Kyung-Ah Sohn

89 papers A* 3A 2B 3C 5Misc 3Journal 49Unranked 24
YearRankTypeTitle / Venue / Authors
2025 — conf
Evaluation of Multi-Agent LLMs in Multidisciplinary Team Decision-Making for Challenging Cancer Cases.
MLHC
Jaesik Kim, Byounghan Lee, Kyung-Ah Sohn, Dokyoon Kim, Young Chan Lee
2025 J jnl
GeOKG: geometry-aware knowledge graph embedding for Gene Ontology and genes.
Bioinform.
Chang-Uk Jeong, Jaesik Kim, Dokyoon Kim, Kyung-Ah Sohn
2025 J jnl
Textual variations in social media text processing applications: challenges, solutions, and trends.
Artif. Intell. Rev.
Jebran Khan, Kashif Ahmad, Senthil Kumar Jagatheesaperumal, Kyung-Ah Sohn
2025 J jnl
Vision transformer based interpretable metabolic syndrome classification using retinal Images.
npj Digit. Medicine
Tae Kwan Lee, So Yeon Kim, Hyuk Jin Choi, Eun Kyung Choe, Kyung-Ah Sohn
2024 J jnl
Data Augmentation for Low-Level Vision: CutBlur and Mixture-of-Augmentation.
Int. J. Comput. Vis.
Namhyuk Ahn, Jaejun Yoo, Kyung-Ah Sohn
2024 J jnl
Decomposing texture and semantic for out-of-distribution detection.
Expert Syst. Appl.
Jeong-Hyeon Moon, Namhyuk Ahn, Kyung-Ah Sohn
2024 J jnl
Frequency Domain Deep Learning With Non-Invasive Features for Intraoperative Hypotension Prediction.
IEEE J. Biomed. Health Informatics
Jeong-Hyeon Moon, Garam Lee, Seung Mi Lee, Jiho Ryu, Dokyoon Kim, Kyung-Ah Sohn
2024 — conf
Graph-Aware Unsupervised Feature Scoring Using Reconstruction Errors in GNN Embeddings.
BIBM
Sehee Wang, So Yeon Kim, Kyung-Ah Sohn
2024 A* conf
OmniStitch: Depth-Aware Stitching Framework for Omnidirectional Vision with Multiple Cameras.
ACM Multimedia
Sooho Kim, Soyeon Hong, KyungSoo Park, Hyunsouk Cho, Kyung-Ah Sohn
2024 — conf
PSYDIAL: Personality-based Synthetic Dialogue Generation Using Large Language Models.
LREC/COLING
Ji-Eun Han, Jun-Seok Koh, Hyeon-Tae Seo, Du-Seong Chang, Kyung-Ah Sohn
2024 J jnl
PSYDIAL: Personality-based Synthetic Dialogue Generation using Large Language Models.
CoRR
Ji-Eun Han, Jun-Seok Koh, Hyeon-Tae Seo, Du-Seong Chang, Kyung-Ah Sohn
2024 J jnl
Regularization Using Noise Samples Identified by the Feature Norm for Face Recognition.
IEEE Access
Taeseong Gim, Kyung-Ah Sohn
2024 J jnl
Social Media Informatics for Sustainable Cities and Societies: An Overview of the Applications, associated Challenges, and Potential Solutions.
CoRR
Jebran Khan, Kashif Ahmad, Senthil Kumar Jagatheesaperumal, Nasir Ahmad, Kyung-Ah Sohn
2024 J jnl
Text-free diffusion inpainting using reference images for enhanced visual fidelity.
Pattern Recognit. Lett.
Beomjo Kim, Kyung-Ah Sohn
2023 J jnl
An Efficient Character-Level Adversarial Attack Inspired by Textual Variations in Online Social Media Platforms.
Comput. Syst. Sci. Eng.
Jebran Khan, Kashif Ahmad, Kyung-Ah Sohn
2023 J jnl
Attention-guided residual frame learning for video anomaly detection.
