Product sequencing problem in Mixed-Model Assembly Line to minimize unfinished works. - Siwon Kim; Bongju Jeong (Comput. Ind. Eng., 2007)

XGBoost-Based Instantaneous Drowsiness Detection Framework Using Multitaper Spectral Information of Electroencephalography. - Hyun-Soo Choi; Siwon Kim; Jung Eun Oh; Jee Eun Yoon; Jung Ah Park; Chang-Ho Yun; Sungroh Yoon (BCB, 2018)

Hybrid Noise Reduction for Audio Captured by Drones. - Hyohoon Ahn; Duc-Tai Le; Thien-Binh Dang; Siwon Kim; Hyunseung Choo (IMCOM, 2018)

Capacity Planning for Virtual Resource Management in Network Slicing. - Rajesh Challa; Syed M. Raza; Hyunseung Choo; Siwon Kim (IMCOM, 2019)

Learning-Based Instantaneous Drowsiness Detection Using Wired and Wireless Electroencephalography. - Hyun-Soo Choi; Seonwoo Min; Siwon Kim; Ho Bae; Jee Eun Yoon; Inha Hwang; Dana Oh; Chang-Ho Yun; Sungroh Yoon (IEEE Access, 2019)

Pediatric Sleep Stage Classification Using Multi-Domain Hybrid Neural Networks. - Yonghoon Jeon; Siwon Kim; Hyun-Soo Choi; Yoon Gi Chung; Sun Ah Choi; Hunmin Kim; Sungroh Yoon; Hee Hwang; Ki Joong Kim (IEEE Access, 2019)

Pre-Training of Deep Bidirectional Protein Sequence Representations with Structural Information. - Seonwoo Min; Seunghyun Park 001; Siwon Kim; Hyun-Soo Choi; Sungroh Yoon (CoRR, 2019)

Interpretation of NLP models through input marginalization. - Siwon Kim; Jihun Yi; Eunji Kim 002; Sungroh Yoon (EMNLP (1), 2020)

Control Plane Design for Failure Protection in Software Defined Service Function Chains. - Haekwon Jeong; Syed M. Raza; Dung T. Nguyen 001; Siwon Kim; Moonseong Kim; Hyunseung Choo (IMCOM, 2020)

Information-Theoretic Visual Explanation for Black-Box Classifiers. - Jihun Yi; Eunji Kim 002; Siwon Kim; Sungroh Yoon (CoRR, 2020)

XProtoNet: Diagnosis in Chest Radiography With Global and Local Explanations. - Eunji Kim 002; Siwon Kim; Minji Seo; Sungroh Yoon (CVPR, 2021)

Pre-Training of Deep Bidirectional Protein Sequence Representations With Structural Information. - Seonwoo Min; Seunghyun Park 001; Siwon Kim; Hyun-Soo Choi; Byunghan Lee; Sungroh Yoon (IEEE Access, 2021)

Towards a Rigorous Evaluation of Time-Series Anomaly Detection. - Siwon Kim; Kukjin Choi; Hyun-Soo Choi; Byunghan Lee; Sungroh Yoon (AAAI, 2022)

Bridging the Gap between Classification and Localization for Weakly Supervised Object Localization. - Eunji Kim 002; Siwon Kim; Jungbeom Lee; Hyunwoo Kim; Sungroh Yoon (CVPR, 2022)

Grounding Visual Representations with Texts for Domain Generalization. - Seonwoo Min; Nokyung Park; Siwon Kim; Seunghyun Park 001; Jinkyu Kim 001 (ECCV (37), 2022)

Imbalanced Data Classification via Cooperative Interaction Between Classifier and Generator. - Hyun-Soo Choi; Dahuin Jung; Siwon Kim; Sungroh Yoon (IEEE Trans. Neural Networks Learn. Syst., 2022)

Privacy-Preserving Publishing of Individual-Level Medical Data for Cloud Services. - Ho Bae; Heonseok Ha; Siwon Kim (BIBM, 2023)

Grounding Counterfactual Explanation of Image Classifiers to Textual Concept Space. - Siwon Kim; Jinoh Oh; Sungjin Lee; Seunghak Yu; Jaeyoung Do; Tara Taghavi (CVPR, 2023)

On the Impact of Knowledge Distillation for Model Interpretability. - Hyeongrok Han; Siwon Kim; Hyun-Soo Choi; Sungroh Yoon (ICML, 2023)

Probabilistic Concept Bottleneck Models. - Eunji Kim 002; Dahuin Jung; Sangha Park; Siwon Kim; Sungroh Yoon (ICML, 2023)

ProPILE: Probing Privacy Leakage in Large Language Models. - Siwon Kim; Sangdoo Yun; Hwaran Lee; Martin Gubri; Sungroh Yoon; Seong Joon Oh (NeurIPS, 2023)

GrounDial: Human-norm Grounded Safe Dialog Response Generation. - Siwon Kim; Shuyang Dai; Mohammad Kachuee; Shayan Ray; Tara Taghavi; Sungroh Yoon (EACL (Findings), 2024)

A Real-Time Eye Gaze Tracking Based Digital Mouse. - Sehyun Kwak; Daeho Lee; Siwon Kim; Junghoon Park (IMIS, 2024)

Efficient Deep Learning Approaches for Processing Ultra-widefield Retinal Imaging. - Siwon Kim; Wooyung Yun; Jeongbin Oh; Soomok Lee (UWF4DR@MICCAI, 2024)

Unlocking Intrinsic Fairness in Stable Diffusion. - Eunji Kim 002; Siwon Kim; Rahim Entezari; Sungroh Yoon (CoRR, 2024)

Superpixel Tokenization for Vision Transformers: Preserving Semantic Integrity in Visual Tokens. - Jaihyun Lew; Soohyuk Jang; Jaehoon Lee; Seungryong Yoo; Eunji Kim 002; Saehyung Lee; Jisoo Mok; Siwon Kim; Sungroh Yoon (CoRR, 2024)

Estimation of Moving Direction and Size of Vehicle in High-Resolution Automotive Radar System. - Yonghee Lee; Junho Kim; Siwon Kim; Hyeonmin Lee; Seongwook Lee (IEEE Trans. Intell. Transp. Syst., 2024)

Contrastive Time-Series Anomaly Detection. - HyunGi Kim; Siwon Kim; Seonwoo Min; Byunghan Lee (IEEE Trans. Knowl. Data Eng., 2024)

Battling the Non-stationarity in Time Series Forecasting via Test-time Adaptation. - HyunGi Kim; Siwon Kim; Jisoo Mok; Sungroh Yoon (AAAI, 2025)

Rethinking Training for De-biasing Text-to-Image Generation: Unlocking the Potential of Stable Diffusion. - Eunji Kim 002; Siwon Kim; Minjun Park; Rahim Entezari; Sungroh Yoon (CVPR, 2025)

ForestSplats: Deformable transient field for Gaussian Splatting in the Wild. - Wongi Park; Myeongseok Nam; Siwon Kim; Sangwoo Jo; Soomok Lee (CoRR, 2025)