X-MAS: Towards Building Multi-Agent Systems with Heterogeneous LLMs

X-MAS: Towards Building Multi-Agent Systems with Heterogeneous LLMs

22 May 2025

Papers citing "X-MAS: Towards Building Multi-Agent Systems with Heterogeneous LLMs"

12 / 12 papers shown

Title
MAS-GPT: Training LLMs to Build LLM-based Multi-Agent Systems Guangyi Liu Shuo Tang Rui Ge Yaxin Du Zhenfei Yin Tian Jin Jing Shao LLMAG 116 4 0 05 Mar 2025
Towards an AI co-scientist Juraj Gottweis W. Weng Alexander Daryin T. Tu Anil Palepu ... Gary Peltz Yunhan Xu Annalisa Pawlosky Alan Karthikesalingam Vivek Natarajan LLMAG 73 38 0 26 Feb 2025
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning DeepSeek-AI Daya Guo Dejian Yang Haowei Zhang Junxiao Song ... Shiyu Wang S. Yu Shunfeng Zhou Shuting Pan S.S. Li ReLM VLM OffRL AI4TS LRM 218 1,503 0 22 Jan 2025
JudgeBench: A Benchmark for Evaluating LLM-based Judges Sijun Tan Siyuan Zhuang Kyle Montgomery William Y. Tang Alejandro Cuadron Chenguang Wang Raluca A. Popa Ion Stoica ELM ALM 85 45 0 16 Oct 2024
Automated Design of Agentic Systems Shengran Hu Cong Lu Jeff Clune AI4CE 89 48 0 15 Aug 2024
CollabStory: Multi-LLM Collaborative Story Generation and Authorship Analysis Saranya Venkatraman Nafis Irtiza Tripto Dongwon Lee 88 12 0 18 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 129 60 0 11 Jun 2024
MapCoder: Multi-Agent Code Generation for Competitive Problem Solving Md. Ashraful Islam Mohammed Eunus Ali Md. Rizwan Parvez SyDa 57 62 0 18 May 2024
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 631 13,788 0 15 Mar 2023
Program Synthesis with Large Language Models Jacob Austin Augustus Odena Maxwell Nye Maarten Bosma Henryk Michalewski ... Ellen Jiang Carrie J. Cai Michael Terry Quoc V. Le Charles Sutton ELM AIMat ReCod ALM 90 1,893 0 16 Aug 2021
Evaluating Large Language Models Trained on Code Mark Chen Jerry Tworek Heewoo Jun Qiming Yuan Henrique Pondé ... Bob McGrew Dario Amodei Sam McCandlish Ilya Sutskever Wojciech Zaremba ELM ALM 155 5,328 0 07 Jul 2021
Program Induction by Rationale Generation : Learning to Solve and Explain Algebraic Word Problems Wang Ling Dani Yogatama Chris Dyer Phil Blunsom AIMat 54 701 0 11 May 2017