Multim. Tools Appl.
Jun-Hyung Yu, Jeong-Hyeon Moon, Kyung-Ah Sohn
2023 J jnl
CEAT: Curvature Feature Extractor Using Action Based Triplet Learning for Action Segmentation.
IEEE Access
Seungmin Jang, Jeong-Hyeon Moon, So Yeon Kim, Kyung-Ah Sohn
2023 J jnl
Deep Multi-Modal Network Based Automated Depression Severity Estimation.
IEEE Trans. Affect. Comput.
Md Azher Uddin, Joolekha Bibi Joolee, Kyung-Ah Sohn
2023 — conf
Fluency Matters! Controllable Style Transfer with Syntax Guidance.
WASSA@ACL
Ji-Eun Han, Kyung-Ah Sohn
2023 — conf
Improving Unsupervised Out-of-domain detection through Pseudo Labeling and Learning.
EACL (Findings)
Byounghan Lee, Jaesik Kim, Junekyu Park, Kyung-Ah Sohn
2022 J jnl
A Novel Multi-Modal Network-Based Dynamic Scene Understanding.
ACM Trans. Multim. Comput. Commun. Appl.
Md Azher Uddin, Joolekha Bibi Joolee, Young-Koo Lee, Kyung-Ah Sohn
2022 J jnl
An ensemble approach to anomaly detection using high- and low-variance principal components.
Comput. Electr. Eng.
Jeong-Hyeon Moon, Jun-Hyung Yu, Kyung-Ah Sohn
2022 J jnl
Efficient deep neural network for photo-realistic image super-resolution.
Pattern Recognit.
Namhyuk Ahn, Byungkon Kang, Kyung-Ah Sohn
2022 — conf
Exploiting Distortion Information for Multi-degraded Image Restoration.
CVPR Workshops
Wooksu Shin, Namhyuk Ahn, Jeong-Hyeon Moon, Kyung-Ah Sohn
2022 B conf
Why Is It Hate Speech? Masked Rationale Prediction for Explainable Hate Speech Detection.
COLING
Jiyun Kim, Byounghan Lee, Kyung-Ah Sohn
2022 J jnl
Why Is It Hate Speech? Masked Rationale Prediction for Explainable Hate Speech Detection.
CoRR
Jiyun Kim, Byounghan Lee, Kyung-Ah Sohn
2021 J jnl
Dynamic Facial Expression Understanding Using Deep Spatiotemporal LDSP On Spark.
IEEE Access
Md Azher Uddin, Joolekha Bibi Joolee, Kyung-Ah Sohn
2021 J jnl
HiG2Vec: hierarchical representations of Gene Ontology and genes in the Poincaré ball.
Bioinform.
Jaesik Kim, Dokyoon Kim, Kyung-Ah Sohn
2021 — conf
Interpretable temporal graph neural network for prognostic prediction of Alzheimer's disease using longitudinal neuroimaging data.
BIBM
Mansu Kim, Jaesik Kim, Jeffrey Qu, Heng Huang, Qi Long, Kyung-Ah Sohn, Dokyoon Kim, Li Shen
2021 — conf
Is Your Chatbot Perplexing?: Confident Personalized Conversational Agent for Consistent Chit-Chat Dialogue.
ICAART (2)
Young Yun Na, Junekyu Park, Kyung-Ah Sohn
2021 J jnl
Multi-layered network-based pathway activity inference using directed random walks: application to predicting clinical outcomes in urologic cancer.
Bioinform.
So Yeon Kim, Eun Kyung Choe, Manu K. Shivakumar, Dokyoon Kim, Kyung-Ah Sohn
2021 J jnl
What is Wrong with One-Class Anomaly Detection?
CoRR
Junekyu Park, Jeong-Hyeon Moon, Namhyuk Ahn, Kyung-Ah Sohn
2020 J jnl
EEG-Based Emotion Classification for Alzheimer's Disease Patients Using Conventional Machine Learning and Recurrent Neural Network Models.
