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Satoshi Nakagawa

2 accepted papers

2025

Bridging the User-side Knowledge Gap in Knowledge-aware Recommendations with Large Language Models

AAAI 2025technical

In recent years, knowledge graphs have been integrated into recommender systems as item-side auxiliary information, enhancing recommendation accuracy. However, constructing and integrating structural user-side knowledge remains a significant challenge due to the improper granularity and inherent sca…

2024

MSSTNet: A Multi-Scale Spatio-Temporal CNN-Transformer Network for Dynamic Facial Expression Recognition

ICASSP 2024accepted

Unlike typical video action recognition, Dynamic Facial Expression Recognition (DFER) does not involve distinct moving targets but relies on localized changes in facial muscles. Addressing this distinctive attribute, we propose a MultiScale Spatio-temporal CNN-Transformer network (MSST-Net). Our app…

Cited by 0SourceScholar