Title
Towards Multi-Agent Reasoning Systems for Collaborative Expertise Delegation: An Exploratory Design Study Baixuan Xu Chunyang Li Weiqi Wang Wei Fan Tianshi Zheng H. Shi Tao Fan Yangqiu Song Qiang Yang 21 0 0 12 May 2025
HyperTree Planning: Enhancing LLM Reasoning via Hierarchical Thinking Runquan Gui Z. Wang J. Wang Chi Ma Huiling Zhen M. Yuan Jianye Hao Defu Lian Enhong Chen Feng Wu LRM 42 0 0 05 May 2025
Generative AI in Embodied Systems: System-Level Analysis of Performance, Efficiency and Scalability Zishen Wan Jiayi Qian Yuhang Du Jason J. Jabbour Yilun Du Yang Katie Zhao A. Raychowdhury Tushar Krishna Vijay Janapa Reddi LM&Ro 86 0 0 26 Apr 2025
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant Lei Shen Xiaoyu Shen 50 0 0 25 Apr 2025
Planet as a Brain: Towards Internet of AgentSites based on AIOS Server Xiang Zhang Yongfeng Zhang 39 0 0 19 Apr 2025
CodeVisionary: An Agent-based Framework for Evaluating Large Language Models in Code Generation Xinchen Wang Pengfei Gao Chao Peng Ruida Hu Cuiyun Gao ELM 31 0 0 18 Apr 2025
MobileCity: An Efficient Framework for Large-Scale Urban Behavior Simulation Xiaotong Ye Nicolas Bougie Toshihiko Yamasaki Narimasa Watanabe 28 0 0 18 Apr 2025
Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Chaoyue Niu Yucheng Ding Junhui Lu Zhengxiang Huang Hang Zeng Yutong Dai Xuezhen Tu Chengfei Lv Fan Wu Guihai Chen 27 0 0 17 Apr 2025
Learning to Be A Doctor: Searching for Effective Medical Agent Architectures Yangyang Zhuang Wenjia Jiang J. Zhang Ze Yang Joey Tianyi Zhou Chi Zhang AI4CE 25 0 0 15 Apr 2025
Two Heads are Better Than One: Test-time Scaling of Multi-agent Collaborative Reasoning Can Jin Hongwu Peng Qixin Zhang Yujin Tang Dimitris N. Metaxas Tong Che LLMAG LRM 54 2 0 14 Apr 2025
MOSAIC: Modeling Social AI for Content Dissemination and Regulation in Multi-Agent Simulations Genglin Liu Salman Rahman Elisa Kreiss Marzyeh Ghassemi Saadia Gabriel 41 0 0 10 Apr 2025
Synthesizing High-Quality Programming Tasks with LLM-based Expert and Student Agents Manh Hung Nguyen Victor-Alexandru Pădurean Alkis Gotovos Sebastian Tschiatschek Adish Singla 24 0 0 10 Apr 2025
SkillFlow: Efficient Skill and Code Transfer Through Communication in Adapting AI Agents Pagkratios Tagkopoulos Fangzhou Li I. Tagkopoulos 28 0 0 08 Apr 2025
Debate Only When Necessary: Adaptive Multiagent Collaboration for Efficient LLM Reasoning Sugyeong Eo Hyeonseok Moon Evelyn Hayoon Zi Chanjun Park Heuiseok Lim LLMAG 42 1 0 07 Apr 2025
How Social is It? A Benchmark for LLMs' Capabilities in Multi-user Multi-turn Social Agent Tasks Yusen Wu Junwu Xiong Xiaotie Deng LLMAG 36 0 0 04 Apr 2025
Visual Environment-Interactive Planning for Embodied Complex-Question Answering Ning Lan Baoshan Ou Xuemei Xie G. Shi LM&Ro 57 1 0 01 Apr 2025
Do We Truly Need So Many Samples? Multi-LLM Repeated Sampling Efficiently Scales Test-Time Compute Jianhao Chen Zishuo Xun Bocheng Zhou Han Qi Qiaosheng Zhang ... Wei Hu Yuzhong Qu W. Ouyang Wanli Ouyang Shuyue Hu 74 0 0 01 Apr 2025
