Title
AgentRecBench: Benchmarking LLM Agent-based Personalized Recommender Systems Yu Shang Peijie Liu Yuwei Yan Zijing Wu Leheng Sheng ... An Zhang Fengli Xu Yu Wang M. Zhang Yong Li LLMAG 25 0 0 26 May 2025
MASTER: Multi-Agent Security Through Exploration of Roles and Topological Structures -- A Comprehensive Framework Yifan Zhu Chao Zhang Xin Shi Xueqiao Zhang Yi Yang Yawei Luo LLMAG 21 0 0 24 May 2025
Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses Yingkai Kang Jiawen Kang Jinbo Wen Tianze Zhang Zhaohui Yang Dusit Niyato Yan Zhang 37 0 0 19 May 2025
Exploring EFL Secondary Students' AI-generated Text Editing While Composition Writing David James Woo Yangyang Yu Kai Guo 33 0 0 13 May 2025
Benchmarking LLMs' Swarm intelligence Kai Ruan Mowen Huang Ji-Rong Wen Hao Sun 100 0 0 07 May 2025
ReLI: A Language-Agnostic Approach to Human-Robot Interaction Linus Nwankwo Bjoern Ellensohn Ozan Özdenizci Elmar Rueckert LM&Ro 120 0 0 03 May 2025
A Survey on Large Language Model based Human-Agent Systems Henry Peng Zou Wei-Chieh Huang Yaozu Wu Yankai Chen Chunyu Miao ... Yongbin Li Dongyuan Li Dongyuan Li Xue Liu Philip S. Yu LLMAG LM&Ro LM&MA 116 0 0 01 May 2025
BrowseComp-ZH: Benchmarking Web Browsing Ability of Large Language Models in Chinese Peilin Zhou Bruce Leon Xiang Ying Chen Zhang Yifan Shao ... Sixin Hong J. Ren Jian Chen Chao-Hong Liu Yining Hua RALM ELM LRM 62 3 0 27 Apr 2025
Redefining Superalignment: From Weak-to-Strong Alignment to Human-AI Co-Alignment to Sustainable Symbiotic Society Yi Zeng Yijiao Wang Enmeng Lu Dongcheng Zhao Bing Han ... Chao Liu Yaodong Yang Yi Zeng Boyuan Chen Jinyu Fan 110 0 0 24 Apr 2025
Evaluating the Bias in LLMs for Surveying Opinion and Decision Making in Healthcare Yonchanok Khaokaew Flora D. Salim Andreas Züfle Hao Xue Taylor Anderson C. Raina MacIntyre Matthew Scotch David J Heslop AI4CE 55 1 0 11 Apr 2025
A Multimedia Analytics Model for the Foundation Model Era Marcel Worring Jan Zahálka Stef van den Elzen M. T. Fischer Daniel A. Keim VGen HAI 73 1 0 08 Apr 2025
AI for Climate Finance: Agentic Retrieval and Multi-Step Reasoning for Early Warning System Investments S. Vaghefi Aymane Hachcham Veronica Grasso Jiska Manicus Nakiete Msemo Chiara Colesanti-Senni Markus Leippold 32 0 0 07 Apr 2025
Towards Scientific Intelligence: A Survey of LLM-based Scientific Agents Shuo Ren Pu Jian Zhenjiang Ren Chunlin Leng Can Xie Jiajun Zhang LLMAG AI4CE 80 1 0 31 Mar 2025
MAP: Multi-user Personalization with Collaborative LLM-powered Agents Christine P. Lee Jihye Choi Bilge Mutlu LLMAG 99 0 1 17 Mar 2025
Why Do Multi-Agent LLM Systems Fail? Mert Cemri Melissa Z. Pan Shuyi Yang Lakshya A Agrawal Bhavya Chopra ... Dan Klein Kannan Ramchandran Matei A. Zaharia Joseph E. Gonzalez Ion Stoica LLMAG Presented at ResearchTrend Connect \| LLMAG on 23 Apr 2025 164 18 0 17 Mar 2025
