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Diandian Zhang

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Open access Aug 2026

A RAG-enhanced multi-stage conversational system for AI-based mental health intervention

A generative AI-based system for personalized emotion support, which integrates psychological condition assessment, therapeutic audio recommendation, and intervention outcome evaluation within a prompt-guided and RAG-augmented multi-stage conversation framework, is proposed.

Diandian Zhang · 0 citations
Preprint Aug 2026

Sci-VBench: Evaluating Knowledge- and Reasoning-Intensive Video Generation in Science Domains

This work introduces Sci-VBench, a comprehensive benchmark for evaluating knowledge- and reasoning-intensive video generation across scientific domains, and establishes a rubric-based evaluation protocol, showing that advances in visual realism have not yet translated into reliable modeling of scientific and causal dyn...

Diandian Zhang, Tingyu Song, Linbo Fu et al. · 1 citation

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