Jisu Kwon
Orcid: 0000-0002-0433-9533
According to our database1,
Jisu Kwon
authored at least 18 papers
between 2019 and 2025.
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Bibliography
2025
Hyperparameter Tuning with Gaussian Processes for Optimal Abstraction Control in Simulation-based Optimization of Smart Semiconductor Manufacturing Systems.
ACM Trans. Model. Comput. Simul., January, 2025
2023
Efficient Partial Weight Update Techniques for Lightweight On-Device Learning on Tiny Flash-Embedded MCUs.
IEEE Embed. Syst. Lett., December, 2023
Optimized Replication of ADC-Based Particle Counting Algorithm with Reconfigurable Multi-Variables in Pseudo-Supervised Digital Twining of Reference Dust Sensor Systems.
Sensors, 2023
Runtime Tracking-Based Replication of On-Chip Embedded Software Using Transfer Function Learning for Dust Particle Sensing Systems.
IEEE Access, 2023
Dynamic MAC Unit Pruning Techniques in Runtime RTL Simulation for Area-Accuracy Efficient Implementation of Neural Network Accelerator.
Proceedings of the 66th IEEE International Midwest Symposium on Circuits and Systems, 2023
Work-in-Progress: Micro-Accelerator-in-the-Loop Framework for MCU Integrated Accelerator Peripheral Fast Prototyping.
Proceedings of the International Conference on Embedded Software, 2023
2022
Sparse convolutional neural network acceleration with lossless input feature map compression for resource-constrained systems.
IET Comput. Digit. Tech., 2022
Efficient Sensor Processing Technique Using Kalman Filter-Based Velocity Prediction in Large-Scale Vehicle IoT Application.
IEEE Access, 2022
Neural Network-based Approximate Quality Prediction for Parameter Exploration in Industrial Manufacturing.
Proceedings of the International Symposium on Intelligent Signal Processing and Communication Systems, 2022
Lightweighted AI-based Inference using Deterministic Randomness Compensation for Microcontroller ADC Resolution Enhancement.
Proceedings of the 19th International SoC Design Conference, 2022
2021
Low-Power Fast Partial Firmware Update Technique of On-Chip Flash Memory for Reliable Embedded IoT Microcontroller.
IEICE Trans. Electron., 2021
FogSurv: A Fog-Assisted Architecture for Urban Surveillance Using Artificial Intelligence and Data Fusion.
IEEE Access, 2021
Metamorphic Edge Processor Simulation Framework Using Flexible Runtime Partial Replacement of Software-Embedded Verilog RTL Models.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021
Toward Data-Adaptable TinyML using Model Partial Replacement for Resource Frugal Edge Device.
Proceedings of the HPC Asia 2021: The International Conference on High Performance Computing in Asia-Pacific Region, 2021
2020
J. Inf. Process. Syst., 2020
Implementation of Computation-Efficient Sensor Network for Kalman Filter-based Intelligent Position-Aware Application.
Proceedings of the 2020 International Conference on Artificial Intelligence in Information and Communication, 2020
User Insensible Sliding Firmware Update Technique for Flash-Area/Time-Cost Reduction toward Low-Power Embedded Software Replacement.
Proceedings of the 2020 IEEE Symposium in Low-Power and High-Speed Chips, 2020
2019
Function Block-Based Robust Firmware Update Technique for Additional Flash-Area/Energy-Consumption Overhead Reduction.
Proceedings of the 2019 International Symposium on Intelligent Signal Processing and Communication Systems, 2019