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S

Sungroh Yoon

seoul national university (snu)

55H-index
466Paper Count
1.3WCitation Count
Published Papers 76
Publication Date
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Data-Driven Discovery of Quaternary Ammonium Interlayers for Efficient and Thermally Stable Perovskite Solar Cells
errAdvanced Materials
IF26.8
err2026-04-18
err0
errOAAI
errJongbeom Kim; Yang Jeong Park; Chaehoon Jeon; Nahye Shin; Jaewang Park; Seungun Lee; Jino Im; Sungroh Yoon; Sang Il Seok
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errSave
Beyond Language-Specific Neurons: The Challenge of Identifying Speech-Specific Neurons in Multimodal LLMs
errIEEE Journal of Selected Topics in Signal Processing
IF13.7
err2026-01-28
err0
PREAI
errNohil Park; Che Hyun Lee; Jiheum Yeom; Heeseung Kim; Sungroh Yoon
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errSave
A Multifaceted Analysis of Negative Bias in Large Language Models Through the Lens of Parametric Knowledge
errIEEE Transactions on Audio Speech and Language Processing
IF0
err2026-01-01
err0
PREAI
errSong, Jongyoon; Yu, Sangwon; Yoon, Sungroh
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Unbiased microRNA-Disease Association Prediction Using ICD-11 Codes and Negative Sampling
errPHARMACOLOGY RESEARCH & PERSPECTIVES
IF2.3
err2025-11-28
err0
errOAAI
errChang, Munyoung; Jo, Jeonghee; Ahn, Junyong; Kang, Bong Gyun; Nam, Sun Mo; Park, Chul-Kee; Yoon, Sungroh
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errSave
An LLM as a virtual simulation model for language-eloquent area surgery in human
errMEDICAL HYPOTHESES
IF0.8
err2025-10-01
err0
PREAI
errNam, Sun Mo; Park, Nohil; Park, Chul-Kee; Chang, Munyoung; Yoon, Sungroh
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errSave
A comprehensive survey of deep learning for time series forecasting: architectural diversity and open challenges
errARTIFICIAL INTELLIGENCE REVIEW
IF13.9
err2025-04-23
err0
errOAAI
errKim, Jongseon; Kim, Hyungjoon; Kim, Hyungi; Lee, Dongjun; Yoon, Sungroh
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errSave
On Mitigating Stability-Plasticity Dilemma in CLIP-guided Image Morphing via Geodesic Distillation Loss
errINTERNATIONAL JOURNAL OF COMPUTER VISION
IF9.3
err2024-12-10
err0
PREAI
errOh, Yeongtak; Lee, Saehyung; Hwang, Uiwon; Yoon, Sungroh
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errSave
Machine learning of metal-organic framework design for carbon dioxide capture and utilization
errJOURNAL OF CO2 UTILIZATION
IF8.4
err2024-11-01
err0
errOAAI
errPark, Yang Jeong; Yoon, Sungroh; Jerng, Sung Eun
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Predicting the efficiency of prime editing guide RNAs in human cells (vol 39, pg 198, 2021)
errNATURE BIOTECHNOLOGY
IF41.7
err2024-02-08
err0
errOAAI
errKim, Hui Kwon; Yu, Goosang; Park, Jinman; Min, Seonwoo; Lee, Sungtae; Yoon, Sungroh; Kim, Hyongbum Henry
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errSave
Mass spectra prediction with structural motif-based graph neural networks
errSCIENTIFIC REPORTS
IF3.9
err2024-01-16
err5
errOAAI
errPark, Jiwon; Jo, Jeonghee; Yoon, Sungroh
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errSave
Deep contrastive learning of molecular conformation for efficient property prediction
errNATURE COMPUTATIONAL SCIENCE
IF18.3
err2023-12-04
err4
PREAI
errPark, Yang Jeong; Kim, Hyungi; Jo, Jeonghee; Yoon, Sungroh
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errSave
GeoT: A Geometry-Aware Transformer for Reliable Molecular Property Prediction and Chemically Interpretable Representation Learning
errACS OMEGA
IF4.3
err2023-10-09
err5
errOAAI
errKwak, Bumju; Park, Jiwon; Kang, Taewon; Jo, Jeonghee; Lee, Byunghan; Yoon, Sungroh
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errSave
Real-world prediction of preclinical Alzheimer's disease with a deep generative model
errARTIFICIAL INTELLIGENCE IN MEDICINE
IF6.2
err2023-10-01
err5
errOAAI
errHwang, Uiwon; Kim, Sung-Woo; Jung, Dahuin; Kim, SeungWook; Lee, Hyejoo; Seo, Sang Won; Seong, Joon-Kyung; Yoon, Sungroh
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errSave
AIVariant: a deep learning-based somatic variant detector for highly contaminated tumor samples
errEXPERIMENTAL AND MOLECULAR MEDICINE
IF12.9
err2023-08-01
err0
errOAAI
errJeon, Hyeonseong; Ahn, Junhak; Na, Byunggook; Hong, Soona; Sael, Lee; Kim, Sun; Yoon, Sungroh; Baek, Daehyun
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errSave
Robust End-to-End Focal Liver Lesion Detection Using Unregistered Multiphase Computed Tomography Images
errIEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE
IF6.5
err2023-04-01
err7
errOAAI
errLee, Sang-Gil; Kim, Eunji; Bae, Jae Seok; Kim, Jung Hoon; Yoon, Sungroh
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errSave
PixelSteganalysis: Pixel-Wise Hidden Information Removal With Low Visual Degradation
errIEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING
IF7.5
err2023-01-01
err7
errOAAI
errJung, Dahuin; Bae, Ho; Choi, Hyun-Soo; Yoon, Sungroh
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errSave
Silent Speech Recognition with Strain Sensors and Deep Learning Analysis of Directional Facial Muscle Movement
errACS APPLIED MATERIALS & INTERFACES
IF8.2
err2022-11-22
err16
PREAI
errYoo, Hyunjun; Kim, Eunji; Chung, Jong Won; Cho, Hyeon; Jeong, Sujin; Kim, Heeseung; Jang, Dongju; Kim, Hayun; Yoon, Jinsu; Lee, Gae Hwang; Kang, Hyunbum; Kim, Joo-Young; Yun, Youngjun; Yoon, Sungroh; Hong, Yongtaek
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errSave
Imbalanced Data Classification via Cooperative Interaction Between Classifier and Generator
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2022-08-01
err22
errOAAI
errChoi, Hyun-Soo; Jung, Dahuin; Kim, Siwon; Yoon, Sungroh
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errSave
Data Embedding Scheme for Efficient Program Behavior Modeling With Neural Networks
errIEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE
IF6.5
err2022-08-01
err2
errOAAI
errAhn, Sunwoo; Yi, Hayoon; Bae, Ho; Yoon, Sungroh; Paek, Yunheung
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errSave
DNA Privacy: Analyzing Malicious DNA Sequences Using Deep Neural Networks
errIEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS
IF3.4
err2022-03-01
err9
errOAAI
errBae, Ho; Min, Seonwoo; Choi, Hyun-Soo; Yoon, Sungroh
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
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David R. Liu
H-index: 124 · Papers: 378
王巍 cover
王巍 (Wei Wang)
H-index: 112 · Papers: 2.6K
L
Luca Benini
H-index: 107 · Papers: 2.3K
G
Giovanni De Micheli
H-index: 86 · Papers: 1.1K
S
Sang Il Seok
H-index: 81 · Papers: 286
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