Agentic Workflows

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Period ending 2026-09-21

17 new papers

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Period ending 2026-09-14

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Period ending 2026-09-07

11 new papers

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  1. Smarter Saboteurs, Better Fixers: Scaling & Security in Linear Multi-Agent Workflows

    Jun 10, 2026Timothy McAllister, Sina Abdidizaji, Ivan Garibay +1Multi-Agent WorkflowsSecurity

  2. FlowBank: Query-Adaptive Agentic Workflows Optimization through Precompute-and-Reuse

    Jun 9, 2026Lingzhi Yuan, Chenghao Deng, Fangxu Yu +3Agentic WorkflowsWorkflow Automation and Optimization

  3. Workflow-GYM: Towards Long-Horizon Evaluation of Computer-use Agentic tasks in Real-World Professional Fields

    Jun 9, 2026Liya Zhu, Jingzhe Ding, Jian Zhang +63Graphical User Interface AgentsWorkflow Automation and Optimization

  4. Agentomics: Economic Foundations for the Valuation, Attribution, and Pricing of AI Agents in Human-AI Workflows

    Jun 9, 2026Quanyan ZhuAgentic WorkflowsArtificial Intelligence Agents

  5. TabClaw: An Interactive and Self-Evolving Agent for Spreadsheet Manipulation and Table Reasoning

    Jun 9, 2026Mingyue Cheng, Shuo Yu, Daoyu Wang +5SpreadsheetsWorkflow Automation and Optimization

  6. Orange Lab: Lowering Barriers to Data Mining through Embedded Interactive Workflows

    Jun 8, 2026Matej Bevec, Aleš Erjavec, Vesna Tanko +5Visual AnalyticsWorkflow Automation and Optimization

  7. AeroSpectra Sentinel: An Auditable LLM Prompt-Chaining Decision-Support Workflow for Acute Asthma Risk Assessment from Respiratory Sounds and Clinical Signals

    Jun 6, 2026Aueaphum AueawatthanaphisutRespiratory Sound ClassificationScreening

  8. SKILL.nb: Selective Formalization and Gated Execution for Durable Agent Workflows

    Jun 6, 2026Amine El Hattami, Nicolas Chapados, Christopher PalWorkflow Automation and OptimizationFormalization

  9. Cost-Aware Speculative Execution for LLM-Agent Workflows: An Integrated Five-Dimension Method

    Jun 5, 2026Faisal FareedSelf-SpeculativeAgentic Workflows

  10. Twelve quick tips for designing AI-driven HPC workflows

    Jun 5, 2026Jamie J. AlnasirHigh-Performance ComputingScientific Workflows

  11. From Privacy to Workflow Integrity: Communication-Graph Metadata in Autonomous Agent Interoperability

    Jun 5, 2026Bijaya DangolInteroperabilityMulti-Agent Workflows

  12. Workflow-to-Skill: Skill Creation via Routing-Workflow-Semantics-Attachments Decomposition

    Jun 5, 2026Yuyang Zhang, Xinyuan Han, Xudong Jiang +1Procedural KnowledgeAction Traces

  13. SCALE: Scalable Cross-Attention Learning with Extrapolation for Agentic Workflow Scheduling

    Jun 5, 2026Zhifei Xu, Jierui Lan, Zixuan Liang +2Agentic Reinforcement-Learning FrameworkDeep Reinforcement Learning

  14. Do More Agents Help? Controlled and Protocol-Aligned Evaluation of LLM Agent Workflows

    Jun 4, 2026Yuhang Fu, Ruishan Fang, Jiaqi Shao +4Multi-Agent WorkflowsMulti-Agent Large Language Model Systems

  15. When Surface Form Changes Moderation Decisions: A Paired Study of Code-Mixed Workflow Instability

    Jun 4, 2026Suraj Babu Thimma Krishnaram, Yibo Hu, Karthikeyan SaravananContent ModerationCode Quality

  16. How Indian Dermatologists are Utilizing Artificial Intelligence for Clinical Practice and Workflow Management: A Nationwide Survey with a Special Focus on atopic dermatitis

    Jun 3, 2026Dipayan Sengupta, Saumya Panda, Sandipan Dhar +3Real-World Clinical WorkflowsSkin Lesion Classification

  17. Beyond Prompt-Based Planning: MCP-Native Graph Planning-based Biomedical Agent System

    Jun 3, 2026Zhangtianyi Chen, Florensia Widjaja, Wufei Dai +3Multi-Agent WorkflowsPlanning Methods

  18. Characterizing initial human-AI proof formalization workflows

    Jun 2, 2026Katherine M. Collins, Simon Frieder, Jonas Bayer +14AutoformalizationFormalization

  19. Lean4Agent: Formal Modeling and Verification for Agent Workflow and Trajectory

    Jun 2, 2026Ruida Wang, Jerry Huang, Pengcheng Wang +3Agentic WorkflowsWorkflow Automation and Optimization

