Digital Library

Search: "[ author: Ho Bae ]" (19)
    Scientific Literature Ranking Considering Latent Citations
    Se Mi Hwang , Duck Ho Bae , Sang Wook Kim The KIPS Transactions:PartD, Vol. 19, No. 1, pp. 15-20, Feb. 2012
    10.3745/KIPSTD.2012.19.1.15


    An Automatic Construction Approach of State Diagram from Class Operations with Pre/Post Conditions
    Kwang Min Lee , Jung Ho Bae , Heung Seok Chae The KIPS Transactions:PartD, Vol. 16, No. 4, pp. 527-540, Aug. 2009
    10.3745/KIPSTD.2009.16.4.527


    Test Suit Generation System for Retargetable C Compilers
    Gyun Woo , Jung Ho Bae , Han Il Jang , Yun Jung Lee , Heung Seok Chae The KIPS Transactions:PartA, Vol. 16, No. 4, pp. 245-254, Aug. 2009
    10.3745/KIPSTA.2009.16.4.245


    Lane Departure Warning Algorithm Through Single Lane Extraction and Center Point Analysis
    Jung Ho Bae , Soo Woong Kim , Hae Yeoun Lee , Hyun Ah Lee , Byeong Man Kim The KIPS Transactions:PartB , Vol. 16, No. 1, pp. 35-46, Feb. 2009
    10.3745/KIPSTB.2009.16.1.35


    A Systematic Framework for Enhancing Retrieval-Augmented Generation for Tabular Data
    Eunbin Lee, Younghan Lee, Ho Bae · The Transactions of the Korea Information Processing Society, Vol. 14, No. 6, pp. 400-416, Jun. 2025
    https://doi.org/10.3745/TKIPS.2025.14.6.400
    Keywords: RAG, Tabular data, performance optimization, Empirical Analysis


    Label Differential Privacy Study for Privacy Protection in Multimodal Contrastive Learning Model
    Youngseo Kim, Minseo Yu, Younghan Lee, Ho Bae The Transactions of the Korea Information Processing Society, Vol. 14, No. 5, pp. 289-296, May. 2025
    https://doi.org/10.3745/TKIPS.2025.14.5.289  
    Keywords: Differential privacy, multimodal deep learning, contrastive learning, data privacy


    Mitigating Model Inversion Attacks in Federated Learning Over Selectively Encrypted Gradients
    Seungyeon Ryu, Ho Bae, Younghan Lee The Transactions of the Korea Information Processing Society, Vol. 14, No. 4, pp. 257-264, Apr. 2025
    https://doi.org/10.3745/TKIPS.2025.14.4.257
    Keywords: Federated learning, model inversion attack, Encryption, data privacy


    A Study on Enhancing Zero-Shot Dense Retrieval Using Query and Hypothetical Document Embedding Combination
    Lee Subin, Ho Bae The Transactions of the Korea Information Processing Society, Vol. 14, No. 3, pp. 161-171, Mar. 2025
    https://doi.org/10.3745/TKIPS.2025.14.3.161
    Keywords: Dense Retrieval, Generative Model, Embeddings, Hypothetical Document, Query


    Benchmark for Measuring Intersectional Bias in Race and Gender of Large Language Models Using Synthetic Data
    Lee Jueun, Ho Bae The Transactions of the Korea Information Processing Society, Vol. 14, No. 2, pp. 82-94, Feb. 2025
    https://doi.org/10.3745/TKIPS.2025.14.2.82
    Keywords: Large Language Model, LLM, benchmark, bias, Synthetic Data


    A Survey on the Latest Research Trends in Retrieval-Augmented Generation
    Eunbin Lee, Ho Bae The Transactions of the Korea Information Processing Society, Vol. 13, No. 9, pp. 429-436, Sep. 2024
    https://doi.org/10.3745/TKIPS.2024.13.9.429
    Keywords: LLM, Retrieval-Augmented Generation, Hallucination


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