Adolescents in border communities often face emotional challenges and avoid formal psychological support because of stigma, privacy concerns, and fragmented trust across families and schools. Existing conversational agents for youth mental health mainly support one-on-one interaction, with limited attention to collabor...
Wei Gong, S. Wo, Zhuo-Ai Liu et al.· Proceedings of the 2026 Comp...· 0 citations
HappyWorld-Bench is introduced, a comprehensive benchmark that evaluates whether generated worlds remain reliable as agents interact with them, and highlights the need to evaluate world models not only by visual quality, but also by state consistency and the correctness of their responses to actions and interventions.
HACoD is proposed, a Human–Agent Emotional Co-Driving Framework that links driver emotional needs, human–agent collaboration patterns, and affective agent design elements and highlights the need for transparent data boundaries and real-world validation.
Wei Gong, Ming-Yuan Zhang, Mei-Cheng Liu et al.· Proceedings of the 18th Inte...· 0 citations
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