PUBLICATIONS

[C10] Jung Hyun Lee∗, June Yong Yang∗, Byeongho Heo, Dongyoon Han, Kyungsu Kim, Eunho Yang, Kang Min Yoo, "Token-Supervised Value Models for Enhancing Mathematical Problem-Solving Capabilities of Large Language Models", ICLR 2025.

2023 CS/AI-Conference Rank 4th (Impact Score: 38.10 (vs 2023 IF for Nature = 50.5))

2024 Google Scholar Top Publication Rank 2nd for Artificial Intelligence

[C9] Sanghyun Jo, Fei Pan, In-Jae Yu, Kyungsu Kim† , "DHR: Enhancing Weakly Supervised Semantic Segmentation with Hierarchical Spatial-Class Rebalancing", ECCV 2024.

2023 CS/AI-Conference Rank 7th (Impact Score: 29.6 (vs 2023 IF for Nature = 50.5))

2024 Google Scholar Top Publication Rank 18th for Engineering & Computer Science

[C8] Sanghyun Jo∗, Soohyun Ryu∗, Sungyub Kim, Eunho Yang, Kyungsu Kim†, "TTD: Text-Tag Distillation For Open-Vocabulary Classification and Segmentation", ECCV 2024.

2023 CS/AI-Conference Rank 7th (Impact Score: 29.6 (vs 2023 IF for Nature = 50.5))

2024 Google Scholar Top Publication Rank 18th for Engineering & Computer Science

[C7] Jungeun Kim∗, Hangyeol Yoon∗, Geondo Park, Kyungsu Kim†, Eunho Yang. "Data-Efficient Unsupervised Interpolation Without Any Intermediate Frame for 4D Medical Images", CVPR 2024.

2023 CS/AI-Conference Rank 1st (Impact Score: 62.6 (vs 2023 IF for Nature = 50.5))

2024 Google Scholar Top Publication Rank 1st for Engineering & Computer Science (2nd for Global)

[C6] Sung-Yub Kim, Kyungsu Kim†, Eunho Yang†. "GEX: A flexible method for approximating influence via Geometric Ensemble." NeurIPS 2023. 

2023 CS/AI-Conference Rank 3rd (Impact Score: 40.6 (vs 2023 IF for Nature = 50.5))

2024 Google Scholar Top Publication Rank 2nd for Engineering & Computer Science (7th for Global)

[C5] Sang Hyun Cho∗, In Jae Yoo, Kyungsu Kim†. "MARS: Model-agnostic Biased Object Removal without Additional Supervision for Weakly-Supervised Semantic Segmentation." ICCV 2023.

2023 CS/AI-Conference Rank 2nd (Impact Score: 43.8 (vs 2023 IF for Nature = 50.5))

2024 Google Scholar Top Publication Rank 5th for Engineering & Computer Science (13th for Global)

[C4] Sung-Yub Kim, Si Hwan Kim, Kyungsu Kim†, Eunho Yang†. "Scale-invariant Bayesian Linearized Neural Networks with Connectivity Tangent Kernel." ICLR 2023.

2023 CS/AI-Conference Rank 4th (Impact Score: 38.1 (vs 2023 IF for Nature = 50.5))

Spotlight : Notable top 25% publication

2024 Google Scholar Top Publication Rank 4th for Engineering & Computer Science (10th for Global)

[C3]  Kyungsu Kim∗, Junhyun Park∗ , Saul Langarica, Adham Mahmoud Alkhadrawi, Synho Do†, "Integrating ChatGPT into Secure Hospital Networks: A Case Study on Improving Radiology Report Analysis", CHIL 2024.

[Top Medical AI Conference: Only 15 papers have been accepted from the world]

[C2]  Kyungsu Kim∗,†, Chae Yeon Lim∗ , Myung Jin Chung†. "Low-dose computed tomography reconstruction without learning data: Performance improvement by exploiting joint correlation between adjacent slices." IEEE ISBI, 2022.

