All Stories

  1. FCRLLM: Aligning LLM with Collaborative Filtering for Long-tailed Sequential Recommendation

    Article • April 2026, ACM (Association for Computing Machinery)

    Jaekwang KIM

  2. Graph-Based Intrusion Detection with Explainable Edge Classification Learning

    Article • Computers Materials & Continua, January 2026, Tsinghua University Press

    Jaekwang KIM

  3. Spectral Edge Encoding - SEE: Does Structural Information Really Enhance Graph Transformer Performance?

    Article • November 2025, ACM (Association for Computing Machinery)

    Jaekwang KIM

  4. RadialFocus: Geometric Graph Transformers via Distance-Modulated Attention

    Article • November 2025, ACM (Association for Computing Machinery)

    Jaekwang KIM

  5. WaveRec: Is Wavelet Transform a Better Alternative to Fourier Transform for Sequential Recommendation?

    Article • July 2025, ACM (Association for Computing Machinery)

    Jaekwang KIM

  6. SEALR: Sequential Emotion-Aware LLM-Based Personalized Recommendation System

    Article • July 2025, ACM (Association for Computing Machinery)

    Jaekwang KIM

  7. PacECG-Net: A Multi-modal Approach Integrating LLMs and ECG for LVSD Classification in Pacemaker Patients

    Article • March 2025, ACM (Association for Computing Machinery)

    Jaekwang KIM

  8. Hierarchical Contrastive Learning with Multiple Augmentations for Sequential Recommendation

    Article • March 2025, ACM (Association for Computing Machinery)

    Jaekwang KIM

  9. Debiasing Classifiers by Amplifying Bias with Latent Diffusion and Large Language Models

    Article • March 2025, ACM (Association for Computing Machinery)

    Jaekwang KIM

  10. Elevating CTR Prediction: Field Interaction, Global Context Integration, and High-Order Representations

    Article • April 2024, ACM (Association for Computing Machinery)

    Jaekwang KIM

  11. AmpliBias: Mitigating Dataset Bias through Bias Amplification in Few-shot Learning for Generative Models

    Article • October 2023, ACM (Association for Computing Machinery)

    Jaekwang KIM

  12. How Important is Periodic Model update in Recommender System?

    Article • July 2023, ACM (Association for Computing Machinery)

    Jaekwang KIM

  13. Recommendation method of smart TV programs reflecting content consumption concentration calculation

    Article • The Journal of Engineering, January 2020, the Institution of Engineering and Technology (the IET)

    Jaekwang KIM