3 citations · 6 across the 9 of their papers we have counts for
4 papers · 1 filter
M-CALLM: Multi-level Context Aware LLM Framework for Group Interaction Prediction
Diana Romero, Xin Gao, Daniel Khalkhali +1
This paper explores how large language models can leverage multi-level contextual information to predict group coordination patterns in collaborative mixed reality environments. We…
MURMR: A Multimodal Sensing Framework for Automated Group Behavior Analysis in Mixed Reality
Diana Romero, Yasra Chandio, Fatima Anwar +1
When teams coordinate in immersive environments, collaboration breakdowns can go undetected without automated analysis, directly affecting task performance. Yet existing methods re…
What Sensors See, What People Feel: An Exploratory Study of Subjective Collaboration Perception in Mixed Reality
Yasra Chandio, Diana Romero, Salma Elmalaki +1
Mixed Reality (MR) enables rich, embodied collaboration; however, it is uncertain whether sensor- and system-logged behavioral signals capture how users experience that collaborati…
AutoLike: Auditing Social Media Recommendations through User Interactions
Hieu Le, Salma Elmalaki, Zubair Shafiq +1
Modern social media platforms, such as TikTok, Facebook, and YouTube, rely on recommendation systems to personalize content for users based on user interactions with endless stream…