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Flexible and secure code deployment in federated learning using large language models: Prompt engineering to enhance malicious code detection

Published in 2023 IEEE International Conference on Cloud Computing Technology and Science (CloudCom), 2023

Seo, Jungwon, Nan Zhang, and Chunming Rong. "Flexible and secure code deployment in federated learning using large language models: Prompt engineering to enhance malicious code detection." In 2023 IEEE International Conference on Cloud Computing Technology and Science (CloudCom), pp. 341-349. IEEE, 2023.
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Federated AI Chat System: Tackling Tacit Knowledge Management

Published in 85th EAGE Annual Conference & Exhibition (including the Workshop Programme), 2024

Seo, J., B. Cui, and C. Rong. "Federated AI Chat System: Tackling Tacit Knowledge Management." In 85th EAGE Annual Conference & Exhibition (including the Workshop Programme), vol. 2024, no. 1, pp. 1-5. European Association of Geoscientists & Engineers, 2024.
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Understanding Federated Learning from IID to Non-IID dataset: An Experimental Study

Published in 2024 Norsk IKT-Konferanse for Forskning Og Utdanning, 2024

Seo, Jungwon, Ferhat Ozgur Catak, and Chunming Rong. "Understanding Federated Learning from IID to Non-IID dataset: An Experimental Study." In Norsk IKT-konferanse for forskning og utdanning, no. 1. 2024.
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ProxyLLM: LLM-Driven Framework for Customer Support Through Text-Style Transfer

Published in ECMLPKDD 2025 (accepted), 2024

Jo, Sehyeong, and Jungwon Seo. "ProxyLLM: LLM-Driven Framework for Customer Support Through Text-Style Transfer." arXiv preprint arXiv:2412.09916 (2024).
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Federated Large Domain Model System

Published in Blockchain: Research and Applications, 2025

Rong, Chunming, Jungwon Seo, Zihan Zhao, Ferhat Ozgur Catak, Jiahui Geng, and Martin Gilje Jaatun. “Federated Large Domain Model System.” Blockchain: Research and Applications 6, no. 3 (2025): 100277. https://doi.org/10.1016/j.bcra.2025.100277.
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