Title
FlowReasoner: Reinforcing Query-Level Meta-Agents Hongcheng Gao Yue Liu Yufei He Longxu Dou C. Du Zhijie Deng Bryan Hooi Min Lin Tianyu Pang AIFin LRM 26 1 0 21 Apr 2025
Weak-for-Strong: Training Weak Meta-Agent to Harness Strong Executors Fan Nie Lan Feng Haotian Ye Weixin Liang Pan Lu Huaxiu Yao Alexandre Alahi James Zou 72 0 0 07 Apr 2025
DebFlow: Automating Agent Creation via Agent Debate Jinwei Su Yinghui Xia Ronghua Shi Jianhui Wang Jianuo Huang Y. Wang Tianyu Shi Yang Jingsong Lewei He 30 0 0 31 Mar 2025
Action Engine: An LLM-based Framework for Automatic FaaS Workflow Generation Akiharu Esashi Pawissanutt Lertpongrujikorn M. Salehi 62 0 0 29 Nov 2024
Denial-of-Service Poisoning Attacks against Large Language Models Kuofeng Gao Tianyu Pang Chao Du Yong Yang Shu-Tao Xia Min-Bin Lin SILM AAML 47 14 0 14 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
Automated Design of Agentic Systems Shengran Hu Cong Lu Jeff Clune AI4CE 34 36 0 15 Aug 2024
Formal-LLM: Integrating Formal Language and Natural Language for Controllable LLM-based Agents Zelong Li Wenyue Hua Hao Wang He Zhu Yongfeng Zhang LLMAG 59 18 0 01 Feb 2024
GPT is becoming a Turing machine: Here are some ways to program it A. Jojic Zhen Wang Nebojsa Jojic LRM 34 17 0 25 Mar 2023
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 208 2,413 0 06 Oct 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 2,712 0 24 May 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 297 3,163 0 21 Mar 2022