[C1]  Kyungsu Kim∗, Sae-Young Chung†. "Two-stage orthogonal subspace matching pursuit for joint sparse recovery." IEEE ISIT, 2016.

[J21] Ju Hwan Lee*, Seong Je Oh*, Kyungsu Kim*†, Chae Yeon Lim, Seung Hong Choi, Myungjin Chung†. "Improved Unsupervised 3D Lung Lesion Detection and Localization by Fusing Global and Local Features: Validation in 3D Low-Dose Computed Tomography." Medical Image Analysis, 2025.

2024 Google Scholar Top Publication Rank 6th for Computer Vision & Pattern Recognition (2023 IF 10.7)

[J20]  Matthew Leming, Kyungsu Kim, Rose Bruffaerts, Hyungsoon Im†. "Strategies for mitigating data heterogeneities in AI-based neuro-disease detection." Neuron, 2025.

2024 Google Scholar Top Publication Rank 2nd for Neurology (2023 IF 14.7)

[J19]  Leslie Lamb, Constance Lehman, Synho Do, Kyungsu Kim, Saul Langarica, and Manisha Bahl† . "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)." AI in Precision Oncology. 2024.

[J18]  Adham M. Alkhadrawi, Lisa Y. Lin, Saul Langarica, Kyungsu Kim, Sierra K. Ha, Nahyoung Grace Lee† , and Synho Do† . "Deep-Learning Based Automated Segmentation and Quantitative Volumetric Analysis of Orbital Muscle and Fat for Diagnosis of Thyroid Eye Disease." Investigative Ophthalmology and Visual Science. 2024.

[J17]  Harim Kim∗ , Kyungsu Kim∗ , Seong Je Oh, Sungjoo Lee, Jung Han Woo, Jong Hee Kim, Yoon Ki Cha, Kyunga Kim, Myung Jin Chung† . "AI-assisted analysis to facilitate effective detection of humeral lesions in the simple chest radiograph." Radiology AI, RSNA. 2024.

2024 Google Scholar Top Publication Rank 1st for Radiology and Medical Imaging

[J16]  Je Moon Yoon∗ , Chae Yeon Lim∗ , Hoon Noh, Seung Wan Nam, Sung Yeon Jun, Min Ji Kim, Mi Yeon Song, Hyemin Jang, Hee Jin Kim, Sang Won Seo, Duk L. Na, Myung Jin Chung, Don-Il Ham† , and Kyungsu Kim† . "Enhancing foveal avascular zone analysis for Alzheimer’s diagnosis with AI segmentation and machine learning using multiple radiomic features." Nature Scientific Reports. 2024.

2024 Google Scholar Top Publication Rank 12th for Life Science (34th for Global)

[J15]  Subin Park∗ , Yoon Ki Cha∗ , Soyoung Park, Myung Jin Chung† , Kyungsu Kim† , "Automated precision localization of peripherally inserted central catheter tip through modelagnostic multi-stage networks." Artificial Intelligence In Medicine.

2023 Google Scholar Top Publication Rank 7th for Medical Informatics

[J14]  Kyungsu Kim∗,† , Seong Je Oh∗ , Ju Hwan Lee, Myung Jin Chung† . "3D unsupervised anomaly detection and localization through virtual multi-view projection and reconstruction: Clinical validation on low-dose chest computed tomography." Expert Systems with Applications. 2023.

2023 Google Scholar Top Publication Rank 5th for Artificial Intelligence

[J13]  Kyungsu Kim∗ , Chae Yeon Lim∗ , Joong Bo Shin, Myung Jin Chung, Yong Gi Jung† . "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." Computer Methods and Programs in Biomedicine, 240 (2023): 107708.

2023 JCR Rank 15th for Computer Science

[J12]  Jonghyun Ahn∗ , Ju Whan Lee∗ , Myung Jin Chung, Jinyoung Youn, Jin Whan Cho† , Kyungsu Kim† . "Automatic stridor detection using small training set via patch-wise few-shot learning for of multiple system atrophy." Nature Scientific Reports, 10899 (2023).

