Siwon Kim

According to our database, Siwon Kim authored at least 22 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

GrounDial: Human-norm Grounded Safe Dialog Response Generation.

Siwon Kim, Shuyang Dai, Mohammad Kachuee, Shayan Ray, Tara Taghavi, Sungroh Yoon

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024

2023

ProPILE: Probing Privacy Leakage in Large Language Models.

Siwon Kim, Sangdoo Yun, Hwaran Lee, Martin Gubri, Sungroh Yoon, Seong Joon Oh

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Probabilistic Concept Bottleneck Models.

Eunji Kim, Dahuin Jung, Sangha Park, Siwon Kim, Sungroh Yoon

Proceedings of the International Conference on Machine Learning, 2023

On the Impact of Knowledge Distillation for Model Interpretability.

Hyeongrok Han, Siwon Kim, Hyun-Soo Choi, Sungroh Yoon

Proceedings of the International Conference on Machine Learning, 2023

Grounding Counterfactual Explanation of Image Classifiers to Textual Concept Space.

Siwon Kim, Jinoh Oh, Sungjin Lee, Seunghak Yu, Jaeyoung Do, Tara Taghavi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Privacy-Preserving Publishing of Individual-Level Medical Data for Cloud Services.

Ho Bae, Heonseok Ha, Siwon Kim

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

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

Grounding Visual Representations with Texts for Domain Generalization.

Seonwoo Min, Nokyung Park, Siwon Kim, Seunghyun Park, Jinkyu Kim

Proceedings of the Computer Vision - ECCV 2022, 2022

Bridging the Gap between Classification and Localization for Weakly Supervised Object Localization.

Eunji Kim, Siwon Kim, Jungbeom Lee, Hyunwoo Kim, Sungroh Yoon

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Towards a Rigorous Evaluation of Time-Series Anomaly Detection.

Siwon Kim, Kukjin Choi, Hyun-Soo Choi, Byunghan Lee, Sungroh Yoon

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Pre-Training of Deep Bidirectional Protein Sequence Representations With Structural Information.

Seonwoo Min, Seunghyun Park, Siwon Kim, Hyun-Soo Choi, Byunghan Lee, Sungroh Yoon

IEEE Access, 2021

XProtoNet: Diagnosis in Chest Radiography With Global and Local Explanations.

Eunji Kim, Siwon Kim, Minji Seo, Sungroh Yoon

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Information-Theoretic Visual Explanation for Black-Box Classifiers.

Jihun Yi, Eunji Kim, Siwon Kim, Sungroh Yoon

CoRR, 2020

Control Plane Design for Failure Protection in Software Defined Service Function Chains.

Haekwon Jeong, Syed M. Raza, Dung T. Nguyen, Siwon Kim, Moonseong Kim, Hyunseung Choo

Proceedings of the 14th International Conference on Ubiquitous Information Management and Communication, 2020

Interpretation of NLP models through input marginalization.

Siwon Kim, Jihun Yi, Eunji Kim, Sungroh Yoon

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

2019

Pre-Training of Deep Bidirectional Protein Sequence Representations with Structural Information.

Seonwoo Min, Seunghyun Park, Siwon Kim, Hyun-Soo Choi, Sungroh Yoon

CoRR, 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

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

Capacity Planning for Virtual Resource Management in Network Slicing.

Rajesh Challa, Syed M. Raza, Hyunseung Choo, Siwon Kim

Proceedings of the 13th International Conference on Ubiquitous Information Management and Communication, 2019

2018

Hybrid Noise Reduction for Audio Captured by Drones.

Hyohoon Ahn, Duc Tai Le, Thien-Binh Dang, Siwon Kim, Hyunseung Choo

Proceedings of the 12th International Conference on Ubiquitous Information Management and Communication, 2018

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

Proceedings of the 2018 ACM International Conference on Bioinformatics, 2018

2007

Product sequencing problem in Mixed-Model Assembly Line to minimize unfinished works.

Siwon Kim, Bongju Jeong

Comput. Ind. Eng., 2007