Title
Towards Scientific Intelligence: A Survey of LLM-based Scientific Agents Shuo Ren Pu Jian Zhenjiang Ren Chunlin Leng Can Xie Jiajun Zhang LLMAG AI4CE 94 1 0 31 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 177 18 0 17 Mar 2025
Exploring and Controlling Diversity in LLM-Agent Conversation Kuanchao Chu Yi-Pei Chen Hideki Nakayama LLMAG 115 1 0 24 Feb 2025
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 123 13 0 15 Oct 2024
Bridging Today and the Future of Humanity: AI Safety in 2024 and Beyond Shanshan Han 129 1 0 09 Oct 2024
AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents Petr Anokhin Nikita Semenov Artyom Sorokin Dmitry Evseev Andrey Kravchenko Mikhail Burtsev Evgeny Burnaev LLMAG RALM KELM 72 7 0 05 Jul 2024