KK
Kyungsu Kim
cs.CVcs.LGcs.AIArtificial Intelligenceeess.IVstat.MLcs.SDeess.ASChest X-rayDeep learning
On Valency
published · living versionsW_5pbc3bzv·v1 · currentpublished
Complete Donor-Set Guidance for Frozen Diffusion Docking Models
with Hyunwoo Kim, Insoo Park, Ziseok Lee, Wooyeol Lee +1
1 version
W_bhauer8q·v1published
Preprints & journals
54 papers in the corpus · 2009–2026SurfSpec: Enhancing Off-Target-Agnostic Specificity by Bounding Pocket-Ligand Geometric Mismatch2609.02963v1 · Minyeong Hwang, Yoorim Gang, Ziseok Lee et al.2026 · 0 citationsarXiv
EraseLoRA: MLLM-Driven Foreground Exclusion and Background Subtype Aggregation for Dataset-Free Object Removal2512.21545v2 · Sanghyun Jo, Donghwan Lee, Eunji Jung et al.2025 · 0 citationsarXiv
On the Collapse of Generative Paths: A Criterion and Correction for Diffusion Steering2512.10339v2 · Ziseok Lee, Minyeong Hwang, Wooyeol Lee et al.2025 · 0 citationsarXiv
Explainable deep learning framework for cancer therapeutic target prioritization leveraging PPI centrality and node embeddings2511.12463v2 · Adham M. Alkhadrawi, Kyungsu Kim, Arif M. Rahman et al.2025 · 0 citationsarXiv
Carbon ion radiotherapy optimization techniques for pancreatic cancer: accounting for the effect of bowel gas variation.40839042 · Sheen, Chaebeom, Lee, Sunghyun, Kim, Bitbyeol et al.2026 · 0 citationsStrahlentherapie und Onkologie : Organ der Deutschen Rontgengesellschaft ... [et al]. 2026;202(1):84-94
ISAC: Training-Free Instance-to-Semantic Attention Control for Multi-Instance Generation2505.20935v4 · Sanghyun Jo, Wooyeol Lee, Ziseok Lee et al.2025 · 0 citationsarXiv
DOSE : Drum One-Shot Extraction from Music Mixture2504.18157v1 · Suntae Hwang, Seonghyeon Kang, Kyungsu Kim et al.2025 · 1 citationarXiv
Improved unsupervised 3D lung lesion detection and localization by fusing global and local features: Validation in 3D low-dose computed tomography.40198972 · Lee, Ju Hwan, Oh, Seong Je, Kim, Kyungsu et al.2025 · 8 citationsMedical image analysis. 2025;103:103559
COIN: Confidence Score-Guided Distillation for Annotation-Free Cell Segmentation2503.11439v4 · Sanghyun Jo, Seo Jin Lee, Seungwoo Lee et al.2025 · 0 citationsarXiv
OFF-CLIP: Improving Normal Detection Confidence in Radiology CLIP with Simple Off-Diagonal Term Auto-Adjustment2503.01794v1 · Junhyun Park, Chanyu Moon, Donghwan Lee et al.2025 · 1 citationarXiv
Strategies for mitigating data heterogeneities in AI-based neuro-disease detection.40037359 · Leming, Matthew, Kim, Kyungsu, Bruffaerts, Rose et al.2025 · 0 citationsNeuron. 2025;113(8):1129-1132
HybridLinker: Topology-Guided Posterior Sampling for Enhanced Diversity and Validity in 3D Molecular Linker Generation2502.17349v3 · Minyeong Hwang, Ziseok Lee, Kwang-Soo Kim et al.2025 · 0 citationsarXiv
TokenSynth: A Token-based Neural Synthesizer for Instrument Cloning and Text-to-Instrument2502.08939v1 · Kyungsu Kim, Junghyun Koo, Sungho Lee et al.2025 · 2 citationsarXiv
Artificial Intelligence (AI)-Based Computer-Assisted Detection and Diagnosis for Mammography: An Evidence-Based Review of Food and Drug Administration (FDA)-Cleared Tools for Screening Digital Breast Tomosynthesis (DBT).40182614 · Lamb, Leslie R, Lehman, Constance D, Do, Synho et al.2025 · 6 citationsAI in precision oncology. 2024;1(4):195-206
An injectable fluorescent and iodinated hydrogel for preoperative localization and dual image-guided surgery of pulmonary nodules.38651530 · Back, Woojin, Rho, Jiyun, Kim, Kyungsu et al.2024 · 8 citationsBiomaterials science. 2024;12(11):2943-2950
