Title
AutoPrep: Natural Language Question-Aware Data Preparation with a Multi-Agent Framework Meihao Fan Ju Fan Nan Tang Lei Cao Guoliang Li Xiaoyong Du LMTD 215 2 0 10 Dec 2024
Planning-Driven Programming: A Large Language Model Programming Workflow Chao Lei Yanchuan Chang Nir Lipovetzky Krista A. Ehinger 208 6 0 21 Nov 2024
StoryAgent: Customized Storytelling Video Generation via Multi-Agent Collaboration Panwen Hu Jin Jiang Jianqi Chen Mingfei Han Shengcai Liao Xiaojun Chang Xiaodan Liang VGen DiffM 128 6 0 07 Nov 2024
CaPo: Cooperative Plan Optimization for Efficient Embodied Multi-Agent Cooperation Jie Liu Pan Zhou Yingjun Du Ah-Hwee Tan Cees G. M. Snoek Jan-Jakob Sonke E. Gavves LLMAG 106 3 0 07 Nov 2024
EMOS: Embodiment-aware Heterogeneous Multi-robot Operating System with LLM Agents Junting Chen Checheng Yu Xunzhe Zhou Tianqi Xu Yao Mu Mengkang Hu Wenqi Shao Yun Wang Ge Li Lin Shao 154 5 0 30 Oct 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 150 2 0 23 Oct 2024
Conformity in Large Language Models Xiaochen Zhu Caiqi Zhang Tom Stafford Nigel Collier Andreas Vlachos 129 0 0 16 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 105 9 0 15 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 205 20 0 15 Oct 2024
Denial-of-Service Poisoning Attacks against Large Language Models Kuofeng Gao Tianyu Pang Chao Du Yong Yang Shu-Tao Xia Min Lin SILM AAML 176 6 0 14 Oct 2024
Agentic Information Retrieval Weinan Zhang Junwei Liao Ning Li Kounianhua Du Jianghao Lin AIFin 123 7 0 13 Oct 2024
DAWN: Designing Distributed Agents in a Worldwide Network Zahra Aminiranjbar Jianan Tang Qiudan Wang Shubha Pant Mahesh Viswanathan AI4CE LLMAG 94 2 0 11 Oct 2024
Diversity of Thought Elicits Stronger Reasoning Capabilities in Multi-Agent Debate Frameworks Mahmood Hegazy LLMAG LRM AI4CE 97 2 0 10 Oct 2024
Efficient Pretraining Data Selection for Language Models via Multi-Actor Collaboration Tianyi Bai Ling Yang Zhen Hao Wong Fupeng Sun Jiahui Peng ... Lijun Wu Jiantao Qiu Wentao Zhang Binhang Yuan Conghui He LLMAG 79 6 0 10 Oct 2024
MACPO: Weak-to-Strong Alignment via Multi-Agent Contrastive Preference Optimization Yougang Lyu Lingyong Yan Zihan Wang D. Yin Fajie Yuan Maarten de Rijke Zhaochun Ren 158 10 0 10 Oct 2024
COMMA: A Communicative Multimodal Multi-Agent Benchmark Timothy Ossowski Jixuan Chen Danyal Maqbool Zefan Cai Tyler Bradshaw Junjie Hu VLM 98 3 0 10 Oct 2024
MLLM as Retriever: Interactively Learning Multimodal Retrieval for Embodied Agents Junpeng Yue Xinru Xu Börje F. Karlsson Zongqing Lu 116 1 0 04 Oct 2024
AutoML-Agent: A Multi-Agent LLM Framework for Full-Pipeline AutoML Patara Trirat Wonyong Jeong Sung Ju Hwang LLMAG 130 20 0 03 Oct 2024
Agent-Oriented Planning in Multi-Agent Systems Ao Li Yuexiang Xie Songze Li Fugee Tsung Bolin Ding Yaliang Li AIFin 412 10 0 03 Oct 2024
