2 papers
cs.AI2026
Debiased Multimodal Personality Understanding through Dual Causal Intervention
Yangfu Zhu, Zitong Han, Nianwen Ning +4
Multimodalpersonalityunderstandingplaysacriticalroleinhuman centered artificial intelligence. Previous work mainly focus on learn-ing rich multimodal representations for video pers…
cs.IR2026
Adaptive Diffusion-based Augmentation for Recommendation
Na Li, Fanghui Sun, Yan Zou +3
Recommendation systems often rely on implicit feedback, where only positive user-item interactions can be observed. Negative sampling is therefore crucial to provide proper negativ…