Precise and safe pulmonary segmentectomy enabled by visualizing cancer margins with dual-channel near-infrared fluorescence.38241308 · Jeon, Ok Hwa, Bao, Kai, Kim, Kyungsu et al.2024 · 3 citationsInternational journal of surgery (London, England). 2024;110(5):2625-2635
AI-assisted Analysis to Facilitate Detection of Humeral Lesions on Chest Radiographs.38446041 · Kim, Harim, Kim, Kyungsu, Oh, Seong Je et al.2024 · 1 citationRadiology. Artificial intelligence. 2024;6(3):e230094
Data-Efficient Unsupervised Interpolation Without Any Intermediate Frame for 4D Medical Images2404.01464v1 · JungEun Kim, Hangyul Yoon, Geondo Park et al.2024 · 15 citationsarXiv
DHR: Dual Features-Driven Hierarchical Rebalancing in Inter- and Intra-Class Regions for Weakly-Supervised Semantic Segmentation2404.00380v2 · Sanghyun Jo, Fei Pan, In-Jae Yu et al.2024 · 5 citationsarXiv
TTD: Text-Tag Self-Distillation Enhancing Image-Text Alignment in CLIP to Alleviate Single Tag Bias2404.00384v2 · Sanghyun Jo, Soohyun Ryu, Sungyub Kim et al.2024 · 3 citationsarXiv
Integrating ChatGPT into Secure Hospital Networks: A Case Study on Improving Radiology Report Analysis2402.09358v1 · Kyungsu Kim, Junhyun Park, Saul Langarica et al.2024 · 0 citationsCHIL 2024
Enhancing foveal avascular zone analysis for Alzheimer's diagnosis with AI segmentation and machine learning using multiple radiomic features.38253722 · Yoon, Je Moon, Lim, Chae Yeon, Noh, Hoon et al.2024 · 22 citationsScientific reports. 2024;14(1):1841
Automated precision localization of peripherally inserted central catheter tip through model-agnostic multi-stage networks.37783538 · Park, Subin, Cha, Yoon Ki, Park, Soyoung et al.2023 · 5 citationsArtificial intelligence in medicine. 2023;144:102643
Enhanced artificial intelligence-based diagnosis using CBCT with internal denoising: Clinical validation for discrimination of fungal ball, sinusitis, and normal cases in the maxillary sinus.37473588 · Kim, Kyungsu, Lim, Chae Yeon, Shin, Joongbo et al.2023 · 32 citationsComputer methods and programs in biomedicine. 2023;240:107708
Automatic stridor detection using small training set via patch-wise few-shot learning for diagnosis of multiple system atrophy.37407621 · Ahn, Jong Hyeon, Lee, Ju Hwan, Lim, Chae Yeon et al.2023 · 3 citationsScientific reports. 2023;13(1):10899
AI-based computer-aided diagnostic system of chest digital tomography synthesis: Demonstrating comparative advantage with X-ray-based AI systems.37348439 · Kim, Kyungsu, Lee, Ju Hwan, Je Oh, Seong et al.2023 · 12 citationsComputer methods and programs in biomedicine. 2023;240:107643
Publisher Correction: Comparative validation of AI and non-AI methods in MRI volumetry to diagnose Parkinsonian syndromes.37137957 · Song, Joomee, Hahm, Juyoung, Lee, Jisoo et al.2023 · 1 citationScientific reports. 2023;13(1):7188
MARS: Model-agnostic Biased Object Removal without Additional Supervision for Weakly-Supervised Semantic Segmentation2304.09913v1 · Sanghyun Jo, In-Jae Yu, Kyungsu Kim2023 · 33 citationsarXiv
Comparative validation of AI and non-AI methods in MRI volumetry to diagnose Parkinsonian syndromes.36859498 · Song, Joomee, Hahm, Juyoung, Lee, Jisoo et al.2023 · 18 citationsScientific reports. 2023;13(1):3439
Show Me the Instruments: Musical Instrument Retrieval from Mixture Audio2211.07951v1 · Kyungsu Kim, Minju Park, Haesun Joung et al.2022 · 6 citationsarXiv
Exploring Train and Test-Time Augmentations for Audio-Language Learning2210.17143v2 · Eungbeom Kim, Jinhee Kim, Yoori Oh et al.2022 · 7 citationsarXiv