Agents' Room: Narrative Generation through Multi-step Collaboration Fantine Huot Reinald Kim Amplayo Jennimaria Palomaki Alice Shoshana Jakobovits Elizabeth Clark Mirella Lapata 102 16 0 03 Oct 2024
Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey on How to Make your LLMs use External Data More Wisely Siyun Zhao Yuqing Yang Zilong Wang Zhiyuan He Luna Qiu Lili Qiu SyDa RALM 3DV 118 42 0 23 Sep 2024
HiAgent: Hierarchical Working Memory Management for Solving Long-Horizon Agent Tasks with Large Language Model Mengkang Hu Tianxing Chen Qiguang Chen Yao Mu Wenqi Shao Ping Luo LM&Ro LLMAG RALM 88 6 0 18 Aug 2024
Automated Design of Agentic Systems Shengran Hu Cong Lu Jeff Clune AI4CE 145 62 0 15 Aug 2024
MMRole: A Comprehensive Framework for Developing and Evaluating Multimodal Role-Playing Agents Yanqi Dai Huanran Hu Lei Wang Shengjie Jin X. Chen Zhiwu Lu LLMAG 121 9 0 08 Aug 2024
AgentsCoMerge: Large Language Model Empowered Collaborative Decision Making for Ramp Merging Senkang Hu Zhengru Fang Zihan Fang Yiqin Deng Xianhao Chen Yuguang Fang Sam Kwong 162 15 0 07 Aug 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 160 37 0 05 Aug 2024
MALADE: Orchestration of LLM-powered Agents with Retrieval Augmented Generation for Pharmacovigilance Jihye Choi Nils Palumbo P. Chalasani Matthew M. Engelhard Somesh Jha Anivarya Kumar David Page 96 4 0 03 Aug 2024
Fuzz-Testing Meets LLM-Based Agents: An Automated and Efficient Framework for Jailbreaking Text-To-Image Generation Models Yingkai Dong Xiangtao Meng Ning Yu Zheng Li Shanqing Guo LLMAG 119 17 0 01 Aug 2024
AgentGen: Enhancing Planning Abilities for Large Language Model based Agent via Environment and Task Generation Mengkang Hu Yixiao Wang Can Xu Lingfeng Sun Chensheng Peng T. Hannagan Nicola Poerio Saravan Rajmohan LM&Ro LLMAG 167 22 0 01 Aug 2024
Cohesive Conversations: Enhancing Authenticity in Multi-Agent Simulated Dialogues Kuanchao Chu Yi-Pei Chen Hideki Nakayama LLMAG 86 5 0 13 Jul 2024
Large Language Models as Biomedical Hypothesis Generators: A Comprehensive Evaluation Biqing Qi Kaiyan Zhang Kai Tian Haoxiang Li Zhang-Ren Chen Sihang Zeng Ermo Hua Hu Jinfang Bowen Zhou LM&MA 127 18 0 12 Jul 2024
Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence Weize Chen Ziming You Ran Li Yitong Guan Chen Qian Chenyang Zhao Cheng Yang Ruobing Xie Zhiyuan Liu Maosong Sun LLMAG 103 40 0 09 Jul 2024
CRAB: Cross-environment Agent Benchmark for Multimodal Language Model Agents Tianqi Xu Linyao Chen Dai-Jie Wu Yanjun Chen Zecheng Zhang ... Zhaoxuan Jin Ge Li Philip Torr Bernard Ghanem Guohao Li 157 21 0 01 Jul 2024
Teola: Towards End-to-End Optimization of LLM-based Applications Xin Tan Yimin Jiang Yitao Yang Hong-Yu Xu 170 7 0 29 Jun 2024
When Search Engine Services meet Large Language Models: Visions and Challenges Haoyi Xiong Jiang Bian Yuchen Li Xuhong Li Jundong Li Shuaiqiang Wang D. Yin Sumi Helal 135 36 0 28 Jun 2024