PAARS: Persona Aligned Agentic Retail Shoppers Saab Mansour Leonardo Perelli Lorenzo Mainetti George Davidson Stefano DÁmato 36 0 0 31 Mar 2025
RuleAgent: Discovering Rules for Recommendation Denoising with Autonomous Language Agents Zongwei Wang Min Gao Junliang Yu Yupeng Hou S. Sadiq Hongzhi Yin AI4CE 38 0 0 30 Mar 2025
A Survey of Large Language Model Agents for Question Answering Murong Yue LLMAG LM&MA ELM 57 0 0 24 Mar 2025
A Survey on the Optimization of Large Language Model-based Agents Shangheng Du Jiabao Zhao Jinxin Shi Zhentao Xie Xin Jiang Yanhong Bai Liang He LLMAG LM&Ro LM&MA 119 0 0 16 Mar 2025
ReMA: Learning to Meta-think for LLMs with Multi-Agent Reinforcement Learning Ziyu Wan Yunxiang Li Y. Song Hanjing Wang Linyi Yang Mark W. Schmidt J. Wang Weinan Zhang Shuyue Hu Ying Wen LLMAG KELM LRM AI4CE 81 5 0 12 Mar 2025
AutoMisty: A Multi-Agent LLM Framework for Automated Code Generation in the Misty Social Robot Xiao Wang Lu Dong Sahana Rangasrinivasan Ifeoma Nwogu S. Setlur Venugopal Govindaraju 41 0 0 09 Mar 2025
CHOP: Mobile Operating Assistant with Constrained High-frequency Optimized Subtask Planning Yuqi Zhou Shuai Wang Sunhao Dai Qinglin Jia Zhaocheng Du Zhenhua Dong Jun Xu LM&Ro 68 0 0 05 Mar 2025
MAS-GPT: Training LLMs to Build LLM-based Multi-Agent Systems Rui Ye Shuo Tang Rui Ge Yaxin Du Zhenfei Yin S. Chen Jing Shao LLMAG 85 1 0 05 Mar 2025
MultiAgentBench: Evaluating the Collaboration and Competition of LLM agents Kunlun Zhu Hongyi Du Zhaochen Hong Xiaocheng Yang Shuyi Guo ... Zhenhailong Wang Cheng Qian Xiangru Tang Heng Ji Jiaxuan You LLMAG 66 4 0 03 Mar 2025
The Power of Personality: A Human Simulation Perspective to Investigate Large Language Model Agents Yifan Duan Yihong Tang Xuefeng Bai Kehai Chen J. Li Min Zhang LLMAG 84 0 0 28 Feb 2025
Exploring and Controlling Diversity in LLM-Agent Conversation Kuanchao Chu Yi-Pei Chen Hideki Nakayama LLMAG 42 1 0 24 Feb 2025
Generative Multi-Agent Collaboration in Embodied AI: A Systematic Review Di Wu Xian Wei Guang Chen Hao Shen Xiangfeng Wang Wenhao Li Bo Jin 45 2 0 17 Feb 2025
EvoFlow: Evolving Diverse Agentic Workflows On The Fly Guibin Zhang Kaijie Chen Guancheng Wan Heng Chang Hong Cheng K. Wang Shuyue Hu Lei Bai 69 2 0 11 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 111 9 0 05 Feb 2025
Multi-Agent Collaboration Mechanisms: A Survey of LLMs Khanh-Tung Tran Dung Dao Minh-Duong Nguyen Quoc-Viet Pham Barry O’Sullivan Hoang D. Nguyen LLMAG 85 22 0 10 Jan 2025
Deploying Foundation Model Powered Agent Services: A Survey Wenchao Xu Jinyu Chen Peirong Zheng Xiaoquan Yi Tianyi Tian ... Quan Wan Haozhao Wang Yunfeng Fan Qinliang Su Xuemin Shen AI4CE 110 1 0 18 Dec 2024
Dipper: Diversity in Prompts for Producing Large Language Model Ensembles in Reasoning tasks Gregory Kang Ruey Lau Wenyang Hu Diwen Liu Jizhuo Chen S. Ng Bryan Kian Hsiang Low LRM AI4CE 68 7 0 12 Dec 2024
