Sundong Kim

1. Reasoning Abilities of Large Language Models: In-Depth Analysis on the Abstraction and Reasoning Corpus
   2024/03/18 by Seungpil Lee, Lee, Seungpil, Woochang Sim +15 · 16 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling
2. Can Large Language Models Develop Gambling Addiction?
   2025/09/26 by Seungpil Lee, Seonyoung Lee, Donghyeon Shin +7 · 13 voices · 2 citations
   Computer Science · Psychology · #Addiction #Autoencoder #Bankruptcy #Cognition #Control (management) #Gambling Behavior and Treatments #Illusion #Illusion of control #Irrational number #cs.AI #cs.CY
3. FedX: Unsupervised Federated Learning with Cross Knowledge Distillation
   2022/07/19 by Sungwon Han, Han, Sungwon, Sungwon Park +11 · 8 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
4. Improving Unsupervised Image Clustering With Robust Learning
   2020/12/21 by Sungwon Park, Park, Sungwon, Sungwon Han +11 · 6 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #cs.AI #cs.CV #cs.LG
5. FedDefender: Client-Side Attack-Tolerant Federated Learning
   2023/07/18 by Sungwon Park, Park, Sungwon, Sungwon Han +11 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
6. Knowledge Sharing via Domain Adaptation in Customs Fraud Detection
   2022/01/18 by Sungwon Park, Sundong Kim, Park, Sungwon +3 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Sentiment Analysis and Opinion Mining #Spam and Phishing Detection
7. Carpe Diem, Seize the Samples Uncertain "At the Moment" for Adaptive Batch Selection
   2019/11/19 by Hwanjun Song, Minseok Kim, Song, Hwanjun +5 · 1 citation
   Computer Science · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #stat.ML
8. DualFair: Fair Representation Learning at Both Group and Individual Levels via Contrastive Self-supervision
   2023/03/15 by Sungwon Han, Han, Sungwon, Seungeon Lee +13 · 1 citation
   Social Sciences · Computer Science · #Ethics and Social Impacts of AI #Privacy-Preserving Technologies in Data
9. Classification of Goods Using Text Descriptions With Sentences Retrieval
   2021/11/02 by Eunji Lee, Sundong Kim, Lee, Eunji +19 · 1 citation
   Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #E-commerce and Technology Innovations #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Law, logistics, and international trade #Text and Document Classification Technologies
10. Towards Attack-tolerant Federated Learning via Critical Parameter Analysis
    2023/08/18 by Sungwon Han, Han, Sungwon, Sungwon Park +11 · 1 citation
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data