Sensors
Jungryul Seo, Teemu Henrikki Laine, Gyuhwan Oh, Kyung-Ah Sohn
2020 B conf
How Positive Are You: Text Style Transfer using Adaptive Style Embedding.
COLING
Heejin Kim, Kyung-Ah Sohn
2020 — conf
NTIRE 2020 Challenge on Real-World Image Super-Resolution: Methods and Results.
CVPR Workshops
Andreas Lugmayr, Martin Danelljan, Radu Timofte, Namhyuk Ahn, Dongwoon Bai, Jie Cai, Yun Cao, Junyang Chen, Kaihua Cheng, Se Young Chun, Wei Deng, Mostafa El-Khamy, Chiu Man Ho, Xiaozhong Ji, Amin Kheradmand, Gwantae Kim, Hanseok Ko, Kanghyu Lee, Jungwon Lee, Hao Li, Ziluan Liu, Zhi-Song Liu, Shuai Liu, Yunhua Lu, Zibo Meng, Pablo Navarrete Michelini, Christian Micheloni, Kalpesh Prajapati, Haoyu Ren, Yonghyeok Seo, Wan-Chi Siu, Kyung-Ah Sohn, Ying Tai, Rao Muhammad Umer, Shuangquan Wang, Huibing Wang, Timothy Haoning Wu, Haoning Wu, Biao Yang, Fuzhi Yang, Jaejun Yoo, Tongtong Zhao, Yuanbo Zhou, Haijie Zhuo, Ziyao Zong, Xueyi Zou
2020 J jnl
NTIRE 2020 Challenge on Real-World Image Super-Resolution: Methods and Results.
CoRR
Andreas Lugmayr, Martin Danelljan, Radu Timofte, Namhyuk Ahn, Dongwoon Bai, Jie Cai, Yun Cao, Junyang Chen, Kaihua Cheng, Se Young Chun, Wei Deng, Mostafa El-Khamy, Chiu Man Ho, Xiaozhong Ji, Amin Kheradmand, Gwantae Kim, Hanseok Ko, Kanghyu Lee, Jungwon Lee, Hao Li, Ziluan Liu, Zhi-Song Liu, Shuai Liu, Yunhua Lu, Zibo Meng, Pablo Navarrete Michelini, Christian Micheloni, Kalpesh Prajapati, Haoyu Ren, Yonghyeok Seo, Wan-Chi Siu, Kyung-Ah Sohn, Ying Tai, Rao Muhammad Umer, Shuangquan Wang, Huibing Wang, Timothy Haoning Wu, Haoning Wu, Biao Yang, Fuzhi Yang, Jaejun Yoo, Tongtong Zhao, Yuanbo Zhou, Haijie Zhuo, Ziyao Zong, Xueyi Zou
2020 — conf
Restoring Spatially-Heterogeneous Distortions Using Mixture of Experts Network.
ACCV (2)
Sijin Kim, Namhyuk Ahn, Kyung-Ah Sohn
2020 J jnl
Restoring Spatially-Heterogeneous Distortions using Mixture of Experts Network.
CoRR
Sijin Kim, Namhyuk Ahn, Kyung-Ah Sohn
2020 A* conf
Rethinking Data Augmentation for Image Super-resolution: A Comprehensive Analysis and a New Strategy.
CVPR
Jaejun Yoo, Namhyuk Ahn, Kyung-Ah Sohn
2020 J jnl
Rethinking Data Augmentation for Image Super-resolution: A Comprehensive Analysis and a New Strategy.
CoRR
Jaejun Yoo, Namhyuk Ahn, Kyung-Ah Sohn
2020 — conf
SimUSR: A Simple but Strong Baseline for Unsupervised Image Super-resolution.
CVPR Workshops
Namhyuk Ahn, Jaejun Yoo, Kyung-Ah Sohn
2020 J jnl
SimUSR: A Simple but Strong Baseline for Unsupervised Image Super-resolution.
