Title
Agent-as-a-Service based on Agent Network Yuhan Zhu Haojie Liu Jian Wang Bing Li Zikang Yin Yefei Liao 19 0 0 13 May 2025
Humanizing LLMs: A Survey of Psychological Measurements with Tools, Datasets, and Human-Agent Applications Wenhan Dong Yuemeng Zhao Zhen Sun Yule Liu Zifan Peng ... Jun Wu Ruiming Wang Shengmin Xu Xinyi Huang Xinlei He LLMAG 57 0 0 30 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 44 0 0 14 Apr 2025
SocioVerse: A World Model for Social Simulation Powered by LLM Agents and A Pool of 10 Million Real-World Users X. Zhang Jiayu Lin Xinyi Mou Shiyue Yang Xiawei Liu ... Jiebo Luo Shiping Tang Libo Wu Baohua Zhou Zhongyu Wei LLMAG 46 1 0 14 Apr 2025
Enhancing LLM-based Recommendation through Semantic-Aligned Collaborative Knowledge Zihan Wang Jinghao Lin Xiaocui Yang Yongkang Liu Shi Feng Daling Wang Y. Zhang 18 0 0 14 Apr 2025
Agent Guide: A Simple Agent Behavioral Watermarking Framework Kaibo Huang Zhongliang Yang Linna Zhou 23 0 0 08 Apr 2025
Query Understanding in LLM-based Conversational Information Seeking Yifei Yuan Zahra Abbasiantaeb Yang Deng Mohammad Aliannejadi 35 0 0 08 Apr 2025
Can LLMs Simulate Personas with Reversed Performance? A Benchmark for Counterfactual Instruction Following Sai Adith Senthil Kumar Hao Yan Saipavan Perepa Murong Yue Ziyu Yao 57 0 0 08 Apr 2025
Verification of Autonomous Neural Car Control with KeYmaera X Enguerrand Prebet Samuel Teuber André Platzer 31 0 0 04 Apr 2025
SU-YOLO: Spiking Neural Network for Efficient Underwater Object Detection Chenyang Li Wenxuan Liu Guoqiang Gong Xiaobo Ding X. Zhong 47 0 0 31 Mar 2025
Simulating Filter Bubble on Short-video Recommender System with Large Language Model Agents Nicholas Sukiennik Haoyu Wang Zailin Zeng Chen Gao Y. Li 32 0 0 23 Mar 2025
Process-Supervised LLM Recommenders via Flow-guided Tuning Chongming Gao Mengyao Gao Chenxiao Fan Shuai Yuan Wentao Shi Xiangnan He 74 2 0 10 Mar 2025
PersonaX: A Recommendation Agent Oriented User Modeling Framework for Long Behavior Sequence Yunxiao Shi Wujiang Xu Zeqi Zhang Xing Zi Qiang Wu Min Xu 66 0 0 04 Mar 2025
MLGym: A New Framework and Benchmark for Advancing AI Research Agents Deepak Nathani Lovish Madaan Nicholas Roberts Nikolay Bashlykov Ajay Menon ... Tatiana Shavrina Jakob Foerster Yoram Bachrach William Yang Wang Roberta Raileanu LLMAG 78 7 0 21 Feb 2025
A Survey on LLM-powered Agents for Recommender Systems Qiyao Peng Hongtao Liu Hua Huang Qing Yang Minglai Shao LLMAG LRM 78 2 0 14 Feb 2025
AgentSociety: Large-Scale Simulation of LLM-Driven Generative Agents Advances Understanding of Human Behaviors and Society J. Piao Yuwei Yan Jun Zhang Nian Li Junbo Yan ... Fengli Xu Fang Zhang Ke Rong Jun Su Y. Li AI4CE 73 8 0 12 Feb 2025
CreAgent: Towards Long-Term Evaluation of Recommender System under Platform-Creator Information Asymmetry Xiaopeng Ye Chen Xu ZhongXiang Sun Jun Xu Gang Wang Zhenhua Dong Ji-Rong Wen 79 0 0 11 Feb 2025
