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AutoAgents: A Framework for Automatic Agent Generation

International Joint Conference on Artificial Intelligence (IJCAI), 2023

29 September 2023

Ge Zhang

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Papers citing "AutoAgents: A Framework for Automatic Agent Generation"

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Title
LLMs as Firmware Experts: A Runtime-Grown Tree-of-Agents Framework XiangRui Zhang Zeyu Chen Haining Wang Qiang Li 44 0 0 23 Nov 2025
JudgeBoard: Benchmarking and Enhancing Small Language Models for Reasoning Evaluation Zhenyu Bi Gaurav Srivastava Yang Li Meng Lu Swastik Roy Morteza Ziyadi Xuan Wang ELM 220 0 0 20 Nov 2025
AutoBackdoor: Automating Backdoor Attacks via LLM Agents Y. Li Z. Li Wei Zhao Nay Myat Min Hanxun Huang Xingjun Ma Jun Sun AAML LLMAG SILM 282 0 0 20 Nov 2025
Maestro: Learning to Collaborate via Conditional Listwise Policy Optimization for Multi-Agent LLMsISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS Annals), 2025 Wei Yang Jiacheng Pang Shixuan Li P. Bogdan Stephen Tu Jesse Thomason LLMAG 332 1 0 08 Nov 2025
Toward Autonomous Engineering Design: A Knowledge-Guided Multi-Agent Framework Varun V. Kumar George Karniadakis AI4CE 103 1 0 05 Nov 2025
Agentic AI Security: Threats, Defenses, Evaluation, and Open Challenges Shrestha Datta Shahriar Kabir Nahin Anshuman Chhabra P. Mohapatra LLMAG LM&Ro 175 1 0 27 Oct 2025
AgentArcEval: An Architecture Evaluation Method for Foundation Model based AgentsJournal of Systems and Software (JSS), 2025 Qinghua Lu Dehai Zhao Yue Liu Hao Zhang Liming Zhu Xiwei Xu Angela Shi Tristan Tan Rick Kazman 84 0 0 23 Oct 2025
SOCIA-Nabla: Textual Gradient Meets Multi-Agent Orchestration for Automated Simulator Generation Yuncheng Hua Sion Weatherhead Mehdi Jafari Hao Xue Flora D. Salim 80 0 0 21 Oct 2025
OPTAGENT: Optimizing Multi-Agent LLM Interactions Through Verbal Reinforcement Learning for Enhanced Reasoning Zhenyu Bi Meng Lu Yang Li Swastik Roy Weijie Guan Morteza Ziyadi Xuan Wang LLMAG LRM 82 1 0 20 Oct 2025
Select-Then-Decompose: From Empirical Analysis to Adaptive Selection Strategy for Task Decomposition in Large Language Models Shuodi Liu Y. Liu Zi Wang Yusheng Wang Huijia Wu Liuyu Xiang Zhaofeng He 72 0 0 20 Oct 2025
ResearStudio: A Human-Intervenable Framework for Building Controllable Deep-Research Agents Linyi Yang Yixuan Weng 82 0 0 14 Oct 2025
GraphTracer: Graph-Guided Failure Tracing in LLM Agents for Robust Multi-Turn Deep Search Heng Zhang Yuling Shi Xiaodong Gu Haochen You Zijian Zhang Lubin Gan Yilei Yuan Jin Huang 68 2 0 12 Oct 2025
Failure-Driven Workflow Refinement Jusheng Zhang Kaitong Cai Qinglin Zeng Ningyuan Liu Stephen Fan Ziliang Chen Keze Wang 56 2 0 11 Oct 2025
SLEAN: Simple Lightweight Ensemble Analysis Network for Multi-Provider LLM Coordination: Design, Implementation, and Vibe Coding Bug Investigation Case Study Matheus J. T. Vargas 60 0 0 11 Oct 2025
Agentic Systems in Radiology: Design, Applications, Evaluation, and Challenges Christian Bluethgen Dave Van Veen Daniel Truhn Jakob Nikolas Kather Michael Moor ... Akshay S. Chaudhari Thomas Frauenfelder C. Langlotz Michael Krauthammer Farhad Nooralahzadeh LM&MA AI4CE 237 0 0 10 Oct 2025