CoRR
Namhyuk Ahn, Jaejun Yoo, Kyung-Ah Sohn
2019 J jnl
An Adaptive Control Algorithm for Stable Training of Generative Adversarial Networks.
IEEE Access
Xiaohan Ma, Rize Jin, Kyung-Ah Sohn, Joon-Young Paik, Tae-Sun Chung
2019 J jnl
An Exploration of Machine Learning Methods for Robust Boredom Classification Using EEG and GSR Data.
Sensors
Jungryul Seo, Teemu Henrikki Laine, Kyung-Ah Sohn
2019 J jnl
Machine learning approaches for boredom classification using EEG.
J. Ambient Intell. Humaniz. Comput.
Jungryul Seo, Teemu Henrikki Laine, Kyung-Ah Sohn
2019 J jnl
Photo-realistic Image Super-resolution with Fast and Lightweight Cascading Residual Network.
CoRR
Namhyuk Ahn, Byungkon Kang, Kyung-Ah Sohn
2018 — conf
Fast, Accurate, and Lightweight Super-Resolution with Cascading Residual Network.
ECCV (10)
Namhyuk Ahn, Byungkon Kang, Kyung-Ah Sohn
2018 J jnl
Fast, Accurate, and, Lightweight Super-Resolution with Cascading Residual Network.
CoRR
Namhyuk Ahn, Byungkon Kang, Kyung-Ah Sohn
2018 J jnl
Image Distortion Detection using Convolutional Neural Network.
CoRR
Namhyuk Ahn, Byungkon Kang, Kyung-Ah Sohn
2018 — conf
Image Super-Resolution via Progressive Cascading Residual Network.
CVPR Workshops
Namhyuk Ahn, Byungkon Kang, Kyung-Ah Sohn
2018 C conf
Improving Generative Adversarial Networks with Adaptive Control Learning.
VCIP
Xiaohan Ma, Rize Jin, Kyung-Ah Sohn, Joon-Young Paik, Jing Sun, Tae-Sun Chung
2017 — conf
A Case Study on How to Predict Café Profit: A Dimension Reduction via Factor Analysis.
MUE/FutureTech
Jeong-Hyeon Moon, Chae-Young Yun, Seon-Joo Park, Kyung-Ah Sohn
2017 J jnl
A graph model based feature set selection from short texts with application to document novelty detection.
Intell. Data Anal.
Novino Nirmal A., Kyung-Ah Sohn, Tae-Sun Chung
2017 A conf
Embedding Senses via Dictionary Bootstrapping.
UAI
Byungkon Kang, Kyung-Ah Sohn
2017 Misc conf
Enhancing the Performance of Convolutional Neural Networks on Quality Degraded Datasets.
DICTA
Jonghwa Yim, Kyung-Ah Sohn
2017 J jnl
Enhancing the Performance of Convolutional Neural Networks on Quality Degraded Datasets.
CoRR
Jonghwa Yim, Kyung-Ah Sohn
2017 — conf
Finding Compact Class Sets for Korean Font Image Classification.
ACPR
Seungwon Shin, Dongkyu Kim, Homin Park, Byungkon Kang, Kyung-Ah Sohn
2017 — conf
Generating Time Series Simulation Dataset Derived from Dynamic Time-Varying Bayesian Network.
ICISA
Garam Lee, Hyunjin Lee, Kyung-Ah Sohn
2017 — conf
Image Distortion Detection Using Convolutional Neural Network.
ACPR
Namhyuk Ahn, Byungkon Kang, Kyung-Ah Sohn
2017 J jnl
Investigating the feature collection for semantic segmentation via single skip connection.
CoRR
Jonghwa Yim, Kyung-Ah Sohn
2017 J jnl
Multi-resolution Lossless Image Compression for Progressive Transmission and Multiple Decoding Using an Enhanced Edge Adaptive Hierarchical Interpolation.
KSII Trans. Internet Inf. Syst.
