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Minhyeok Lee

university of london

23H-index
132Paper Count
2.1KCitation Count
Published Papers 30
Publication Date
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FreqDualNet: frequency-aware vision transformers for tumor segmentation
errPeerJ Computer Science
IF2.5
err2026-04-21
err0
PREAI
errLee, Jungro; Lee, Minhyeok
errShare
errSave
Fractal-Guided Token Pruning for Efficient Vision Transformers
errFractal and Fractional 2025, Vol. 9, Page 767
IF3.3
err2025-11-25
err0
errOAAI
errSeong Rok Kim; Minhyeok Lee
errShare
errSave
FracGrad: A Discretized Riemann–Liouville Fractional Integral Approach to Gradient Accumulation for Deep Learning
errFractal and Fractional 2025, Vol. 9, Page 733
IF3.3
err2025-11-18
err0
errOAAI
errMinhyeok Lee
errShare
errSave
Does Low Spoilage Under Cold Conditions Foster Cultural Complexity During the Foraging Era?-Agent-Based Modeling and Reinforcement-Learning Approach
errBIG DATA AND COGNITIVE COMPUTING
IF4.4
err2025-02-08
err0
errOAAI
errLee, Minhyeok
errShare
errSave
Zero-Shot 3D Scene Representation With Invertible Generative Neural Radiance Fields
errIEEE ACCESS
IF3.6
err2025-01-01
err0
errOAAI
errKo, Kanghyeok; Kim, Sungyup; Lee, Minhyeok
errShare
errSave
Persistent Homology Analysis of AI-Generated Fractal Patterns: A Mathematical Framework for Evaluating Geometric Authenticity
errFRACTAL AND FRACTIONAL
IF3.3
err2024-12-13
err0
errOAAI
errLee, Minhyeok; Lee, Soyeon
errShare
errSave
Box-Counting Dimension Sequences of Level Sets in AI-Generated Fractals
errFRACTAL AND FRACTIONAL
IF3.3
err2024-12-12
err0
errOAAI
errLee, Minhyeok; Lee, Soyeon
errShare
errSave
Fractal Analysis of GPT-2 Token Embedding Spaces: Stability and Evolution of Correlation Dimension
errFRACTAL AND FRACTIONAL
IF3.3
err2024-10-17
err3
errOAAI
errLee, Minhyeok
errShare
errSave
Stabilized GAN models training with kernel-histogram transformation and probability mass function distance
errAPPLIED SOFT COMPUTING
IF6.6
err2024-10-01
err1
PREAI
errSeo, Jangwon; Hwang, Hyo-Seok; Lee, Minhyeok; Seok, Junhee
errShare
errSave
Fractal Self-Similarity in Semantic Convergence: Gradient of Embedding Similarity across Transformer Layers
errFRACTAL AND FRACTIONAL
IF3.3
err2024-09-24
err3
errOAAI
errLee, Minhyeok
errShare
errSave
Deep Transfer Learning Using Real-World Image Features for Medical Image Classification, with a Case Study on Pneumonia X-ray Images
errBIOENGINEERING-BASEL
IF3.7
err2024-04-20
err7
errOAAI
errGu, Chanhoe; Lee, Minhyeok
errShare
errSave
MetaSwin: a unified meta vision transformer model for medical image segmentation
errPEERJ COMPUTER SCIENCE
IF2.5
err2024-01-03
err3
errOAAI
errLee, Soyeon; Lee, Minhyeok
errShare
errSave
DuDGAN: Improving Class-Conditional GANs via Dual-Diffusion
errIEEE ACCESS
IF3.6
err2024-01-01
err2
errOAAI
errYeom, Taesun; Gu, Chanhoe; Lee, Minhyeok
errShare
errSave
OrgUNETR: Utilizing Organ Information and Squeeze and Excitation Block for Improved Tumor Segmentation
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errRoy Choi, Sanghyuk; Lee, Jungro; Lee, Minhyeok
errShare
errSave
Determination of Optimal Water Intake Layer Using Deep Learning-Based Water Quality Monitoring and Prediction
errWATER
IF3
err2023-12-20
err2
errOAAI
errKim, Yunhwan; Kwak, Seoeun; Lee, Minhyeok; Jeong, Moon; Park, Meeyoung; Park, Yong-Gyun; Akratos, Christos S.
errShare
errSave
Machine Learning Big Data Analysis of the Impact of Air Pollutants on Rhinitis-Related Hospital Visits
errTOXICS
IF4.1
err2023-08-21
err2
errOAAI
errLee, Soyeon; Hyun, Changwan; Lee, Minhyeok
errShare
errSave
Recent Advancements in Deep Learning Using Whole Slide Imaging for Cancer Prognosis
errBIOENGINEERING-BASEL
IF3.7
err2023-07-28
err9
errOAAI
errLee, Minhyeok
errShare
errSave
Recent Advances in Deep Learning for Protein-Protein Interaction Analysis: A Comprehensive Review
errMOLECULES
IF4.6
err2023-07-02
err22
errOAAI
errLee, Minhyeok
errShare
errSave
Deep learning model with L1 penalty for predicting breast cancer metastasis using gene expression data
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2023-06-06
err4
errOAAI
errKim, Jaeyoon; Lee, Minhyeok; Seok, Junhee
errShare
errSave
SuperstarGAN: Generative adversarial networks for image-to-image translation in large-scale domains
errNEURAL NETWORKS
IF6.3
err2023-05-01
err37
errOAAI
errKo, Kanghyeok; Yeom, Taesun; Lee, Minhyeok
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
S
Sung Kyu Park
H-index: 58 · Papers: 364
Y
Yong‐Hoon Kim
H-index: 48 · Papers: 371
H
Hong Kyu Lee
H-index: 45 · Papers: 286
Y
Youngmi Kim Pak
H-index: 42 · Papers: 158
S
So‐Yeon Lee
H-index: 39 · Papers: 341
View more