Title
When Ethics and Payoffs Diverge: LLM Agents in Morally Charged Social Dilemmas Steffen Backmann David Guzman Piedrahita Emanuel Tewolde Rada Mihalcea Bernhard Schölkopf Zhijing Jin 25 0 0 25 May 2025
From Human Memory to AI Memory: A Survey on Memory Mechanisms in the Era of LLMs Yaxiong Wu Sheng Liang Chen Zhang Yucheng Wang Yanzhe Zhang Huifeng Guo Ruiming Tang Yong Liu KELM 61 2 0 22 Apr 2025
Stochastic Optimization with Optimal Importance Sampling Liviu Aolaritei Bart P. G. Van Parys Henry Lam Michael I. Jordan 76 1 0 04 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 104 7 0 30 Mar 2025
A Survey on Personalized Alignment -- The Missing Piece for Large Language Models in Real-World Applications Jian Guan Jian Wu Jia-Nan Li Chuanqi Cheng Wei Wu LM&MA 100 1 0 21 Mar 2025
Empirical Privacy Variance Yuzheng Hu Fan Wu Ruicheng Xian Yuhang Liu Lydia Zakynthinou Pritish Kamath Chiyuan Zhang David A. Forsyth 73 0 0 16 Mar 2025
A Survey of Large Language Model Empowered Agents for Recommendation and Search: Towards Next-Generation Information Retrieval Yu Zhang Shutong Qiao Jiaqi Zhang Tzu-Heng Lin Chen Gao Yongqian Li LM&Ro LM&MA 140 3 0 07 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 286 1 0 02 Mar 2025
Fraud-R1 : A Multi-Round Benchmark for Assessing the Robustness of LLM Against Augmented Fraud and Phishing Inducements Shu Yang Shenzhe Zhu Zeyu Wu Keyu Wang Junchi Yao Junchao Wu Lijie Hu Mengdi Li Derek F. Wong Di Wang 36 5 0 18 Feb 2025
SCALE: Towards Collaborative Content Analysis in Social Science with Large Language Model Agents and Human Intervention Chengshuai Zhao Zhen Tan Chau-Wai Wong Xinyan Zhao Tianlong Chen Huan Liu LLMAG 66 2 0 16 Feb 2025
LLM-Virus: Evolutionary Jailbreak Attack on Large Language Models Miao Yu Sihang Li Yingjie Zhou Xing Fan Kun Wang Shirui Pan Qingsong Wen AAML 90 1 0 03 Jan 2025
Interacting Large Language Model Agents. Interpretable Models and Social Learning Adit Jain Vikram Krishnamurthy LLMAG 59 0 0 02 Nov 2024
STEM-POM: Evaluating Language Models Math-Symbol Reasoning in Document Parsing Jiaru Zou Qing Wang Pratyush Thakur Nickvash Kani LRM 82 2 0 01 Nov 2024
CURATe: Benchmarking Personalised Alignment of Conversational AI Assistants Lize Alberts Benjamin Ellis Andrei Lupu Jakob Foerster ELM 57 1 0 28 Oct 2024
Do LLMs estimate uncertainty well in instruction-following? Juyeon Heo Miao Xiong Christina Heinze-Deml Jaya Narain ELM 75 3 0 18 Oct 2024
Do LLMs "know" internally when they follow instructions? Juyeon Heo Christina Heinze-Deml Oussama Elachqar Shirley Ren Udhay Nallasamy Andy Miller Kwan Ho Ryan Chan Jaya Narain 75 8 0 18 Oct 2024
Agentic Information Retrieval Weinan Zhang Junwei Liao Ning Li Kounianhua Du Jianghao Lin AIFin 66 6 0 13 Oct 2024
Mobile Edge Intelligence for Large Language Models: A Contemporary Survey Guanqiao Qu Qiyuan Chen Wei Wei Zheng Lin Xianhao Chen Kaibin Huang 59 49 0 09 Jul 2024
Text-to-Model: Text-Conditioned Neural Network Diffusion for Train-Once-for-All Personalization Zexi Li Lingzhi Gao Chao Wu AI4CE DiffM 66 3 0 23 May 2024
KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents Yuqi Zhu Shuofei Qiao Yixin Ou Shumin Deng N. Zhang Shiwei Lyu Yue Shen Lei Liang Jinjie Gu Ningyu Zhang LLMAG LM&Ro 93 30 0 05 Mar 2024
LLM Multi-Agent Systems: Challenges and Open Problems Shanshan Han Qifan Zhang Yuhang Yao Weizhao Jin Zhaozhuo Xu LLMAG 63 39 0 05 Feb 2024