Yenewondim Biadgie, Minsung Kim, Kyung-Ah Sohn
2017 B conf
Multi-view network-based social-tagged landmark image clustering.
ICIP
So Yeon Kim, Kyung-Ah Sohn
2016 J jnl
Topic Model based Approach for Improved Indexing in Content based Document Retrieval.
Int. J. Networked Distributed Comput.
Moon Soo Cha, So Yeon Kim, Jae Hee Ha, Min-June Lee, Young-June Choi, Kyung-Ah Sohn
2016 J jnl
Topic category analysis on twitter via cross-media strategy.
Multim. Tools Appl.
Seung-Woo Choi, Moonsu Cha, Kyung-Ah Sohn
2015 — conf
A Network Clustering Based Software Attribute Selection for Identifying Fault-Prone Modules.
ICITCS
So Yeon Kim, Sungdo Gu, Hyun-Hwan Jeong, Kyung-Ah Sohn
2015 J jnl
A comment on two-locus epistatic interaction models for genome-wide association studies.
J. Bioinform. Comput. Biol.
Kyung-Ah Sohn, Kyubum Wee
2015 C conf
A graph model based author attribution technique for single-class e-mail classification.
ICIS
Novino Nirmal A., Kyung-Ah Sohn, Tae-Sun Chung
2015 — conf
Anonymous Author Similarity Identification.
ICITCS
Alemu Molla Kebede, Kaleab Getaneh Tefrie, Kyung-Ah Sohn
2015 C conf
CBDIR: Fast and effective content based document Information Retrieval system.
ICIS
Moon Soo Cha, So Yeon Kim, Jae Hee Ha, Min-June Lee, Young-June Choi, Kyung-Ah Sohn
2015 — conf
Constructing and Exploiting Software Metrics Networks for Software Quality Assessment.
ICITCS
Sungdo Gu, So Yeon Kim, Hyun-Hwan Jeong, Kyung-Ah Sohn
2015 J jnl
Graph-Based Spam Image Detection for Mobile Phone Spam Image Filtering.
Int. J. Softw. Innov.
So Yeon Kim, Kyung-Ah Sohn
2015 J jnl
Investigating the utility of clinical outcome-guided mutual information network in network-based Cox regression.
BMC Syst. Biol.
Hyun-Hwan Jeong, So Kim, Kyubum Wee, Kyung-Ah Sohn
2015 J jnl
Knowledge boosting: a graph-based integration approach with multi-omics data and genomic knowledge for cancer clinical outcome prediction.
J. Am. Medical Informatics Assoc.
Dokyoon Kim, Je-Gun Joung, Kyung-Ah Sohn, Hyunjung Shin, Yu Rang Park, Marylyn D. Ritchie, Ju Han Kim
2015 — conf
LAMDA at TREC CDS track 2015 - Clinical Decision Support Track.
TREC
Moon Soo Cha, Woo-Jin Han, Garam Lee, Minsung Kim, Kyung-Ah Sohn
2015 C conf
Mobile phone spam image detection based on graph partitioning with Pyramid Histogram of Visual Words image descriptor.
ICIS
So Yeon Kim, Kyung-Ah Sohn
2015 J jnl
hiHMM: Bayesian non-parametric joint inference of chromatin state maps.
Bioinform.
Kyung-Ah Sohn, Joshua Wing Kei Ho, Djordje Djordjevic, Hyun-Hwan Jeong, Peter J. Park, Ju Han Kim
2014 J jnl
Comparative analysis of metazoan chromatin organization Open.
Nat.
