الباحثون

Jianzhuang Liu

المنشورات 2

نسخة أولية وصول مفتوح

HRIL: Learning Multimodal Synergy via Higher-Order Tensor Modeling

Qun Dai, Liangjian Wen, Jiang Duan وآخرون · 2026

Self-supervised multimodal representation learning has achieved remarkable success across diverse domains, yet capturing synergistic information remains challenging due to the complexity of cross-modal interactions. Unlike the shared information across individual modalities, synergy arises when task-relevant signals em …

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From Pattern Recognizers to Personalized Companions: A Survey of Large Language Models in Mental Health

He Hu, Yucheng Zhou, Qianning Wang وآخرون · 2026

The rising global prevalence of mental health conditions, together with longstanding barriers in traditional healthcare, such as limited resources, high cost, stigma, and privacy concerns, has created an urgent need for accessible and scalable support. Large Language Models (LLMs) have emerged as a transformative techn …

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