3 papers
cs.CV2026
Robust Low-Rank Sparse Framework for Video-Based Affective Computing
Feng-Qi Cui, Jinyang Huang, Sirui Zhao +4
Video-based Affective Computing (VAC), vital for emotion analysis and human-computer interaction, suffers from model instability and representational degradation due to complex emo…
cs.AI2026
Towards Privacy-Preserving Mental Health Support with Large Language Models
Dong Xue, Jicheng Tu, Ming Wang +3
Large language models (LLMs) have shown promise for mental health support, yet training such models is constrained by the scarcity and sensitivity of real counseling dialogues. In…
cs.CV2026
ReMA: A Training-Free Plug-and-Play Mixing Augmentation for Video Behavior Recognition
Feng-Qi Cui, Jinyang Huang, Sirui Zhao +4
Video behavior recognition demands stable and discriminative representations under complex spatiotemporal variations. However, prevailing data augmentation strategies for videos re…