Joshua Wing Kei Ho, Youngsook L. Jung, Tao Liu, Burak Han Alver, Soohyun Lee, Kohta Ikegami, Kyung-Ah Sohn, Aki Minoda, Michael Y. Tolstorukov, Alex Appert, Stephen C. J. Parker, Tingting Gu, Anshul Kundaje, Nicole C. Riddle, Eric Bishop, Thea A. Egelhofer, Sheng'en Shawn Hu, Artyom A. Alekseyenko, Andreas Rechtsteiner, Dalal Asker, Jason A. Belsky, Sarah K. Bowman, Q. Brent Chen, Ron A.-J. Chen, Daniel S. Day, Yan Dong, Andrea C. Dose, Xikun Duan, Charles B. Epstein, Sevinc Ercan, Elise A. Feingold, Francesco Ferrari, Jacob M. Garrigues, Nils Gehlenborg, Peter J. Good, Psalm Haseley, Daniel He, Moritz Herrmann, Michael M. Hoffman, Tess E. Jeffers, Peter V. Kharchenko, Paulina Kolasinska-Zwierz, Chitra V. Kotwaliwale, Nischay Kumar, Sasha A. Langley, Erica Larschan, Isabel Latorre, Maxwell W. Libbrecht, Xueqiu Lin, Richard Park, Michael J. Pazin, Hoang N. Pham, Annette Plachetka, Bo Qin, Yuri B. Schwartz, Noam Shoresh, Przemyslaw Stempor, Anne Vielle, Chengyang Wang, Christina M. Whittle, Huiling Xue, Robert E. Kingston, Ju Han Kim, Bradley E. Bernstein, Abby F. Dernburg, Vincenzo Pirrotta, Mitzi I. Kuroda, William S. Noble, Thomas D. Tullius, Manolis Kellis, David M. MacAlpine, Susan Strome, Sarah C. R. Elgin, Xiaole Shirley Liu, Jason D. Lieb, Julie Ahringer, Gary H. Karpen, Peter J. Park
2014 J jnl
Fast detection of high-order epistatic interactions in genome-wide association studies using information theoretic measure.
Comput. Biol. Chem.
Sangseob Leem, Hyun-Hwan Jeong, Jungseob Lee, Kyubum Wee, Kyung-Ah Sohn
2014 — conf
Network-Based Visualization of Opinion Mining and Sentiment Analysis on Twitter.
ICITCS
Alemu Molla, Yenewondim Biadgie, Kyung-Ah Sohn
2013 J jnl
Relative impact of multi-layered genomic data on gene expression phenotypes in serous ovarian tumors.
BMC Syst. Biol.
Kyung-Ah Sohn, Dokyoon Kim, Jaehyun Lim, Ju Han Kim
2012 A conf
Joint Estimation of Structured Sparsity and Output Structure in Multiple-Output Regression via Inverse-Covariance Regularization.
AISTATS
Kyung-Ah Sohn, Seyoung Kim
2009 J jnl
A multivariate regression approach to association analysis of a quantitative trait network.
Bioinform.
Seyoung Kim, Kyung-Ah Sohn, Eric P. Xing
2007 J jnl
View Influence Analysis and Optimization for Multiview Face Recognition.
EURASIP J. Image Video Process.
Won-Sook Lee, Kyung-Ah Sohn
2006 A* conf
Bayesian multi-population haplotype inference via a hierarchical dirichlet process mixture.
ICML
Eric P. Xing, Kyung-Ah Sohn, Michael I. Jordan, Yee Whye Teh
2006 — conf
Hidden Markov Dirichlet Process: Modeling Genetic Recombination in Open Ancestral Space.
NIPS
Kyung-Ah Sohn, Eric P. Xing
2005 Misc conf
Automatic 3D Face Modeling with Single Image and Perspective Projection Model.
MVA
Haibing Ren, Kyung-Ah Sohn, Seok-Cheol Kee
2004 — conf
Database Construction & Recognition for Multi-view face.
FGR
Won-Sook Lee, Kyung-Ah Sohn
2004 C conf
Face Recognition Using Computer-Generated Database.
Computer Graphics International
Won-Sook Lee, Kyung-Ah Sohn
2002 Misc conf
Computing Distances between Surfaces Using Line Geometry.
PG
Kyung-Ah Sohn, Bert Jüttler, Myung-Soo Kim, Wenping Wang