2023 Google Scholar Top Publication Rank 12th for Life Science  (34th for Global)

[J11]  Kyungsu Kim∗,† , Ju Hwan Lee∗ , Seong Je Oh∗ , Myung Jin Chung† . "AI-based computeraided diagnostic system of chest digital tomography synthesis: Demonstrating comparative advantage with X-ray-based AI systems." Computer Methods and Programs in Biomedicine, 240 (2023): 107643.

2023 JCR Rank 15th for Computer Science

[J10]  Joomee Song∗ , Juyoung Hahm∗ , Jisoo Lee, Chae Yeon Lim, Myung Jin Chung, Jinyoung Youn, Jin Whan Cho, Jong Hyeon Ahn† , Kyungsu Kim† . "Comparative Validation of AI against non-AI in MRI Volumetry to Diagnose Parkinsonian Syndromes." Nature Scientific Reports 13.1 (2023): 3439.

2023 JCR Rank 15th for Computer Science

[J9]  Joomee Song∗ , Ju Hwan Lee∗ , Jungeun Choi, Mee Kyung Suh, Myung Jin Chung, Young Hun Kim, Jeongho Park, Seung Ho Choo, Ji Hyun Son, Dong Yeong Lee, Jong Hyeon Ahn, Jinyoung Youn, Kyungsu Kim† , Jin Whan Cho† . "Detection and differentiation of ataxic and hypokinetic dysarthria in cerebellar ataxia and parkinsonian disorders via wave splitting and integrating neural networks." PloS One, 17.6 (2022): e0268337.

2024 Google Scholar Top Publication Rank 10th for Life Science (29th for Global)

[J8]  Chan-Woo Park∗ , Seong-Je Oh∗ , Kyungsu Kim, Min-Chang Jang, Il Su Kim, YoungKeun Lee, Myung Jin Chung, Baek Hwan Cho† , Sung-Wook Seo† . "Artificial intelligencebased classification of bone tumors in the proximal femur on plain radiographs: System development and validation." PloS One, 17.2 (2022): e0264140.

2024 Google Scholar Top Publication Rank 9th for Life Science (29th for Global)

[J7]  Kyungsu Kim∗ , Byung Kil Kim∗ , Myung Jin Chung, Hyun Bin Cho, Beak Hwan Cho† , Yong Gi Jung† . "Detection of maxillary sinus fungal ball via 3-D CNN-based artificial intelligence: Fully automated system and clinical validation." PloS One, 17.2 (2022): e0263125.

2024 Google Scholar Top Publication Rank 9th for Life Science (29th for Global)

[J6]  Kyungsu Kim∗,† , Seong Je Oh∗ , Hyun Bin Cho∗ , Myung Jin Chung† . "One-class classifier for chest X-ray anomaly detection via contrastive patch-based percentile." IEEE Access, 9 (2021): 168496-168510. 

2023 Google Scholar Top Publication Rank 1st for Engineering & Computer Science (20th for Global)

[J5]  Kyungsu Kim∗ , Jung Hyun Lee∗ , Eunho Yang† . "Compressed sensing via measurement-conditional generative models." IEEE Access, 9 (2021): 155335-155352.

2024 Google Scholar Top Publication Rank 1st for Engineering & Computer Science (20th for Global)

[J4]  Kyungsu Kim∗,† , Sae-Young Chung. "Tree search network for sparse estimation." Digital Signal Processing, 100 (2020): 102680.

[J3]  Kyungsu Kim∗,† , Sae-Young Chung. "Fourier phase retrieval with extended support estimation via deep neural network." IEEE Signal Processing Letters, 26.10 (2019): 1506- 1510.

[J2]  Kyungsu Kim∗,† , Sae-Young Chung. "Greedy subspace pursuit for joint sparse recovery." Journal of Computational and Applied Mathematics, 352 (2019): 308-327. 

2024 Google Scholar Top Publication Rank 4th for Computational Mathematic

[J1]  Kyungsu Kim∗,† , Sae-Young Chung. "Bayesian approach with extended support estimation for sparse linear regression." Results in Applied Mathematics (2019): 100012.