Large Language Models Empowered Personalized Web Agents

Large Language Models Empowered Personalized Web Agents

22 October 2024

Yongqi Li

Papers citing "Large Language Models Empowered Personalized Web Agents"

12 / 12 papers shown

Title
A Survey of Foundation Model-Powered Recommender Systems: From Feature-Based, Generative to Agentic Paradigms Chengkai Huang Hongtao Huang Tong Yu Kaige Xie Junda Wu Shuai Zhang Julian McAuley Dietmar Jannach Lina Yao LRM AI4CE 17 0 0 23 Apr 2025
WebLists: Extracting Structured Information From Complex Interactive Websites Using Executable LLM Agents Arth Bohra Manvel Saroyan Danil Melkozerov Vahe Karufanyan Gabriel Maher Pascal Weinberger Artem Harutyunyan Giovanni Campagna LLMAG 30 0 0 17 Apr 2025
A Survey of Personalization: From RAG to Agent Xiaopeng Li Pengyue Jia Derong Xu Yi Wen Yingyi Zhang ... X. Li Y. Liu Huifeng Guo Ruiming Tang Xiangyu Zhao 3DV AI4TS AI4CE 42 0 0 14 Apr 2025
A Survey of WebAgents: Towards Next-Generation AI Agents for Web Automation with Large Foundation Models Liangbo Ning Ziran Liang Zhuohang Jiang Haohao Qu Yujuan Ding ... Xiao Wei Shanru Lin Hui Liu Philip S. Yu Qing Li LLMAG LM&Ro 73 5 0 30 Mar 2025
Towards Agentic Recommender Systems in the Era of Multimodal Large Language Models Chengkai Huang Junda Wu Yu Xia Zixu Yu Ruhan Wang ... Ryan Rossi B. Kveton Dongruo Zhou Julian McAuley Lina Yao 29 1 0 20 Mar 2025
Personalized Text Generation with Contrastive Activation Steering Jinghao Zhang Y. Liu W. Wang Qiang Liu Shu Wu Liang Wang Tat-Seng Chua LLMSV 35 0 0 07 Mar 2025
Measuring What Makes You Unique: Difference-Aware User Modeling for Enhancing LLM Personalization Yilun Qiu Xiaoyan Zhao Yang Zhang Yimeng Bai W. Wang Hong Cheng Fuli Feng Tat-Seng Chua 50 1 0 04 Mar 2025
MAPS: Motivation-Aware Personalized Search via LLM-Driven Consultation Alignment Weicong Qin Yi Xu Weijie Yu Chenglei Shen Ming He Jianping Fan Xiao Zhang Jun Xu 43 0 0 03 Mar 2025
Evaluating Personalized Tool-Augmented LLMs from the Perspectives of Personalization and Proactivity Yupu Hao Pengfei Cao Zhuoran Jin Huanxuan Liao Yubo Chen Kang Liu Jun Zhao LLMAG 55 1 0 02 Mar 2025
Smoothing Grounding and Reasoning for MLLM-Powered GUI Agents with Query-Oriented Pivot Tasks Zongru Wu Pengzhou Cheng Zheng Wu Tianjie Ju Zhuosheng Zhang Gongshen Liu LRM 32 1 0 01 Mar 2025
PEToolLLM: Towards Personalized Tool Learning in Large Language Models Qiancheng Xu Y. Li Heming Xia Fan Liu Min Yang Wenjie Li 62 0 0 26 Feb 2025
MC-LLaVA: Multi-Concept Personalized Vision-Language Model Ruichuan An Sihan Yang Ming Lu Kai Zeng Yulin Luo ... Hao Liang Qi She Shanghang Zhang W. Zhang Wentao Zhang 70 5 0 18 Nov 2024