Papers
219 papers found
A Survey on LLM-powered Agents for Recommender Systems
Qiyao Peng, Hongtao Liu, Hua Huang et al.
Privacy in Action: Towards Realistic Privacy Mitigation and Evaluation for LLM-Powered Agents
Shouju Wang, Fenglin Yu, Xirui Liu et al.
StructuThink: Reasoning with Task Transition Knowledge for Autonomous LLM-Based Agents
Haiyu Zhao, Zhenyu Guo, Chunhong Zhang et al.
Empowering Users in Digital Privacy Management through Interactive LLM-Based Agents
BOLUN SUN, Yifan Zhou, Haiyun Jiang
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Hanrong Zhang, Jingyuan Huang, Kai Mei et al.
Navigating Social Dilemmas with LLM-based Agents via Consideration of Future Consequences
Dung Nguyen, Hung Le, Kien Do et al.
Simulating Opinion Dynamics with Networks of LLM-based Agents
Yun-Shiuan Chuang, Agam Goyal, Nikunj Harlalka et al.
EASYTOOL: Enhancing LLM-based Agents with Concise Tool Instruction
Siyu Yuan, Kaitao Song, Jiangjie Chen et al.
Simulating Classroom Education with LLM-Empowered Agents
Zheyuan Zhang, Daniel Zhang-Li, Jifan Yu et al.
An Efficient Context-Dependent Memory Framework for LLM-Centric Agents
Pengyu Gao, Jinming Zhao, Xinyue Chen et al.
KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents
Yuqi Zhu, Shuofei Qiao, Yixin Ou et al.
Simulating Dispute Mediation with LLM-Based Agents for Legal Research
Junjie Chen, Haitao Li, Minghao Qin et al.
Tapas Are Free! Training-Free Adaptation of Programmatic Agents via LLM-Guided Program Synthesis in Dynamic Environments
Jinwei Hu, Yi Dong, Youcheng Sun et al.
ShoppingBench: A Real-World Intent-Grounded Shopping Benchmark for LLM-based Agents
Jiangyuan Wang, Kejun Xiao, Qi Sun et al.
RESPOND: Realistic Environment Simulation of Population and Natural Disasters with LLM-Driven Agents (Student Abstract)
Roman Sultimov, Mikhail Mozikov, Dmitrii Abramov et al.
RESPOND: Realistic Environment Simulation of Population and Natural Disasters with LLM-Driven Agents
Roman Sultimov, Mikhail Mozikov, Dmitrii Abramov et al.
Mobile-Bench: An Evaluation Benchmark for LLM-based Mobile Agents
Shihan Deng, Weikai Xu, Hongda Sun et al.
Steve-Eye: Equipping LLM-based Embodied Agents with Visual Perception in Open Worlds
Sipeng Zheng, jiazheng liu, Yicheng Feng et al.
AgentOccam: A Simple Yet Strong Baseline for LLM-Based Web Agents
Ke Yang, Yao Liu, Sapana Chaudhary et al.
A Survey on the Feedback Mechanism of LLM-based AI Agents
Zhipeng Liu, Xuefeng Bai, Kehai Chen et al.
Towards Reliable Agents: Benchmarking Customized LLM-Based Retrieval-Augmented Generation Frameworks with Deployment Validation
Kevin Shukang Wang, Karel Joshua Harjono, Ramon Lawrence
Know Thyself: Validating Knowledge Awareness of LLM-based Persona Agents
Savita Bhat, Ishaan Shukla, Shirish Karande
WorkForceAgent-R1: Incentivizing Reasoning Capability in LLM-based Web Agents via Reinforcement Learning
Yuchen Zhuang, Di Jin, Jiaao Chen et al.