Hyeonjin Kim

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

Bibliography

2024
BERT-PIN: A BERT-Based Framework for Recovering Missing Data Segments in Time-Series Load Profiles.
IEEE Trans. Ind. Informatics, October, 2024

A Contextually Supervised Optimization-Based HVAC Load Disaggregation Methodology.
IEEE Trans. Smart Grid, July, 2024

Applying Fine-Tuned LLMs for Reducing Data Needs in Load Profile Analysis.
CoRR, 2024

A Novel Vision Transformer based Load Profile Analysis using Load Images as Inputs.
CoRR, 2024

TEAM MIPAL at MEDIQA-M3G 2024: Large VQA Models for Dermatological Diagnosis.
Proceedings of the 6th Clinical Natural Language Processing Workshop, 2024

2023
LAS: Locality-Aware Scheduling for GEMM-Accelerated Convolutions in GPUs.
IEEE Trans. Parallel Distributed Syst., May, 2023

Prediction of Cable Behavior Using Finite Element Analysis Results for Flexible Cables.
Sensors, 2023

Renal parenchyma segmentation based on a cascaded self-adaptive framework with local context-aware mix-up regularization in abdominal MR images.
Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, San Diego, 2023

An ICA-Based HVAC Load Disaggregation Method Using Smart Meter Data.
Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2023

NOMAD: Enabling Non-blocking OS-managed DRAM Cache via Tag-Data Decoupling.
Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2023

2022
Design Considerations of a Coordinative Demand Charge Mitigation Strategy.
CoRR, 2022

A Modified Sequence-to-point HVAC Load Disaggregation Algorithm.
CoRR, 2022

Deep pancreas segmentation through quantification of pancreatic uncertainty on abdominal CT images.
Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, San Diego, 2022

mmWave path loss modeling for urban scenarios based on 3D-convolutional neural networks.
Proceedings of the International Conference on Information Networking, 2022

2021
The Nebula Benchmark Suite: Implications of Lightweight Neural Networks.
IEEE Trans. Computers, 2021

Renal parenchyma segmentation in abdominal MR images based on cascaded deep convolutional neural network with signal intensity correction.
Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021

Two-stage meniscus segmentation framework integrating multiclass localization network and adversarial learning-based segmentation network in knee MR images.
Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021

2020
Capturing cell type-specific chromatin compartment patterns by applying topic modeling to single-cell Hi-C data.
PLoS Comput. Biol., 2020

MPC-Based Optimal Operation for a PV Farm With Dual ESSs Using Spectral Density Analysis of Market Signals.
IEEE Access, 2020

Duplo: Lifting Redundant Memory Accesses of Deep Neural Networks for GPU Tensor Cores.
Proceedings of the 53rd Annual IEEE/ACM International Symposium on Microarchitecture, 2020

Renal parenchyma segmentation in abdominal CT images based on deep convolutional neural networks with similar atlas selection and transformation.
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020

2019
Renal parenchyma segmentation from abdominal CT images using multi-atlas method with intensity and shape constraints.
Proceedings of the Medical Imaging 2019: Image Processing, 2019

2017
CHAM: A Family of Lightweight Block Ciphers for Resource-Constrained Devices.
Proceedings of the Information Security and Cryptology - ICISC 2017 - 20th International Conference, Seoul, South Korea, November 29, 2017

2016
Multi-atlas segmentation of the cartilage in knee MR images with sequential volume- and bone-mask-based registrations.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, 2016

2015
Effective object segmentation based on physical theory in an MR image.
Multim. Tools Appl., 2015

Chest wall segmentation in automated 3D breast ultrasound using rib shadow enhancement and multi-plane cumulative probability enhanced map.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015

2012
An object recognition method using the improved snake algorithm.
Proceedings of the 6th International Conference on Ubiquitous Information Management and Communication, 2012

2011
Exploring freshmen preservice teachers' situated knowledge in reflective reports during case-based activities.
Internet High. Educ., 2011

Developing situated knowledge about teaching with technology via Web-enhanced Case-based activity.
Comput. Educ., 2011

2009
On the weight and nonlinearity of homogeneous rotation symmetric Boolean functions of degree 2.
Discret. Appl. Math., 2009

2006
An integration approach of QA engines depending on answer-class.
Proceedings of the 2006 IEEE International Conference on Information Reuse and Integration, 2006

Heterogeneous Answer Acquisition Methods in Encyclopedia QA.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2006

Fine-Grained Named Entity Recognition Using Conditional Random Fields for Question Answering.
Proceedings of the Information Retrieval Technology, 2006

2005
Educational technology research in postsecondary settings: Promise, problems, and prospects.
J. Comput. High. Educ., 2005

Enhanced Question Answering with Combination of Pre-acquired Answers.
Proceedings of the Information Retrieval Technology, 2005

A LF Based Answer Indexing Method for Encyclopedia Question-Answering System.
Proceedings of the Information Retrieval Technology, 2005

Descriptive Question Answering in Encyclopedia.
Proceedings of the ACL 2005, 2005

2004
Reconciling research, theory, and practice in web-based teaching and learning: The case for grounded design.
J. Comput. High. Educ., 2004

1999
An Adaptive Image Processing Technology Prediction by Image Analysis.
Proceedings of the Signal and Image Processing (SIP), 1999

1998
IC leadframe inspection system using multiple thread on the Windows NT.
Proceedings of the Knowledge-Based Intelligent Electronic Systems, 1998


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