Lightweight and Robust Representation of Economic Scales from Satellite Imagery. - Sungwon Han 001; Donghyun Ahn; Hyunji Cha; Jeasurk Yang; Sungwon Park 001; Meeyoung Cha (AAAI, 2020)

A Comprehensive and Adversarial Approach to Self-Supervised Representation Learning. - Yizhan Xu; Sungwon Han 001; Sungwon Park 001; Meeyoung Cha; Cheng-Te Li (IEEE BigData, 2020)

Mitigating Embedding and Class Assignment Mismatch in Unsupervised Image Classification. - Sungwon Han 001; Sungwon Park 001; Sungkyu Park; Sundong Kim; Meeyoung Cha (ECCV (24), 2020)

Learning to Score Economic Development from Satellite Imagery. - Sungwon Han 001; Donghyun Ahn; Sungwon Park 001; Jeasurk Yang; Susang Lee; Jihee Kim; Hyunjoo Yang; Sangyoon Park; Meeyoung Cha (KDD, 2020)

A Comprehensive Approach to Unsupervised Embedding Learning based on AND Algorithm. - Sungwon Han 001; Yizhan Xu; Sungwon Park 001; Meeyoung Cha; Cheng-Te Li (CoRR, 2020)

Take a Chance: Managing the Exploitation-Exploration Dilemma in Customs Fraud Detection via Online Active Learning. - Sundong Kim; Tung-Duong Mai; Thi Nguyen Duc Khanh; Sungwon Han 001; Sungwon Park 001; Karandeep Singh; Meeyoung Cha (CoRR, 2020)

Elsa: Energy-based Learning for Semi-supervised Anomaly Detection. - Sungwon Han 001; Hyeonho Song; SeungEon Lee 001; Sungwon Park 001; Meeyoung Cha (BMVC, 2021)

Improving Unsupervised Image Clustering With Robust Learning. - Sungwon Park 001; Sungwon Han 001; Sundong Kim; Danu Kim; Sungkyu Park; Seunghoon Hong; Meeyoung Cha (CVPR, 2021)

Classification of Goods Using Text Descriptions With Sentences Retrieval. - Eunji Lee; Sundong Kim; Sihyun Kim; Sungwon Park 001; Meeyoung Cha; Soyeon Jung; Suyoung Yang; Yeonsoo Choi; Sungdae Ji; Minsoo Song; Heeja Kim (CoRR, 2021)

Learning Economic Indicators by Aggregating Multi-Level Geospatial Information. - Sungwon Park 001; Sungwon Han 001; Donghyun Ahn; Jaeyeon Kim; Jeasurk Yang; Susang Lee; Seunghoon Hong; Jihee Kim; Sangyoon Park; Hyunjoo Yang; Meeyoung Cha (AAAI, 2022)

Knowledge Sharing via Domain Adaptation in Customs Fraud Detection. - Sungwon Park 001; Sundong Kim; Meeyoung Cha (AAAI, 2022)

FedX: Unsupervised Federated Learning with Cross Knowledge Distillation. - Sungwon Han 001; Sungwon Park 001; Fangzhao Wu; Sundong Kim; Chuhan Wu; Xing Xie 001; Meeyoung Cha (ECCV (30), 2022)

Downscaling Earth System Models with Deep Learning. - Sungwon Park 001; Karandeep Singh; Arjun Nellikkattil; Elke Zeller; Tung-Duong Mai; Meeyoung Cha (KDD, 2022)

Self-supervised learning for climate downscaling. - Karandeep Singh; Chaeyoon Jeong; Sungwon Park 001; Arjun N. Babur; Elke Zeller; Meeyoung Cha (BigComp, 2023)

Towards Attack-tolerant Federated Learning via Critical Parameter Analysis. - Sungwon Han 001; Sungwon Park 001; Fangzhao Wu; Sundong Kim; Bin Zhu 008; Xing Xie 001; Meeyoung Cha (ICCV, 2023)

FedDefender: Client-Side Attack-Tolerant Federated Learning. - Sungwon Park 001; Sungwon Han 001; Fangzhao Wu; Sundong Kim; Bin Zhu 008; Xing Xie 001; Meeyoung Cha (KDD, 2023)

Generating High-Resolution Regional Precipitation Using Conditional Diffusion Model. - Naufal Shidqi; Chaeyoon Jeong; Sungwon Park 001; Elke Zeller; Arjun Babu Nellikkattil; Karandeep Singh (CoRR, 2023)

Active Learning for Human-in-the-Loop Customs Inspection. - Sundong Kim; Tung-Duong Mai; Sungwon Han 001; Sungwon Park 001; Thi Nguyen Duc Khanh; Jaechan So; Karandeep Singh; Meeyoung Cha (IEEE Trans. Knowl. Data Eng., 2023)

Self-Supervised Vision for Climate Downscaling. - Karandeep Singh; Chaeyoon Jeong; Naufal Shidqi; Sungwon Park 001; Arjun Nellikkattil; Elke Zeller; Meeyoung Cha (IJCAI, 2024)

FedMID: A Data-Free Method for Using Intermediate Outputs as a Defense Mechanism Against Poisoning Attacks in Federated Learning. - Sungwon Han 001; Hyeonho Song; Sungwon Park 001; Meeyoung Cha (CoRR, 2024)

GeoSEE: Regional Socio-Economic Estimation With a Large Language Model. - Sungwon Han 001; Donghyun Ahn; SeungEon Lee 001; Minhyuk Song; Sungwon Park 001; Sangyoon Park; Jihee Kim; Meeyoung Cha (CoRR, 2024)

Adversarial Style Augmentation via Large Language Model for Robust Fake News Detection. - Sungwon Park 001; Sungwon Han 001; Meeyoung Cha (CoRR, 2024)

Poverty mapping in Mongolia with AI-based Ger detection reveals urban slums persist after the COVID-19 pandemic. - Jeasurk Yang; Sumin Lee; Sungwon Park 001; Minjun Lee; Meeyoung Cha (CoRR, 2024)

Generalizable Disaster Damage Assessment via Change Detection with Vision Foundation Model. - Kyeongjin Ahn; Sungwon Han 001; Sungwon Park 001; Jihee Kim; Sangyoon Park; Meeyoung Cha (AAAI, 2025)

Towards Consistent and Robust Slum Detection Using Multi-year Satellite Data. - Jeasurk Yang; Sumin Lee; Sungwon Park 001; Donghyun Ahn; Meeyoung Cha (JURSE, 2025)

Adversarial Style Augmentation via Large Language Model for Robust Fake News Detection. - Sungwon Park 001; Sungwon Han 001; Xing Xie 001; Jae-Gil Lee 001; Meeyoung Cha (WWW, 2025)

Classifying and Tracking International Aid Contribution Towards SDGs. - Sungwon Park 001; Dongjoon Lee; Kyeongjin Ahn; Yubin Choi; Junho Lee; Meeyoung Cha; Kyung Ryul Park (CoRR, 2025)