Sungwon Park

Computer Science · Physical Sciences

9h-index306citations26works1.02yr avg
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Research Topics

Domain Adaptation and Few-Shot Learning(5), Adversarial Robustness in Machine Learning(5), Privacy-Preserving Technologies in Data(4), Spam and Phishing Detection(4), Anomaly Detection Techniques and Applications(3)

Publications26 total

Generative Neural Operators through Diffusion Last Layer
ArXiv.org·2026Open Access
Generative Neural Operators through Diffusion Last Layer
arXiv (Cornell University)·2026Open Access
Enhancing Domain Generalization for Robust Machine-Generated Text Detection
IEEE Transactions on Knowledge and Data Engineering·2025Open Access
Adversarial Style Augmentation via Large Language Model for Robust Fake News Detection
2025· 3 citedOpen Access
Robust baseline correction for Raman spectra by constrained Gaussian radial basis function fitting
Chemometrics and Intelligent Laboratory Systems·2024· 5 cited
CompLex: Music Theory Lexicon Constructed by Autonomous Agents for Automatic Music Generation
2024· 1 citedOpen Access
Adversarial Style Augmentation via Large Language Model for Robust Fake News Detection
arXiv (Cornell University)·2024Open Access
Generating Synthetic Raman Spectra of DMMP and 2-CEES by Mathematical Transforms and Deep Generative Models
Journal of the Korea Institute of Military Science and Technology·2024Open Access
Evaluating Image Similarity Using Contextual Information of Images with Pre-trained Models
Lecture notes in computer science·2024
A human-machine collaborative approach measures economic development using satellite imagery
Nature Communications·2023· 17 citedOpen Access
Towards Attack-tolerant Federated Learning via Critical Parameter Analysis
2023· 18 cited
FedDefender: Client-Side Attack-Tolerant Federated Learning
2023· 24 cited
FedDefender: Client-Side Attack-Tolerant Federated Learning
arXiv (Cornell University)·2023Open Access
Knowledge Sharing via Domain Adaptation in Customs Fraud Detection
Proceedings of the AAAI Conference on Artificial Intelligence·2022· 9 citedOpen Access
Active Learning for Human-in-the-Loop Customs Inspection
IEEE Transactions on Knowledge and Data Engineering·2022· 8 citedOpen Access
Knowledge Sharing via Domain Adaptation in Customs Fraud Detection
arXiv (Cornell University)·2022· 1 citedOpen Access
FedX: Unsupervised Federated Learning with Cross Knowledge Distillation
Lecture notes in computer science·2022· 62 cited
Classification of Goods Using Text Descriptions With Sentences Retrieval
arXiv (Cornell University)·2021· 8 citedOpen Access
Improving Unsupervised Image Clustering With Robust Learning
2021· 84 cited
Elsa: Energy-based Learning for Semi-supervised Anomaly Detection
2021· 2 cited
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Frequent Co-authors

Meeyoung Cha(17), Sungwon Han(14), Sundong Kim(11), Xing Xie(5), Fangzhao Wu(4), Sungkyu Park(3), Seunghoon Hong(2), Randy S. Tolentino(2), Hongjoong Kim(2), Anthony Zhou(2), Hongjoong Kim(2), Amir Barati Farimani(2), Danu Kim(1), Chuhan Wu(1), Bin Zhu(1), Bin Zhu(1), Donghyun Ahn(1), Jeasurk Yang(1), Hyunjoo Yang(1), Jihee Kim(1)