Sungwon Han
KAIST
H-index: 9
Asia-South Korea
Top articles of Sungwon Han
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
FedMID: A Data-Free Method for Using Intermediate Outputs as a Defense Mechanism Against Poisoning Attacks in Federated Learning | arXiv preprint arXiv:2404.11905 | Sungwon Han Hyeonho Song Sungwon Park Meeyoung Cha | 2024/4/18 |
Large Language Models Can Automatically Engineer Features for Few-Shot Tabular Learning | arXiv preprint arXiv:2404.09491 | Sungwon Han Jinsung Yoon Sercan O Arik Tomas Pfister | 2024/4/15 |
A human-machine collaborative approach measures economic development using satellite imagery | Nature Communications | Donghyun Ahn Jeasurk Yang Meeyoung Cha Hyunjoo Yang Jihee Kim | 2023/10/26 |
FedDefender: Client-Side Attack-Tolerant Federated Learning | Sungwon Park Sungwon Han Fangzhao Wu Sundong Kim Bin Zhu | 2023/8/6 | |
Unified neural topic model via contrastive learning and term weighting | Sungwon Han Mingi Shin Sungkyu Park Changwook Jung Meeyoung Cha | 2023/5 | |
DualFair: Fair Representation Learning at Both Group and Individual Levels via Contrastive Self-supervision | Sungwon Han Seungeon Lee Fangzhao Wu Sundong Kim Chuhan Wu | 2023/4/30 | |
Towards Attack-tolerant Federated Learning via Critical Parameter Analysis | Sungwon Han Sungwon Park Fangzhao Wu Sundong Kim Bin Zhu | 2023 | |
Active Learning for Human-in-the-Loop Customs Inspection | IEEE Transactions on Knowledge and Data Engineering | Sundong Kim Tung-Duong Mai Sungwon Han Sungwon Park Thi Nguyen | 2022/1/27 |
Self-explaining deep models with logic rule reasoning | Advances in Neural Information Processing Systems | Seungeon Lee Xiting Wang Sungwon Han Xiaoyuan Yi Xing Xie | 2022/12/6 |
FedX: Unsupervised federated learning with cross knowledge distillation | Sungwon Han Sungwon Park Fangzhao Wu Sundong Kim Chuhan Wu | 2022/10/23 | |
Learning economic indicators by aggregating multi-level geospatial information | Proceedings of the AAAI Conference on Artificial Intelligence | Sungwon Park Sungwon Han Donghyun Ahn Jaeyeon Kim Jeasurk Yang | 2022/6/28 |
Using Web Data to Reveal 22-Year History of Sneaker Designs | Sungkyu Park Hyeonho Song Sungwon Han Berhane Weldegebriel Lev Manovich | 2022/4/25 | |
Image analysis system and operating method of the same | 2022/1/20 | ||
COVID-19 discourse on twitter in four asian countries: Case study of risk communication | Journal of medical Internet research | Sungkyu Park Sungwon Han Jeongwook Kim Mir Majid Molaie Hoang Dieu Vu | 2021/3/16 |
Improving Unsupervised Image Clustering With Robust Learning | Sungwon Park Sungwon Han Sundong Kim Danu Kim Sungkyu Park | 2021 | |
Weakly supervised method to predict economic development: A case study for Nepal and Cambodia | Donghyun Ahn Jeasurk Yang Sungwon Park Sungwon Han Eunji Lee | 2021 | |
The Shape of Design History: Exploring Evolution of Sneakers Design at Scale Using Neural Embedding | Sungkyu Park Hyeonho Song Sungwon Han Lev Manovich Emanuele Arielli | 2021/7/3 | |
Neural Embedding of Sneaker Designs over 23 Years | 한국정보과학회 학술발표논문집 | Sungkyu Park Hyeonho Song Sungwon Han Lev Manovich Emanuele Arielli | 2021/6 |
Elsa: Energy-based learning for semi-supervised anomaly detection | arXiv preprint arXiv:2103.15296 | Sungwon Han Hyeonho Song Seungeon Lee Sungwon Park Meeyoung Cha | 2021/3/29 |
Learning to Score Economic Development from Satellite Imagery | Sungwon Han Donghyun Ahn Sungwon Park Jeasurk Yang Susang Lee | 2020/8/23 |
Co-Authors
