AutoFlow: Automated Workflow Generation for Large Language Model Agents

1 July 2024

Zelong Li

Kai Mei

He Zhu

Yongfeng Zhang

AIFin

AI4CE

LLMAG

ArXiv (abs)PDF HTML Github (67★)

Papers citing "AutoFlow: Automated Workflow Generation for Large Language Model Agents"

31 / 31 papers shown

AnimAgents: Coordinating Multi-Stage Animation Pre-Production with Human-Multi-Agent Collaboration

173

22 Nov 2025

FLEX: Continuous Agent Evolution via Forward Learning from Experience

342

09 Nov 2025

Cache Mechanism for Agent RAG Systems

196

04 Nov 2025

AutoStreamPipe: LLM Assisted Automatic Generation of Data Stream Processing Pipelines

Abolfazl Younesi

Zahra Najafabadi Samani

Thomas Fahringer

AI4TS

214

27 Oct 2025

A Survey on Agentic Multimodal Large Language Models

...

LM&Ro AIFin AI4TS LRM AI4CE

292

13 Oct 2025

Failure-Driven Workflow Refinement

127

11 Oct 2025

Classifier-Augmented Generation for Structured Workflow Prediction

103

10 Oct 2025

Inefficiencies of Meta Agents for Agent Design

142

08 Oct 2025

SPOGW: a Score-based Preference Optimization method via Group-Wise comparison for workflows

183

05 Oct 2025

LLM-based Agents Suffer from Hallucinations: A Survey of Taxonomy, Methods, and Directions

...

395

23 Sep 2025

(P)rior(D)yna(F)low: A Priori Dynamic Workflow Construction via Multi-Agent Collaboration

202

18 Sep 2025

OnlineMate: An LLM-Based Multi-Agent Companion System for Cognitive Support in Online Learning

253

18 Sep 2025

PowerChain: A Verifiable Agentic AI System for Automating Distribution Grid Analyses

251

23 Aug 2025

AdaptFlow: Adaptive Workflow Optimization via Meta-Learning

...

177

11 Aug 2025

GeoFlow: Agentic Workflow Automation for Geospatial Tasks

162

05 Aug 2025

AIAP: A No-Code Workflow Builder for Non-Experts with Natural Language and Multi-Agent Collaboration

120

04 Aug 2025

Polymath: A Self-Optimizing Agent with Dynamic Hierarchical Workflow

284

04 Aug 2025

A Survey on Agent Workflow -- Status and Future

350

02 Aug 2025

EvoAgentX: An Automated Framework for Evolving Agentic Workflows

246

04 Jul 2025

SwarmAgentic: Towards Fully Automated Agentic System Generation via Swarm Intelligence

431

18 Jun 2025

AI Scientists Fail Without Strong Implementation Capability

400

02 Jun 2025

Fine-Tune an SLM or Prompt an LLM? The Case of Generating Low-Code Workflows

Orlando Marquez Ayala

347

30 May 2025

FLOW-BENCH: Towards Conversational Generation of Enterprise Workflows

Praveen Venkateswaran

135

16 May 2025

FlowReasoner: Reinforcing Query-Level Meta-Agents

372

21 Apr 2025

Weak-for-Strong: Training Weak Meta-Agent to Harness Strong Executors

414

07 Apr 2025

DebFlow: Automating Agent Creation via Agent Debate

448

31 Mar 2025

Action Engine: Automatic Workflow Generation in FaaSFuture generations computer systems (FGCS), 2024

Akiharu Esashi

Pawissanutt Lertpongrujikorn

Shinji Kato

M. Salehi

441

29 Nov 2024

Large Language Models for Constructing and Optimizing Machine Learning Workflows: A Survey

Haoran Fan

Shiyou Qian

LM&MA AI4CE

442

11 Nov 2024

Denial-of-Service Poisoning Attacks against Large Language Models

Yong Yang

436

167

14 Oct 2024

AgentSquare: Automatic LLM Agent Search in Modular Design SpaceInternational Conference on Learning Representations (ICLR), 2024

Yu Li

Yong Li

565

08 Oct 2024

Automated Design of Agentic SystemsInternational Conference on Learning Representations (ICLR), 2024

Shengran Hu

Cong Lu

Jeff Clune

AI4CE

535

144

15 Aug 2024