Multimodal Emotion Detection in Low-Resource Languages Using Lightweight Transformer Architectures: A Dual-Level Fusion Framework Integrating DistilBERT, CNN-BiGRU, and MobileViT for Efficient Real-Time Urdu Affective Computing. - Muhammad Azhar; Adeen Amjad; Muhammad Arman; Deshinta Arrova Dewi (Inf., 2026)

Explainable Transformer-Based Framework for Suicide Risk Detection: Deep Learning with Interpretability for Mental Health Crisis Identification. - Muhammad Azhar; Muhammad Arman; Adeen Amjad; Deshinta Arrova Dewi; Muhammad Usman Ahmad; Shafiq Hussain (Inf., 2026)

Explainable Transformer Models for Human Emotion Recognition: A Multi-Method Explainability Study in the Context of Mental Health. - Muhammad Azhar; Naureen Riaz; Waqar Azeem; Deshinta Arrova Dewi; Adeen Amjad; Muhammad Arman (Inf., 2026)