Scale-invariant Bayesian Neural Networks with Connectivity Tangent Kernel2209.15208v1 · SungYub Kim, Sihwan Park, Kyungsu Kim et al.2022 · 0 citationsarXiv
3D unsupervised anomaly detection and localization through virtual multi-view projection and reconstruction: Clinical validation on low-dose chest computed tomography2206.13385v1 · Kyung-Su Kim, Seong Je Oh, Ju Hwan Lee et al.2022 · 1 citationarXiv
Detection and differentiation of ataxic and hypokinetic dysarthria in cerebellar ataxia and parkinsonian disorders via wave splitting and integrating neural networks.35658000 · Song, Joomee, Lee, Ju Hwan, Choi, Jungeun et al.2022 · 18 citationsPloS one. 2022;17(6):e0268337
RecurSeed and EdgePredictMix: Pseudo-Label Refinement Learning for Weakly Supervised Semantic Segmentation across Single- and Multi-Stage Frameworks2204.06754v4 · Sanghyun Jo, In-Jae Yu, Kyungsu Kim2022 · 4 citationsarXiv
Detection of maxillary sinus fungal ball via 3-D CNN-based artificial intelligence: Fully automated system and clinical validation.35213545 · Kim, Kyung-Su, Kim, Byung Kil, Chung, Myung Jin et al.2022 · 30 citationsPloS one. 2022;17(2):e0263125
Artificial intelligence-based classification of bone tumors in the proximal femur on plain radiographs: System development and validation.35202410 · Park, Chan-Woo, Oh, Seong-Je, Kim, Kyung-Su et al.2022 · 61 citationsPloS one. 2022;17(2):e0264140
Collaborative Method for Incremental Learning on Classification and Generation2010.15378v1 · Byungju Kim, Jaeyoung Lee, Kyungsu Kim et al.2020 · 2 citationsarXiv
In Situ Deprotection of Polymeric Binders for Solution-Processible Sulfide-Based All-Solid-State Batteries.32767479 · Lee, Jieun, Lee, Kyulin, Lee, Taegeun et al.2020 · 76 citationsAdvanced materials (Deerfield Beach, Fla.). 2020;32(37):e2001702
Modality Shifting Attention Network for Multi-modal Video Question Answering2007.02036v1 · Junyeong Kim, Minuk Ma, Trung Pham et al.2020 · 82 citationsarXiv
Compressed Sensing via Measurement-Conditional Generative Models2007.00873v2 · Kyung-Su Kim, Jung Hyun Lee, Eunho Yang2020 · 1 citationarXiv
A Revision of Neural Tangent Kernel-based Approaches for Neural Networks2007.00884v2 · Kyung-Su Kim, Aur'elie C. Lozano, Eunho Yang2020 · 0 citationsarXiv
Unifying Activation- and Timing-based Learning Rules for Spiking Neural Networks2006.02642v2 · Jinseok Kim, Kyungsu Kim, Jae-Joon Kim2020 · 31 citationsarXiv
BinaryDuo: Reducing Gradient Mismatch in Binary Activation Network by Coupling Binary Activations2002.06517v1 · Hyungjun Kim, Kyungsu Kim, Jinseok Kim et al.2020 · 43 citationsarXiv
Hide-and-Tell: Learning to Bridge Photo Streams for Visual Storytelling2002.00774v1 · Yunjae Jung, Dahun Kim, Sanghyun Woo et al.2020 · 27 citationsarXiv
Sulfide-Compatible Conductive and Adhesive Glue-Like Interphase Engineering for Sheet-Type All-Solid-State Battery.31441230 · Cho, Woosuk, Park, Jesik, Kim, Kyungsu et al.2021 · 37 citationsSmall (Weinheim an der Bergstrasse, Germany). 2021;17(9):e1902138
Gaining Extra Supervision via Multi-task learning for Multi-Modal Video Question Answering1905.13540v1 · Junyeong Kim, Minuk Ma, Kyungsu Kim et al.2019 · 26 citationsarXiv
Progressive Attention Memory Network for Movie Story Question Answering1904.08607v1 · Junyeong Kim, Minuk Ma, Kyungsu Kim et al.2019 · 90 citationsarXiv
Tree Search Network for Sparse Regression1904.00864v1 · Kyung-Su Kim, Sae-Young Chung2019 · 1 citationarXiv
Learning Not to Learn: Training Deep Neural Networks with Biased Data1812.10352v2 · Byungju Kim, Hyunwoo Kim, Kyungsu Kim et al.2018 · 360 citationsarXiv
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