Multi-Agent Image Restoration Xu Jiang Ge Li Bin Chen Jian Zhang 83 0 0 12 Mar 2025
Less is More: Adaptive Program Repair with Bug Localization and Preference Learning Zhenlong Dai Bingrui Chen Zhuoluo Zhao Xiu Tang Sai Wu Chang Yao Zhipeng Gao Jingyuan Chen KELM 67 3 0 09 Mar 2025
The Society of HiveMind: Multi-Agent Optimization of Foundation Model Swarms to Unlock the Potential of Collective Intelligence Noah Mamie Susie Xi Rao LLMAG AI4CE 83 0 0 07 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 144 3 0 07 Mar 2025
MastermindEval: A Simple But Scalable Reasoning Benchmark Jonas Golde Patrick Haller Fabio Barth Alan Akbik LRM ReLM ELM 97 2 0 07 Mar 2025
Exploring and Controlling Diversity in LLM-Agent Conversation Kuanchao Chu Yi-Pei Chen Hideki Nakayama LLMAG 91 1 0 24 Feb 2025
A Cognitive Writing Perspective for Constrained Long-Form Text Generation Kaiyang Wan Honglin Mu Rui Hao Haoran Luo Tianle Gu Xiuying Chen ALM 75 0 0 18 Feb 2025
Flaming-hot Initiation with Regular Execution Sampling for Large Language Models Weizhe Chen Zhicheng Zhang Guanlin Liu Renjie Zheng Wenlei Shi Chen Dun Zheng Wu Xing Jin Lin Yan ALM LRM 98 1 0 17 Feb 2025
SMART: Self-Aware Agent for Tool Overuse Mitigation Cheng Qian Emre Can Acikgoz H. Wang Xiusi Chen Avirup Sil Dilek Hakkani-Tur Gokhan Tur Heng Ji LLMAG KELM LRM 88 7 0 17 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
Divergent Thoughts toward One Goal: LLM-based Multi-Agent Collaboration System for Electronic Design Automation Haoyuan Wu Haisheng Zheng Zhuolun He Bei Yu 71 0 0 15 Feb 2025
CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories Yijia Xiao Runhui Wang Luyang Kong Davor Golac Wei Wang LLMAG 336 1 0 10 Feb 2025
Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning Yibo Yan Shen Wang Jiahao Huo Jingheng Ye Zhendong Chu Xuming Hu Philip S. Yu Carla P. Gomes B. Selman Qingsong Wen LRM 143 15 0 05 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 88 2 0 28 Jan 2025
Episodic memory in AI agents poses risks that should be studied and mitigated Chad DeChant 86 2 0 20 Jan 2025
Towards Advancing Code Generation with Large Language Models: A Research Roadmap Haolin Jin Huaming Chen Qinghua Lu Liming Zhu LLMAG 70 1 0 20 Jan 2025
Surveying Attitudinal Alignment Between Large Language Models Vs. Humans Towards 17 Sustainable Development Goals Qingyang Wu Ying Xu Tingsong Xiao Yunze Xiao Yitong Li ... Yichi Zhang Shanghai Zhong Yuwei Zhang Wei Lu Yifan Yang 118 3 0 17 Jan 2025
ToolHop: A Query-Driven Benchmark for Evaluating Large Language Models in Multi-Hop Tool Use Junjie Ye Zhengyin Du Xuesong Yao Weijian Lin Yufei Xu ... Siyu Yuan Tao Gui Qi Zhang Xuanjing Huang Jiecao Chen 74 0 0 05 Jan 2025
