2 papers
cs.AI2026
LUNAR: Benchmarking Personalized Large Language Models on UNiversal User BehAvioR Logs
Jiahao Zhang, Yongzhi Tong, Zelin Fu +5
Existing personalized LLM benchmarks primarily rely on textual personas or isolated behavioral signals, providing limited evaluation of cross-domain behavioral personalization, whe…
cs.AI2025
The First MPDD Challenge: Multimodal Personality-aware Depression Detection
Changzeng Fu, Zelin Fu, Qi Zhang +14
Depression is a widespread mental health issue affecting diverse age groups, with notable prevalence among college students and the elderly. However, existing datasets and detectio…