

Low-Power Metamorphic MCU using Partial Firmware Update Method for Irregular Target Systems Control JKIICE · Jongheon Baek, Jiwoong Jung, Minsung Kim, Jisu Kwon, and Daejin Park

GPU-Based ECC Decode Unit for Efficient Massive Data Reception Acceleration JIPS · Jisu Kwon, Moon Gi Seok, and Daejin Park

Acceleration of ECC Computation for Robust Massive Data Reception under GPU-based Embedded Systems JKIICE · Jisu Kwon and Daejin Park

Velocity and Distance Estimation-based Sensing Data Collection Interval Control Technique for Vehicle Data-Processing Overhead Reduction JKIICE · Jisu Kwon and Daejin Park

Efficient Flash Memory Access Power Reduction Techniques for IoT-Driven Rare-Event Logging Application IEMEK JESA · Jisu Kwon and Daejin Park

Sliding-Window-based Fast and Lightweight ADC Pseudo-Randomness Compensation Technique for Low-Cost ADC VLSI-TSA · Jisu Kwon and Daejin Park

A Dynamic Linking Framework for Efficient QEMU Peripheral Development and Maintenance IEEE ICAIIC · Gihyeon Jeon, Jisu Kwon, and Daejin Park

Hardware Accelerator Processing Element Unit Dynamic Pruning using Runtime RTL Simulation Reconfiguration IEEE MWSCAS · Jisu Kwon, Heuijee Yun, and Daejin Park

Work-in-Progress: Micro-Accelerator-in-the-Loop Framework for MCU Integrated Accelerator Peripheral Fast Prototyping ACM/IEEE EMSOFT · Jisu Kwon and Daejin Park

Implementation of Computation-Efficient Sensor Network for Kalman Filter-based Intelligent Position-Aware Application IEEE ICAIIC · Jisu Kwon and Daejin Park

Lightweighted AI-based Inference using Deterministic Randomness Compensation for Microcontroller ADC Resolution Enhancement ISOCC · Jisu Kwon and Daejin Park

Neural Network-based Approximate Quality Prediction for Parameter Exploration in Industrial Manufacturing IEEE ISPACS · Jisu Kwon, Moon Gi Seok, and Daejin Park

Metamorphic Edge Processor Simulation Framework Using Flexible Runtime Partial Replacement of Software-Embedded Verilog RTL Models IEEE ISCAS · Jisu Kwon, Sejong Oh, and Daejin Park

Toward Data-Adaptable TinyML Using Model Partial Replacement for Resource Frugal Edge Device HPC-Asia · Jisu Kwon and Daejin Park

User Insensible Sliding Firmware Update Technique for Flash-Area/Time-Cost Reduction toward Low-Power Embedded Software Replacement IEEE COOLChips · Jisu Kwon, Moon Gi Seok, and Daejin Park

Segmented Polynomial Approximation for Controlled System Characteristic Estimation on Lightweight Edge Device IEEE ICCE-Asia · Minsung Kim, Jongheon Baek, Jiwoong Jung, Jisu Kwon, and Daejin Park

Function Block-Based Robust Firmware Update Technique for Additional Flash-Area/Energy-Consumption Overhead Reduction IEEE ISPACS · Jisu Kwon, Jeonghun Cho, and Daejin Park

Efficient Flash Memory Access Power Reduction Techniques for IoT-Driven Rare-Event Logging Application IEEE COOLChips · Poster · Jisu Kwon, Jeonghun Cho, and Daejin Park

Artificial Intelligence Computing System and Method KR Patent · Daejin Park and Jisu Kwon

Firmware System to Control Software Malfunction and Control Method Thereof KR Patent · Daejin Park and Jisu Kwon

Code Insertion Module and Method for Dividing Storage of Firmware Segment KR Patent · Daejin Park and Jisu Kwon

Firmware Update Device and Update Method KR Patent · Daejin Park and Jisu Kwon

Firmware Update Method using QR Code Image and Electronic Device Performing Same KR Patent · Daejin Park and Jisu Kwon