3 papers
cs.CR2026
Structured Visual Narratives Undermine Safety Alignment in Multimodal Large Language Models
Rui Yang Tan, Yujia Hu, Roy Ka-Wei Lee
Multimodal Large Language Models (MLLMs) extend text-only LLMs with visual reasoning, but also introduce new safety failure modes under visually grounded instructions. We study com…
cs.CV2025
Humor in Pixels: Benchmarking Large Multimodal Models Understanding of Online Comics
Yuriel Ryan, Rui Yang Tan, Kenny Tsu Wei Choo +1
Understanding humor is a core aspect of social intelligence, yet it remains a significant challenge for Large Multimodal Models (LMMs). We introduce PixelHumor, a benchmark dataset…
cs.CV2025
Cross-Modal Transfer from Memes to Videos: Addressing Data Scarcity in Hateful Video Detection
Han Wang, Rui Yang Tan, Roy Ka-Wei Lee
Detecting hate speech in online content is essential to ensuring safer digital spaces. While significant progress has been made in text and meme modalities, video-based hate speech…