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cs.HC2026
Adaptive Human-AI Collaboration: A Review of Multimodal Context Modeling, Uncertainty-Aware Intervention, and Longitudinal Co-Adaptation
Mahyar T. Moghaddam, Mina Alipour
Artificial intelligence is shifting from a static decision-support tool to an adaptive collaborator that must sense context, decide when and how to intervene, and improve through r…
cs.HC2026
From Blind Edits to Verified Repair: Building Trustworthy User-Side LLM Agents for Web Accessibility
Lily Bundgaard Wanscher, Markus Heidemann Lorensen, Mohammed Ammad Shafiq +2
Assistive agents that adapt web pages on the user's side, at the moment of browsing, could reach the accessibility failures that site authors leave unfixed, and large language mode…
cs.HC2026
Continuous Behavioral Synthesis for Adaptive Health Dashboards: An LLM-Mediated Architecture Integrating Explicit Preference, Spatial Reorganization, and Attention Allocation Signals
Tiziano Santilli, Mina Alipour, Mahyar T. Moghaddam
The engineering of adaptive user interfaces has traditionally relied on either rule-based systems encoding designer intuitions about user needs or machine learning approaches requi…