What if LLMs Have Different World Views: Simulating Alien Civilizations with LLM-based Agents Mingyu Jin Beichen Wang Zhaoqian Xue Suiyuan Zhu Wenyue Hua Hua Tang Kai Mei Jundong Li Yongfeng Zhang LM&Ro LLMAG 91 11 0 03 Jan 2025
Cognitive Kernel: An Open-source Agent System towards Generalist Autopilots Han Zhang Xiaoman Pan Hongwei Wang Kaixin Ma Wenhao Yu Dong Yu LLMAG 80 4 0 03 Jan 2025
AI Agent for Education: von Neumann Multi-Agent System Framework Yuan-Hao Jiang Ruijia Li Yizhou Zhou Changyong Qi Hanglei Hu Yuang Wei Bo Jiang Yonghe Wu LLMAG 77 5 0 03 Jan 2025
Simulating Human-like Daily Activities with Desire-driven Autonomy Yiding Wang Yuxuan Chen Fangwei Zhong Long Ma Yizhou Wang 101 2 0 09 Dec 2024
MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification Saptarshi Sengupta Kristal Curtis Akshay Mallipeddi Abhinav Mathur Joseph Ross Liang Gou Liang Gou LLMAG SyDa 144 1 0 28 Nov 2024
Beyond the Safety Bundle: Auditing the Helpful and Harmless Dataset Khaoula Chehbouni Jonathan Colaço-Carr Yash More Jackie CK Cheung G. Farnadi 117 1 0 12 Nov 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 106 2 0 01 Nov 2024
GraphTeam: Facilitating Large Language Model-based Graph Analysis via Multi-Agent Collaboration Xin Sky Li Qizhi Chu Yuxiao Chen Yang Liu Yaoqi Liu Zekai Yu Weize Chen Chen Qian C. Shi Cheng Yang LLMAG 77 2 0 23 Oct 2024
An Intelligent Agentic System for Complex Image Restoration Problems Kaiwen Zhu Jinjin Gu Zhiyuan You Yu Qiao Chao Dong 58 7 0 23 Oct 2024
AgentOccam: A Simple Yet Strong Baseline for LLM-Based Web Agents Ke Yang Yao Liu Sapana Chaudhary Rasool Fakoor Pratik Chaudhari George Karypis Huzefa Rangwala LLMAG LM&Ro 73 20 0 17 Oct 2024
Agent Skill Acquisition for Large Language Models via CycleQD So Kuroki Taishi Nakamura Takuya Akiba Yujin Tang MoMe 59 2 0 16 Oct 2024
G-Designer: Architecting Multi-agent Communication Topologies via Graph Neural Networks Guibin Zhang Xinfeng Li Xiangguo Sun Guancheng Wan Miao Yu Sihang Li Kun Wang Dawei Cheng Dawei Cheng AAML AI4CE 98 11 0 15 Oct 2024
Audio-Agent: Leveraging LLMs For Audio Generation, Editing and Composition Zixuan Wang Chi-Keung Tang Chi-Keung Tang DiffM VGen LLMAG 61 4 0 04 Oct 2024
Permissive Information-Flow Analysis for Large Language Models Shoaib Ahmed Siddiqui Radhika Gaonkar Boris Köpf David M. Krueger Andrew Paverd Ahmed Salem Shruti Tople Lukas Wutschitz Menglin Xia Santiago Zanella Béguelin 64 1 0 04 Oct 2024
A Survey on Point-of-Interest Recommendation: Models, Architectures, and Security Qianru Zhang Peng Yang Junliang Yu Haixin Wang Xingwei He Siu-Ming Yiu Hongzhi Yin 57 2 0 03 Oct 2024
Undesirable Memorization in Large Language Models: A Survey Ali Satvaty Suzan Verberne Fatih Turkmen ELM PILM 114 7 0 03 Oct 2024
From LLMs to LLM-based Agents for Software Engineering: A Survey of Current, Challenges and Future Haolin Jin Linghan Huang Haipeng Cai Jun Yan Bo Li Huaming Chen 100 34 0 05 Aug 2024