Dynamic Generation of Multi-LLM Agents Communication Topologies with Graph Diffusion Models Eric Hanchen Jiang Guancheng Wan Sophia Yin Mengting Li Y. Wu ... Xinfeng Li Yizhou Sun Wei Wang Kai-Wei Chang Y. Wu 172 0 0 09 Oct 2025
SPOGW: a Score-based Preference Optimization method via Group-Wise comparison for workflows Yitong Cui Liu Liu B. Yu Jiayan Qiu Xikai Zhang Likang Xiao Y. Liu Quan Chen 100 0 0 05 Oct 2025
From Ambiguity to Verdict: A Semiotic-Grounded Multi-Perspective Agent for LLM Logical Reasoning Yunyao Zhang Xinglang Zhang Junxi Sheng Wenbing Li Junqing Yu Wei Yang Zikai Song LRM 142 1 0 29 Sep 2025
AgentInit: Initializing LLM-based Multi-Agent Systems via Diversity and Expertise Orchestration for Effective and Efficient Collaboration Chunhao Tian Yutong Wang Xuebo Liu Zhexuan Wang Liang Ding Miao Zhang Min Zhang AI4CE 98 0 0 23 Sep 2025
Towards Transparent and Incentive-Compatible Collaboration in Decentralized LLM Multi-Agent Systems: A Blockchain-Driven Approach Minfeng Qi Tianqing Zhu Lefeng Zhang Ningran Li Wanlei Zhou 129 2 0 20 Sep 2025
A Knowledge-driven Adaptive Collaboration of LLMs for Enhancing Medical Decision-making Xiao Wu Ting-Zhu Huang Liang-Jian Deng Yanyuan Qiao Imran Razzak Yutong Xie 68 0 0 18 Sep 2025
GAMA: A General Anonymizing Multi-Agent System for Privacy Preservation Enhanced by Domain Rules and Disproof Mechanism Hailong Yang Renhuo Zhao Guanjin Wang Zhaohong Deng LLMAG 142 0 0 12 Sep 2025
AgenTracer: Who Is Inducing Failure in the LLM Agentic Systems? G. Zhang Junhao Wang Junjie Chen Wangchunshu Zhou Kun Wang Shuicheng Yan LLMAG 230 9 0 03 Sep 2025
STARec: An Efficient Agent Framework for Recommender Systems via Autonomous Deliberate Reasoning Chenghao Wu Ruiyang Ren Junjie Zhang Ruirui Wang Zhongrui Ma Qi Ye Wayne Xin Zhao OffRL LRM 72 0 0 26 Aug 2025
PASS: Probabilistic Agentic Supernet Sampling for Interpretable and Adaptive Chest X-Ray Reasoning Yushi Feng Junye Du Yingying Hong Qifan Wang Lequan Yu 78 0 0 14 Aug 2025
AdaptFlow: Adaptive Workflow Optimization via Meta-Learning Runchuan Zhu Bowen Jiang Shansong Liu Fangkai Yang Lu Wang ... Fengshuo Bai Pu Zhao Qingwei Lin Saravan Rajmohan Dongmei Zhang AIFin AI4CE 64 0 0 11 Aug 2025
MetaAgent: Automatically Constructing Multi-Agent Systems Based on Finite State Machines Yaolun Zhang Xiaogeng Liu Chaowei Xiao LLMAG AI4CE 136 1 0 30 Jul 2025
The Invisible Leash: Why RLVR May or May Not Escape Its Origin Fang Wu Weihao Xuan Ximing Lu Mingjie Liu Yi Dong Zaid Harchaoui Yejin Choi LRM 203 11 0 20 Jul 2025
Establishing Best Practices for Building Rigorous Agentic Benchmarks Yuxuan Zhu Tengjun Jin Yada Pruksachatkun Andy K. Zhang Shu Liu ... Sarah Schwettmann Matei A. Zaharia Ion Stoica Percy Liang Daniel Kang 485 8 0 03 Jul 2025
Dynamic Knowledge Exchange and Dual-diversity Review: Concisely Unleashing the Potential of a Multi-Agent Research Team Weilun Yu Bin Wang Y. Huang Nanqing Dong Li Fan Honggang Qi Wei Liu Xiaoli Diao Xi Chen Xuming He LLMAG 110 1 0 23 Jun 2025
SwarmAgentic: Towards Fully Automated Agentic System Generation via Swarm Intelligence Y. Zhang Chenyang Lin Shijie Tang Haokun Chen Shijie Zhou Yunpu Ma Volker Tresp 262 4 0 18 Jun 2025
AgentDistill: Training-Free Agent Distillation with Generalizable MCP Boxes Jiahao Qiu Xinzhe Juan Yimin Wang L. Yang Xuan Qi ... Hongru Wang Shilong Liu Xun Jiang Liu Leqi Mengdi Wang 169 8 0 17 Jun 2025
Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Wei Zeng Hengshu Zhu Chuan Qin Han Wu Yihang Cheng ... Xiaowei Jin Yinuo Shen Zhenxing Wang Feimin Zhong Hui Xiong AI4TS 337 0 0 11 Jun 2025
Adaptive Graph Pruning for Multi-Agent Communication Boyi Li Zhonghan Zhao Der-Horng Lee Gaoang Wang LLMAG 257 4 0 03 Jun 2025
Toward a Theory of Agents as Tool-Use Decision-Makers Hongru Wang Cheng Qian Pengfei Yu Jiahao Qiu Boyang Xue Mengdi Wang Heng Ji Kam-Fai Wong 230 10 0 01 Jun 2025
A Practical Approach for Building Production-Grade Conversational Agents with Workflow Graphs Chiwan Park Wonjun Jang Daeryong Kim Aelim Ahn Kichang Yang ... Jihyeon Roh Hyerin Park Hyosun Wang Min Seok Kim Jihoon Kang LLMAG 62 2 0 29 May 2025
PhotoArtAgent: Intelligent Photo Retouching with Language Model-Based Artist Agents Haoyu Chen Keda Tao Yizao Wang Xinlei Wang Lei Zhu Jinjin Gu KELM 191 2 0 29 May 2025
AudioGenie: A Training-Free Multi-Agent Framework for Diverse Multimodality-to-Multiaudio Generation Yan Rong Jinting Wang Shan Yang Guangzhi Lei Li Liu DiffM VGen 213 1 0 28 May 2025
E2E Process Automation Leveraging Generative AI and IDP-Based Automation Agent: A Case Study on Corporate Expense Processing Cheonsu Jeong Seongmin Sim Hyoyoung Cho Sungsu Kim Byounggwan Shin 224 3 0 27 May 2025
MA-RAG: Multi-Agent Retrieval-Augmented Generation via Collaborative Chain-of-Thought Reasoning Thang Nguyen Peter Chin Yu-Wing Tai LRM 336 10 0 26 May 2025
MASTER: Multi-Agent Security Through Exploration of Roles and Topological Structures -- A Comprehensive Framework Yifan Zhu Chao Zhang Xin Shi Xueqiao Zhang Yi Yang Yawei Luo LLMAG 169 0 0 24 May 2025
LA-RCS: LLM-Agent-Based Robot Control System TaekHyun Park YoungJun Choi SeungHoon Shin Kwangil Lee 157 0 0 23 May 2025
$SOCIA-$\nabla$: Textual Gradient Meets Multi-Agent Orchestration for Automated Simulator Generation$ SOCIA- $\nabla$ : Textual Gradient Meets Multi-Agent Orchestration for Automated Simulator Generation Yuncheng Hua Ji Miao Mehdi Jafari Jianxiang Xie Hao Xue 455 0 0 17 May 2025
HyperTree Planning: Enhancing LLM Reasoning via Hierarchical Thinking Runquan Gui Liang Luo Jun Wang Chi Ma Huiling Zhen Mingxuan Yuan Jianye Hao Defu Lian Tong Xu Feng Wu LRM 544 9 0 05 May 2025
AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Zijie Lin Yiqing Shen Qilin Cai He Sun Jinrui Zhou Mingjun Xiao 248 9 0 28 Apr 2025
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant Lei Shen Xiaoyu Shen 228 0 0 25 Apr 2025
FlowReasoner: Reinforcing Query-Level Meta-Agents Hongcheng Gao Yue Liu Yufei He Longxu Dou C. Du Zhijie Deng Xu Cheng Jialin Li Tianyu Pang AIFin LRM 262 16 0 21 Apr 2025
GraphicBench: A Planning Benchmark for Graphic Design with Language Agents Dayeon Ki Wanrong Zhu Marine Carpuat Gang Wu Puneet Mathur Viswanathan Swaminathan LLMAG LM&Ro 215 0 0 15 Apr 2025
Learning to Be A Doctor: Searching for Effective Medical Agent Architectures Yangyang Zhuang Wenjia Jiang Jing Zhang Ze Yang Qiufeng Wang Chi Zhang AI4CE 234 4 0 15 Apr 2025
Orchestrating Agents and Data for Enterprise: A Blueprint Architecture for Compound AI Eser Kandogan Nikita Bhutani Dan Zhang Rafael Li Chen Sairam Gurajada Estevam R. Hruschka AIFin 283 7 0 10 Apr 2025