Researcher profile · Semantic Scholar

Jinseong Park

h-index: 11
Works: 31
Citations: 426

Most-cited papers

What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers
Boseop Kim, Hyoungseok Kim, Sang-Woo Lee, Gichang Lee +33 more
2021Conference on Empirical Methods in Natural Language Processing137 citations Open access
Semantic Scholar
Are Self-Attentions Effective for Time Series Forecasting?
Dongbin Kim, Jinseong Park, Jaewook Lee, Hoki Kim
2024Neural Information Processing Systems49 citations
Semantic Scholar
Generating Transferable Adversarial Examples for Speech Classification
Hoki Kim, Jinseong Park, Jaewook Lee
2022Pattern Recognition34 citations
Semantic Scholar
Towards Better Understanding of Training Certifiably Robust Models against Adversarial Examples
Sungyoon Lee, Woo-Jin Lee, Jinseong Park, Jaewook Lee
2021Neural Information Processing Systems27 citations
Semantic Scholar
Differentially Private Sharpness-Aware Training
Jinseong Park, Hoki Kim, Yujin Choi, Jaewook Lee
2023International Conference on Machine Learning21 citations Open access
Semantic Scholar
Efficient differentially private kernel support vector classifier for multi-class classification
Jinseong Park, Yujin Choi, Junyoung Byun, Jaewook Lee +1 more
2022Information Sciences21 citations
Semantic Scholar
Fair Sampling in Diffusion Models through Switching Mechanism
Yujin Choi, Jinseong Park, Hoki Kim, Jaewook Lee +1 more
2024AAAI Conference on Artificial Intelligence18 citations
Semantic Scholar
Stability Analysis of Sharpness-Aware Minimization
Hoki Kim, Jinseong Park, Yujin Choi, Jaewook Lee
2023arXiv.org18 citations Open access
Semantic Scholar
Fantastic Robustness Measures: The Secrets of Robust Generalization
Hoki Kim, Jinseong Park, Yujin Choi, Jaewook Lee
2023Neural Information Processing Systems13 citations
Semantic Scholar
Exploring the Effect of Multi-Step Ascent in Sharpness-Aware Minimization
Hoki Kim, Jinseong Park, Woo-Jin Lee, Jaewook Lee +1 more
2023IEEE Access12 citations Open access
Semantic Scholar
Implicit Jacobian regularization weighted with impurity of probability output
Sungyoon Lee, Jinseong Park, Jaewook Lee
2023International Conference on Machine Learning11 citations
Semantic Scholar
Safeguarding Privacy of Retrieval Data against Membership Inference Attacks: Is This Query Too Close to Home?
Yujin Choi, Youngjoo Park, Junyoung Byun, Jaewook Lee +1 more
2025Conference on Empirical Methods in Natural Language Processing10 citations Open access
Semantic Scholar
TimeBridge: Better Diffusion Prior Design with Bridge Models for Time Series Generation
Jinseong Park, Seungyun Lee, Woo-Kyoung Jeong, Yujin Choi +1 more
2024Knowledge Discovery and Data Mining8 citations Open access
Semantic Scholar
In-Distribution Public Data Synthesis With Diffusion Models for Differentially Private Image Classification
Jinseong Park, Yujin Choi, Jaewook Lee
2024Computer Vision and Pattern Recognition8 citations
Semantic Scholar
Modeling Asset Price Process: An Approach for Imaging Price Chart with Generative Diffusion Models
Jinseong Park, Hyungjin Ko, Jaewook Lee
2024Computational Economics7 citations Open access
Semantic Scholar
Co-occurring associated retained concepts in Diffusion Unlearning
Miso Kim, Georu Lee, Yunji Kim, Hoki Kim +2 more
2026arXiv.org6 citations
Semantic Scholar
Exploring Diverse Feature Extractions for Adversarial Audio Detection
Yujin Choi, Jinseong Park, Jaewook Lee, Hoki Kim
2023IEEE Access6 citations Open access
Semantic Scholar
Fast sharpness-aware training for periodic time series classification and forecasting
Jinseong Park, Hoki Kim, Yujin Choi, Woo-Jin Lee +1 more
2023Applied Soft Computing6 citations Open access
Semantic Scholar
Unlearning for One-Step Generative Models via Unbalanced Optimal Transport
Hyundo Choi, J. An, Jinseong Park, Jaewoong Choi
2026arXiv.org2 citations
Semantic Scholar
Differentially private upsampling for enhanced anomaly detection in imbalanced data
Yujin Choi, Jinseong Park, Youngjoo Park, Jaewook Lee +1 more
2026Engineering applications of artificial intelligence2 citations
Semantic Scholar
Not Every Time and Frequency Need to Be Forgotten in Diffusion Unlearning
Jinseong Park, Mijung Park
20252 citations
Semantic Scholar
Leveraging Programmatically Generated Synthetic Data for Differentially Private Diffusion Training
Yujin Choi, Jinseong Park, Junyoung Byun, Jaewook Lee
2024arXiv.org2 citations
Semantic Scholar
BayesNAM: Leveraging Inconsistency for Reliable Explanations
Hoki Kim, Jinseong Park, Yujin Choi, Seungyun Lee +1 more
2024arXiv.org2 citations
Semantic Scholar
Exploring Generative AI for Modeling the Dynamics of Asset Price Process
Jinseong Park, Hyungjin Ko, Jaewook Lee
2023Social Science Research Network2 citations Open access
Semantic Scholar
Dementia-R1: Reinforced Pretraining and Reasoning from Unstructured Clinical Notes for Real-World Dementia Prognosis
Choonghan Kim, Hyunmin Hwang, Hangeol Chang, Jaemin Kim +3 more
2026arXiv.org1 citations
Semantic Scholar
Machine Unlearning for Masked Diffusion Language Models
Georu Lee, Seungwon Jeong, Hoki Kim, Jinseong Park +1 more
2026arXiv.org1 citations
Semantic Scholar
Reward-guided Fine-Tuning of One-Step Generative Models via Wasserstein Gradient Flow
Hoseong Hwang, Woorim Han, Joungin Chun, Jinseong Park +1 more
20261 citations
Semantic Scholar
Multi-Class Support Vector Machine with Differential Privacy
Jinseong Park, Yujin Choi, Jaewook Lee
2025Neural Information Processing Systems1 citations
Semantic Scholar
Fast Sharpness-Aware Minimization for Time Series Classification and Forecasting
Jinseong Park, Hoki Kim, Yujin Choi, Woo-Jin Lee +1 more
2023Social Science Research Network1 citations Open access
Semantic Scholar
Comment on Transferability and Input Transformation with Additive Noise
Hoki Kim, Jinseong Park, Jaewook Lee
2022arXiv.org1 citations Open access
Semantic Scholar
Benchmarking Deep Graph Models for Large Molecular Generation
Jinseong Park, Lee Sael
2022International Conference on Big Data and Smart Computing1 citations
Semantic Scholar

×4

Hyungjin Ko×2

Georu Lee×2

Jaewoong Choi×2

Boseop Kim×1