EvoAgent: Towards Automatic Multi-Agent Generation via Evolutionary Algorithms Siyu Yuan Kaitao Song Jiangjie Chen Xu Tan Dongsheng Li Deqing Yang LLMAG 178 28 0 20 Jun 2024
Multi-Agent Collaboration via Cross-Team Orchestration Zhuoyun Du Chen Qian Wei Liu Zihao Xie Yifei Wang ... Weize Chen Cheng Yang Ye Tian Xuantang Xiong Lei Han LLMAG 103 21 0 13 Jun 2024
Scaling Large Language Model-based Multi-Agent Collaboration Chen Qian Zihao Xie YiFei Wang Wei Liu Yufan Dang ... Zhuoyun Du Weize Chen Cheng Yang Zhiyuan Liu Maosong Sun AI4CE LLMAG LM&Ro 178 78 0 11 Jun 2024
A Survey of Language-Based Communication in Robotics William Hunt Sarvapali D. Ramchurn Mohammad D. Soorati LM&Ro 256 13 0 06 Jun 2024
AutoStudio: Crafting Consistent Subjects in Multi-turn Interactive Image Generation Junhao Cheng Xi Lu Hanhui Li Khun Loun Zai Baiqiao Yin Yuhao Cheng Yiqiang Yan Xiaodan Liang DiffM VGen 128 11 0 03 Jun 2024
Adaptive In-conversation Team Building for Language Model Agents Linxin Song Jiale Liu Jieyu Zhang Shaokun Zhang Ao Luo Shijian Wang Qingyun Wu Chi Wang LLMAG 159 14 0 29 May 2024
MockLLM: A Multi-Agent Behavior Collaboration Framework for Online Job Seeking and Recruiting Hongda Sun Hongzhan Lin Haiyu Yan Chen Zhu Yang Song Xin Gao 82 8 0 28 May 2024
Agent Planning with World Knowledge Model Shuofei Qiao Runnan Fang Ningyu Zhang Yuqi Zhu Xiang Chen Shumin Deng Yong Jiang Pengjun Xie Fei Huang Huajun Chen LLMAG LM&Ro 203 24 0 23 May 2024
(Perhaps) Beyond Human Translation: Harnessing Multi-Agent Collaboration for Translating Ultra-Long Literary Texts Minghao Wu Jiahao Xu Yulin Yuan Gholamreza Haffari Longyue Wang Weihua Luo Kaifu Zhang LLMAG 184 27 0 20 May 2024
The Landscape of Emerging AI Agent Architectures for Reasoning, Planning, and Tool Calling: A Survey Tula Masterman Sandi Besen Mason Sawtell Alex Chao LM&Ro LLMAG 114 58 0 17 Apr 2024
AI2Apps: A Visual IDE for Building LLM-based AI Agent Applications Xin Pang Zhucong Li Jiaxiang Chen Yuan Cheng Yinghui Xu Yuan Qi LLMAG 64 5 0 07 Apr 2024
ZeroCAP: Zero-Shot Multi-Robot Context Aware Pattern Formation via Large Language Models Vishnunandan L. N. Venkatesh Byung-Cheol Min LM&Ro 193 2 0 02 Apr 2024
Optimization-based Prompt Injection Attack to LLM-as-a-Judge Jiawen Shi Zenghui Yuan Yinuo Liu Yue Huang Pan Zhou Lichao Sun Neil Zhenqiang Gong AAML 146 57 0 26 Mar 2024
AIOS: LLM Agent Operating System Kai Mei Zelong Li Wujiang Xu Wenyue Hua Mingyu Jin Yongfeng Zhang Shuyuan Xu Ruosong Ye Yingqiang Ge Yongfeng Zhang LLMAG 152 25 0 25 Mar 2024
Agent-FLAN: Designing Data and Methods of Effective Agent Tuning for Large Language Models Zehui Chen Kuikun Liu Qiuchen Wang Wenwei Zhang Jiangning Liu Dahua Lin Kai-xiang Chen Feng Zhao LLMAG ALM AIFin 131 35 0 19 Mar 2024