Jaekwang Kim

2026

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FCRLLM: Aligning LLM with Collaborative Filtering for Long-tailed Sequential Recommendation.
Byungmoon Heo|Namjun Lee|Seonah Kim|Jaekwang Kim
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.

2025

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RadialFocus: Geometric Graph Transformers via Distance-Modulated Attention.
San Kim|Seungjun Lee|Sichan Oh|Jaekwang Kim
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
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Spectral Edge Encoding - SEE: Does Structural Information Really Enhance Graph Transformer Performance?
Seungjun Lee|San Kim|Johyeon Kim|Jaekwang Kim
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
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WaveRec: Is Wavelet Transform a Better Alternative to Fourier Transform for Sequential Recommendation?
Byungmoon Heo|Jaekwang Kim
Proceedings of the 2025 International ACM SIGIR Conference on Innovative Concepts and Theories in Information Retrieval, ICTIR 2025, Padua, Italy, 18 July 2025
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SEALR: Sequential Emotion-Aware LLM-Based Personalized Recommendation System.
Namjun Lee|Jaekwang Kim
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025

2023

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AmpliBias: Mitigating Dataset Bias through Bias Amplification in Few-shot Learning for Generative Models.
Donggeun Ko|Dongjun Lee|Namjun Park|Kyoungrae Noh|Hyeonjin Park|Jaekwang Kim
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
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How Important is Periodic Model update in Recommender System?
Hyunsung Lee|Sungwook Yoo|Dongjun Lee|Jaekwang Kim
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023