PhysGame: Uncovering Physical Commonsense Violations in Gameplay Videos Meng Cao Haoran Tang Haoze Zhao Hangyu Guo J. H. Liu Ge Zhang Ruyang Liu Qiang Sun Ian Reid Xiaodan Liang 93 2 0 02 Dec 2024
Multi-Agents are Social Groups: Investigating Social Influence of Multiple Agents in Human-Agent Interactions Tianqi Song Yugin Tan Zicheng Zhu Yibin Feng Yi-Chieh Lee AI4CE 27 2 0 07 Nov 2024
CodeTree: Agent-guided Tree Search for Code Generation with Large Language Models Jierui Li Hung Le Yingbo Zhou Caiming Xiong Silvio Savarese Doyen Sahoo LLMAG 31 5 0 07 Nov 2024
Advancing Agentic Systems: Dynamic Task Decomposition, Tool Integration and Evaluation using Novel Metrics and Dataset Adrian Garret Gabriel Alaa Alameer Ahmad Shankar Kumar Jeyakumar LLMAG 25 1 0 29 Oct 2024
Improving Performance of Commercially Available AI Products in a Multi-Agent Configuration Cory Hymel Sida Peng Kevin Xu Charath Ranganathan LLMAG 19 0 0 29 Oct 2024
GraphTeam: Facilitating Large Language Model-based Graph Analysis via Multi-Agent Collaboration Xin Sky Li Qizhi Chu Y. Chen Yang Liu Yaoqi Liu Zekai Yu Weize Chen Chen Qian C. Shi Cheng Yang LLMAG 48 2 0 23 Oct 2024
CoPS: Empowering LLM Agents with Provable Cross-Task Experience Sharing Chen Yang Chenyang Zhao Q. Gu Dongruo Zhou LRM 38 0 0 22 Oct 2024
MorphAgent: Empowering Agents through Self-Evolving Profiles and Decentralized Collaboration Siyuan Lu Jiaqi Shao B. Luo Tao Lin LM&Ro LLMAG AI4CE 24 2 0 19 Oct 2024
CELI: Controller-Embedded Language Model Interactions J. Wagner Dave DeCaprio Abishek Chiffon Muthu Raja Jonathan M. Holman Lauren K. Brady ... S. Sridhar Han Si Brandon Higgs Hisham K Hamadeh Scott Ogden 14 0 0 18 Oct 2024
Model Swarms: Collaborative Search to Adapt LLM Experts via Swarm Intelligence Shangbin Feng Zifeng Wang Yike Wang Sayna Ebrahimi Hamid Palangi ... Nathalie Rauschmayr Yejin Choi Yulia Tsvetkov Chen-Yu Lee Tomas Pfister MoMe 30 3 0 15 Oct 2024
Agentic Information Retrieval Weinan Zhang Junwei Liao Ning Li Kounianhua Du Jianghao Lin AIFin 41 2 0 13 Oct 2024
DAWN: Designing Distributed Agents in a Worldwide Network Zahra Aminiranjbar Jianan Tang Qiudan Wang Shubha Pant Mahesh Viswanathan LLMAG AI4CE 20 1 0 11 Oct 2024
Optima: Optimizing Effectiveness and Efficiency for LLM-Based Multi-Agent System Weize Chen Jiarui Yuan Chen Qian Cheng Yang Zhiyuan Liu Maosong Sun LLMAG 26 4 0 10 Oct 2024
ING-VP: MLLMs cannot Play Easy Vision-based Games Yet Haoran Zhang Hangyu Guo Shuyue Guo Meng Cao Wenhao Huang Jiaheng Liu Ge Zhang VLM MLLM LRM 35 2 0 09 Oct 2024
Learning Evolving Tools for Large Language Models Guoxin Chen Zhong Zhang Xin Cong Fangda Guo Yesai Wu Yankai Lin Wenzheng Feng Yasheng Wang KELM 52 1 0 09 Oct 2024
AgentSquare: Automatic LLM Agent Search in Modular Design Space Yu Shang Yu Li Keyu Zhao Likai Ma J. Liu Fengli Xu Yong Li LLMAG 28 8 0 08 Oct 2024