Title
Multi-agent Embodied AI: Advances and Future Directions Zhaohan Feng Ruiqi Xue Lei Yuan Yang Yu Ning Ding M. Liu Bingzhao Gao Jian-jun Sun Gang Wang AI4CE 36 0 0 08 May 2025
OptimAI: Optimization from Natural Language Using LLM-Powered AI Agents Raghav Thind Youran Sun Ling Liang Haizhao Yang LLMAG 21 0 0 23 Apr 2025
A Short Survey on Small Reasoning Models: Training, Inference, Applications and Research Directions Chengyu Wang Taolin Zhang Richang Hong Jun Huang ReLM LRM 32 1 0 12 Apr 2025
Toward Super Agent System with Hybrid AI Routers Yuhang Yao Haixin Wang Yibo Chen Jiawen Wang Min Chang Jordan Ren Bosheng Ding Salman Avestimehr Chaoyang He LLMAG LM&Ro 22 0 0 11 Apr 2025
Affordable AI Assistants with Knowledge Graph of Thoughts Maciej Besta Lorenzo Paleari Jia Hao Andrea Jiang Robert Gerstenberger You Wu ... Jón Gunnar Hannesson Grzegorz Kwa'sniewski Marcin Copik H. Niewiadomski Torsten Hoefler LLMAG RALM 41 0 0 03 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 72 0 0 01 Apr 2025
MDTeamGPT: A Self-Evolving LLM-based Multi-Agent Framework for Multi-Disciplinary Team Medical Consultation Kai-xiang Chen X. Li Tianpei Yang Hewei Wang Wei Dong Yang Gao LLMAG LM&MA 59 2 0 18 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 102 0 0 16 Mar 2025
System 0/1/2/3: Quad-process theory for multi-timescale embodied collective cognitive systems Tadahiro Taniguchi Yasushi Hirai Masahiro Suzuki Shingo Murata Takato Horii Kazutoshi Tanaka AI4CE 49 0 0 08 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 74 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 58 4 0 03 Mar 2025
Synthesizing Post-Training Data for LLMs through Multi-Agent Simulation Shuo Tang Xianghe Pang Zexi Liu Bohan Tang Rui Ye Xiaowen Dong Y. Wang Yanfeng Wang S. Chen SyDa LLMAG 98 3 0 21 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 53 2 0 11 Feb 2025
Multi-agent Architecture Search via Agentic Supernet Guibin Zhang Luyang Niu Junfeng Fang K. Wang Lei Bai X. Wang 84 3 0 06 Feb 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 33 2 0 08 Jan 2025
SYMPHONY: Improving Memory Management for LLM Inference Workloads Saurabh Agarwal Anyong Mao Aditya Akella Shivaram Venkataraman LLMAG 70 0 0 21 Dec 2024
LLMs Can Simulate Standardized Patients via Agent Coevolution Zhuoyun Du Lujie Zheng Renjun Hu Yuyang Xu X. Li Ying Sun Wei Chen Jian Wu Haolei Cai Haohao Ying LM&MA 69 0 0 16 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 72 9 0 04 Dec 2024
SMoA: Improving Multi-agent Large Language Models with Sparse Mixture-of-Agents Dawei Li Zhen Tan Peijia Qian Yifan Li Kumar Satvik Chaudhary Lijie Hu Jiayi Shen 32 3 0 05 Nov 2024
Agent-as-a-Judge: Evaluate Agents with Agents Mingchen Zhuge Changsheng Zhao Dylan R. Ashley Wenyi Wang Dmitrii Khizbullin ... Raghuraman Krishnamoorthi Yuandong Tian Yangyang Shi Vikas Chandra Jürgen Schmidhuber ELM 42 32 0 14 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 18 3 0 10 Oct 2024
Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems Guibin Zhang Yanwei Yue Zhixun Li Sukwon Yun Guancheng Wan Kun Wang Dawei Cheng Jeffrey Xu Yu Tianlong Chen 21 3 0 03 Oct 2024
AgentMonitor: A Plug-and-Play Framework for Predictive and Secure Multi-Agent Systems Chi-Min Chan Jianxuan Yu Weize Chen Chunyang Jiang Xinyu Liu Weijie Shi Zhiyuan Liu Wei Xue Yike Guo LLMAG 28 0 0 27 Aug 2024
Automated Design of Agentic Systems Shengran Hu Cong Lu Jeff Clune AI4CE 26 36 0 15 Aug 2024
Empowering Agile-Based Generative Software Development through Human-AI Teamwork Sai Zhang Zhenchang Xing Ronghui Guo Fangzhou Xu Lei Chen Zhaoyuan Zhang Xiaowang Zhang Zhiyong Feng Zhiqiang Zhuang 36 2 0 22 Jul 2024
Knowledge Mechanisms in Large Language Models: A Survey and Perspective Meng Wang Yunzhi Yao Ziwen Xu Shuofei Qiao Shumin Deng ... Yong-jia Jiang Pengjun Xie Fei Huang Huajun Chen Ningyu Zhang 32 1 0 22 Jul 2024
Internal Consistency and Self-Feedback in Large Language Models: A Survey Xun Liang Shichao Song Zifan Zheng Hanyu Wang Qingchen Yu ... Rong-Hua Li Peng Cheng Zhonghao Wang Feiyu Xiong Zhiyu Li HILM LRM 43 23 0 19 Jul 2024
Autonomous Agents for Collaborative Task under Information Asymmetry Wei Liu Chenxi Wang Yifei Wang Zihao Xie Rennai Qiu Yufan Dang Zhuoyun Du Weize Chen Cheng Yang Chen Qian LLMAG 26 4 0 21 Jun 2024
Temporal Knowledge Graph Question Answering: A Survey Miao Su Zixuan Li Zhuo Chen Long Bai Xiaolong Jin Jiafeng Guo 35 2 0 20 Jun 2024
War and Peace (WarAgent): Large Language Model-based Multi-Agent Simulation of World Wars Wenyue Hua Lizhou Fan Lingyao Li Kai Mei Jianchao Ji Yingqiang Ge Libby Hemphill Yongfeng Zhang LM&Ro LLMAG 103 87 0 28 Nov 2023
AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation Qingyun Wu Gagan Bansal Jieyu Zhang Yiran Wu Beibin Li ... Jiale Liu Ahmed Hassan Awadallah Ryen W. White Doug Burger Chi Wang LLMAG AI4CE 40 201 0 16 Aug 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 197 2,232 0 22 Mar 2023
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 2022
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 217 3,054 0 23 Jan 2020