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Author

Silvia Rossi

8 papers indexed here

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Conference Aug 2026

LLM-Assisted Planning Failure Resolution in Human-Robot Collaboration

In Human-Robot Collaboration, failures that are not explained or handled with alternative strategies can undermine user trust and interaction quality. Despite recent advances in LLM-based task planning, failures are often treated as terminal events, leading to non-transparent robot behaviors. This work investigates how...

Luca Raggioli, Emanuele Ciro Muto, Raffaella Esposito et al. · 0 citations
Conference Aug 2026

Do Adversarial Robots Increase Human Effort? Social Behavior in Human-Robot Competition

In human-robot interaction, achieving a goal may require a robot to engage in competitive behaviors toward its human partner. In some cases, it is important for the robot to balance firmness with an amicable attitude to avoid causing discomfort to the user. In others, it might be necessary to push the user to act more...

Luca Raggioli, Antimo Cantiello, Francesco Ciccarelli et al. · 0 citations
Conference Aug 2026

Say it with Confidence: Shaping Trust in a Deceptive Robot

While the term may carry negative connotations, robot deception has been shown to elicit beneficial behavioural changes in people when trust is established. This study investigates trust and deception in human-robot interactions, focusing on how individuals recognize and respond to multimodal deceptive behaviours in a...

Alessandra Rossi, Antonio Vecce, Silvia Rossi · 0 citations
Book Open access Oct 2026

Context-Aware Student Engagement Detection with MLLM

Student engagement detection is an important component of adaptive learning systems, yet it remains challenging because observable behaviours can have different meanings depending on the context. Most existing approaches primarily infer engagement from visual cues, while other contextual information is less frequently...

Andreas Naoum, Mario Barbato, Lily-Cannelle Mathieu et al. · 1 citation
Book Open access Oct 2026

Multimodal Deep Learning for Context-Aware Engagement Estimation in Online Learning

Student engagement estimation is a key challenge in online education, where instructors have limited access to the behavioral cues available in traditional classrooms. This paper presents our approach to the Context-Aware Student Engagement Detection (CASED) Challenge, which aims to estimate continuous engagement from...

L. D'Arco, Raffaella Esposito, Diego Veneruso et al. · 0 citations
Book Open access Oct 2026

What Matters Over Time: Temporal Properties of Non-Verbal Signals for Intent Recognition in Human–Robot Interaction

Multimodal fusion systems for human–robot interaction predominantly rely on snapshot-level features that capture what nonverbal signals are present at a given moment, ignoring when they occur, how long they last, and in what order they unfold. Nevertheless, the temporal dynamics of human behaviour may convey communicat...

Eunyoung Hwang, Alessandra Rossi, Silvia Rossi · 0 citations
Book Open access Oct 2026

Context-Aware Student Engagement Detection with MLLM

Student engagement detection is an important component of adaptive learning systems, yet it remains challenging because observable behaviours can have different meanings depending on the context. Most existing approaches primarily infer engagement from visual cues, while other contextual information is less frequently...

Andreas Naoum, Mario Barbato, Lily-Cannelle Mathieu et al. · 0 citations
Book Open access Oct 2026

Multimodal Deep Learning for Context-Aware Engagement Estimation in Online Learning

Student engagement estimation is a key challenge in online education, where instructors have limited access to the behavioral cues available in traditional classrooms. This paper presents our approach to the Context-Aware Student Engagement Detection (CASED) Challenge, which aims to estimate continuous engagement from...

L. D'Arco, Raffaella Esposito, Diego Veneruso et al. · 0 citations

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