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Kakaobank (South Korea)

Homepage: kakaobank.com
Alternate names: Kakaobank, 카카오뱅크
ROR: 01r9jj364
OpenAlex ID: I4405259107
Medicare Fraud Detection Using Graph Analysis: A Comparative Study of Machine Learning and Graph Neural Networks
2023 · Yeeun Yoo, Jinho Shin, et al. · IEEE Access · 58
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Two-stage credit scoring using Bayesian approach
2022 · Sunghyon Kyeong, Jinho Shin · Journal Of Big Data · 29
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ProtoFL: Unsupervised Federated Learning via Prototypical Distillation
2023 · Hansol Kim, Youngjun Kwak, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 19
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Medicare fraud detection using graph neural networks
2022 · Yeeun Yoo, Donghwa Shin, et al. · International Conference on Electrical, Computer and Energy Technologies (ICECET) · 17
Can System Log Data Enhance the Performance of Credit Scoring?—Evidence from an Internet Bank in Korea
2021 · Sunghyun Kyeong, Daehee Kim, et al. · Sustainability · 14
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Robust Face Anti-Spoofing Framework with Convolutional Vision Transformer
2023 · Yunseung Lee, Youngjun Kwak, et al. · Proceedings - International Conference on Image Processing · 12
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Liveness Score-Based Regression Neural Networks for Face Anti-Spoofing
2023 · Youngjun Kwak, Minyoung Jung, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 7
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An Analysis of Herding in the Korean Stock Market Using Network Theory
2016 · Soosung Hwang, Young-Il Kim, et al. · Korean Journal of Financial Studies · 7
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KorSmishing Explainer: A Korean-centric LLM-based Framework for Smishing Detection and Explanation Generation
2024 · Yunseung Lee, Daehee Han · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 5
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K-FinHallu: A Hallucination Detection Benchmark for Multi-Turn RAG in Korean Finance
2026 · Eunbyeol Cho, Yunseung Lee, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP) · 4
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Fine-Tuning Pretrained Language Models to Enhance Dialogue Summarization in Customer Service Centers
2023 · Jiseon Yun, Jae Eui Sohn, et al. · ACM International Conference on AI in Finance (ICAIF) · 4
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Membrane: A Self-Evolving Contrastive Safety Memory for LLM Agent Defense
2026 · Minseok Choi, Seungbin Yang, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 3
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Performance Enhancement of Malware Classifiers Using Generative Adversarial Networks
2022 · Donghwa Shin, Daehee Han, et al. · IEEE International Conference on Big Data (BigData) · 3
Normalizing flow-based latent space mapping for implicit pattern authentication on mobile devices
2024 · Jaehyuk Heo, Jeongseob Kim, et al. · Applied Soft Computing · 2
Cross-border Interactions of Cryptocurrency Prices and News Sentiment: Prices as the Primary Driver
2024 · Ryeomyung Kang, Soosung Hwang, et al. · SSRN Electronic Journal · 2
RCV2023 Challenges: Benchmarking Model Training and Inference for Resource-Constrained Deep Learning
2023 · Rishabh Tiwari, Arnav Chavan, et al. · IEEE International Conference on Computer Vision Workshops · 2
BankMathBench: A Benchmark for Numerical Reasoning in Banking Scenarios
2026 · Yunseung Lee, Subin Kim, et al. · Language Resources and Evaluation Conference (LREC) · 1
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Cross-border interactions of cryptocurrency prices and news sentiment: prices as the primary driver
2026 · Ryeomyung Kang, Soosung Hwang, et al. · European Journal of Finance · 1
ExpGuard: LLM Content Moderation in Specialized Domains
2026 · Choi, Minseok, Kim, Dongjin, et al. · arXiv (Cornell University) · 1
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Evaluation of the Climate Change Mitigation Potential of Digital‐Only Banks and a Quantitative Analysis of Their Adaptation Co‐Benefits
2025 · Junge Hyun, Yoonjung Lee, et al. · Greenhouse Gases Science and Technology · 1
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FedDAR: Federated Learning With Data-Quantity Aware Regularization for Heterogeneous Distributed Data
2025 · Youngjun Kwak, Minyoung Jung · IEEE Access · 1
The Price Impact of Deposit in Residential Lease Contracts: The Collapse of Chonsei System in Korea
2015 · Soosung Hwang, Sanha Noh, et al. · SSRN Electronic Journal · 1
FinLifeBench: Exhaustive Life-Event History and Financial-State Reconstruction from Longitudinal Banking Dialogue
2026 · Lee, Hangyeul, Oh, Juyoung, et al. · arXiv (Cornell University)
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FinHarmBench: Financial Jailbreak Benchmark and Unsupervised Safety Fine-Tuning via Refusal Steering Distillation
2026 · Association for Computational Linguistics 2026, Cho, Seungju, et al. · Underline Science Inc.
FENCE: A Financial and Multimodal Jailbreak Detection Dataset
2026 · Mirae Kim, Seonghun Jeong, et al. · Language Resources and Evaluation Conference (LREC)
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Works count: 35
Citation count: 589
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