Knowledge is Power: Harnessing Large Language Models for Enhanced Cognitive Diagnosis Zhiang Dong Jingyuan Chen Fei Wu AI4Ed 69 0 0 08 Feb 2025
Knowledge Graph Enhanced Language Agents for Recommendation Taicheng Guo Chaochun Liu Hai Wang Varun Mannam Fang Wang Xin Chen Xiangliang Zhang Chandan K. Reddy 44 2 0 28 Jan 2025
A Survey on LLM-based Multi-Agent System: Recent Advances and New Frontiers in Application Shuaihang Chen Yuanxing Liu Wei Han Weinan Zhang Ting Liu LLMAG AI4CE 43 2 0 08 Jan 2025
STAMPsy: Towards SpatioTemporal-Aware Mixed-Type Dialogues for Psychological Counseling Jieyi Wang Yue Huang Zeming Liu Dexuan Xu Chuan Wang Xiaoming Shi Ruiyuan Guan Hongxing Wang Weihua Yue Yu Huang 68 0 0 21 Dec 2024
From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agents Xinyi Mou Xuanwen Ding Qi He Liang Wang Jingcong Liang ... L. Sun Jiayu Lin Jie Zhou Xuanjing Huang Zhongyu Wei LLMAG LM&Ro AI4CE 80 12 0 04 Dec 2024
Human-inspired Perspectives: A Survey on AI Long-term Memory Zihong He Weizhe Lin Hao Zheng Fan Zhang Matt Jones Laurence Aitchison X. Xu Miao Liu Per Ola Kristensson Junxiao Shen 77 2 0 01 Nov 2024
Personalized Recommendation Systems using Multimodal, Autonomous, Multi Agent Systems Param Thakkar Anushka Yadav 27 2 0 22 Oct 2024
StreetSurfGS: Scalable Urban Street Surface Reconstruction with Planar-based Gaussian Splatting Xiao Cui Weicai Ye Yifan Wang Guofeng Zhang Wengang Zhou Houqiang Li 3DGS 28 4 0 06 Oct 2024
Decoding Echo Chambers: LLM-Powered Simulations Revealing Polarization in Social Networks Chenxi Wang Zongfang Liu Dequan Yang Xiuying Chen 24 7 0 28 Sep 2024
The Emerged Security and Privacy of LLM Agent: A Survey with Case Studies Feng He Tianqing Zhu Dayong Ye Bo Liu Wanlei Zhou Philip S. Yu PILM LLMAG ELM 68 23 0 28 Jul 2024
Lusifer: LLM-based User SImulated Feedback Environment for online Recommender systems Danial Ebrat Luis Rueda Luis Rueda 57 3 0 22 May 2024
Computational Experiments Meet Large Language Model Based Agents: A Survey and Perspective Qun Ma Xiao Xue Deyu Zhou Xiangning Yu Donghua Liu ... Yifan Shen Peilin Ji Juanjuan Li Gang Wang Wanpeng Ma AI4CE LM&Ro LLMAG 11 6 0 01 Feb 2024
Igniting Language Intelligence: The Hitchhiker's Guide From Chain-of-Thought Reasoning to Language Agents Zhuosheng Zhang Yao Yao Aston Zhang Xiangru Tang Xinbei Ma ... Yiming Wang Mark B. Gerstein Rui Wang Gongshen Liu Hai Zhao LLMAG LM&Ro LRM 31 52 0 20 Nov 2023
Large Language Models for Generative Recommendation: A Survey and Visionary Discussions Lei Li Yongfeng Zhang Dugang Liu L. Chen 3DV LRM 32 71 0 03 Sep 2023
Generative Agents: Interactive Simulacra of Human Behavior J. Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein LM&Ro AI4CE 215 1,727 0 07 Apr 2023