AAAI 2026technical0 citations
Orion: Steering Personalized Web Agents via Global-Micro Profiling and Adaptive Intent Tracking
Die Hu, Jingguo Ge, Weitao Tang, He Kong, Liangxiong Li, Bingzhen Wu
Abstract
Recently, Large Language Models (LLMs) based Web Agents have shown significant potential in web understanding and interaction tasks. However, their personalization ability and user experience remain limited by the ambiguity and dynamic nature of user intent, struggling to model diverse user interests and track intent changes over time. To address these challenges, this paper proposes Orion, a novel personalized Web Agent. Orion adopts a global-micro profiling mechanism to balance users
BibTeX
@inproceedings{aaai2026_orionsteeringper,
title = {Orion: Steering Personalized Web Agents via Global-Micro Profiling and Adaptive Intent Tracking},
author = {Die Hu and Jingguo Ge and Weitao Tang and He Kong and Liangxiong Li and Bingzhen Wu},
booktitle = {AAAI 2026},
year = {2026}
}