Author

Monisha Singh

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#graph neural networks Book Open access Oct 2026

Interpretable Multimodal Engagement Prediction with Graph-based Mixture-of-Experts

A graph-based Mixture-of-Experts (MoE) framework that explicitly separates self and social influences to enable interpretable engagement modeling, which outperforms baselines by up to 64.1% while offering interpretable insights into engagement dynamics across language and gender groups.

Monisha Singh, A. Dhall · Proceedings of the 28th Inte... · 0 citations

#graph neural networks Book Open access Oct 2026

Interpretable Multimodal Engagement Prediction with Graph-based Mixture-of-Experts

Automatic engagement prediction is a significant aspect of Human-Computer Interaction (HCI) and affective computing, enabling systems to capture user interest and deliver timely interventions. In dyadic conversations, a person’s (target’s) engagement can be influenced by both their own behavioral signals and those of t...

Monisha Singh, A. Dhall · Proceedings of the 28th Inte... · 0 citations