  20. Proof-Refactor: Refactoring Generated Formal Proofs into Modular Artifacts

    Jun 2, 2026Yiming Fu, Peixuan Liu, Zichen Wang +1TheoremProof

  21. DeskCraft: Benchmarking Desktop Agents on Professional Workflows and Human-in-the-Loop Collaboration

    Jun 2, 2026Wenkai Wang, Tao Xiong, Jingchen Ni +6Workflow Automation and OptimizationLong-Horizon Tasks

  22. SkillHarm: Lifecycle-Aware Skill-Based Attacks via Automated Construction

    Jun 1, 2026Yuting Ning, Zhehao Zhang, Yash Kumar Lal +8Malicious CodeAgentic Workflows

  23. What to Format and How: A Benchmark and Workflow Approach for Document Formatting

    Jun 1, 2026Shihao Rao, Liang Li, Jiapeng Liu +6Multimodal DocumentsWorkflow Automation and Optimization

  24. Crayotter: Traceable Multi-Agent Workflows for Long-Form Video Editing

    May 31, 2026Lecheng Yan, Yichong Zhang, Ben Pan +5Video EditingAgentic Video Generation

  25. CoMem: Context Management with A Decoupled Long-Context Model

    May 29, 2026Yuwei Zhang, Chengyu Dong, Shuowei Jin +11Efficient Long-Context InferenceLong-Horizon Agents

  26. Investigating Detection and Obfuscation of Prompt Injection Attacks Against Software Reverse Engineering AI Agents

    May 29, 2026Brian Crawford, Patrick McClureIndirect Prompt InjectionReverse Engineering

  27. Its All About Speed: AIs Impact on Workflow in Music Production

    May 28, 2026Finn McClellan, Fabio MorrealeAutomatedArtificial Intelligence Systems

  28. From Prompts to Context: An Ontology-Driven Framework for Human-Generative AI Collaboration

    May 28, 2026Ngoc Luyen Le, Marie-Hélène Abel, Bertrand LaforgeHuman-Ai CollaborationGenerative Artificial Intelligence

  29. How Coding Agents Fail Their Users: A Large-Scale Analysis of Developer-Agent Misalignment in 20,574 Real-World Sessions

    May 28, 2026Ningzhi Tang, Chaoran Chen, Gelei Xu +5Coding AgentsMisalignment

  30. First head-to-head comparison of agentic AI applied to the analysis of simulated data of the Einstein Telescope

    May 27, 2026Gianluca IngugliaArtificial Intelligence ScientistsAgentic Workflows

  31. An LLM-Based Assistance System for Intuitive and Flexible Capability-Based Planning

    May 27, 2026Luis Miguel Vieira da Silva, Nicolas König, Felix GehlhoffLarge Language Model PlanningLlm-Driven

  32. Adaptive Multimodal Agents-Based Framework for Automatic Workflow Execution

    May 27, 2026Susanna Cifani, Mario Luca Bernardi, Marta CimitileMulti-Agent WorkflowsModular Agentic Framework

  33. Multi-Agent LLM-based Metamorphic Testing for REST APIs

    May 27, 2026Shehroz Khan, Abdullah Mughees, Gaadha Sudheerbabu +2Application Programming InterfacesLlm-Driven

  34. Tool Forge: A Validation-Carrying Toolchain for Governed Agentic Execution

    May 27, 2026Swanand RaoMulti-Turn Tool-Use AgentTool

  35. Harness-Bench: Measuring Harness Effects across Models in Realistic Agent Workflows

    May 27, 2026Yilun Yao, Xinyu Tan, Chao-Hsuan Liu +9Agent HarnessAgentic Workflows

  36. AndroidDaily: A Verifiable Benchmark for Mobile GUI Agents on Real-World Closed-Source Applications

    May 26, 2026Yifan Sui, Xin Huang, Hongbing Li +14Graphical User Interface AgentsDevice

  37. FinHarness: An Inline Lifecycle Safety Harness for Finance LLM Agents

    May 26, 2026Haoxuan Jia, Yang Liu, Bin Chong +10Personalized Large Language Model AgentsFinance Domain

  38. Modeling Agentic Technical Debt and Stochastic Tax: A Standalone Framework for Measurement, Simulation, and Dashboarding

    May 26, 2026Muhammad Zia Hydari, Raja Iqbal, Narayan RamasubbuWorkflow Automation and OptimizationPayment Networks

  39. Benchmarks are Not Enough: RAMP for Runtime Assessing of Agentic Models in Production Systems

    May 26, 2026Yipeng Ouyang, Xin Huang, Bingjie Liu +3Long-Horizon AgentsWorkflow Automation and Optimization

  40. An investigation of AI integration in sound designer workflows and experiences

    May 26, 2026Nelly Garcia, Joshua ReissWorkflow Automation and OptimizationExperience

  41. Detect by Yourself: Self-Designing Agentic Workflows for Few-Shot Graph Anomaly Detection

    May 26, 2026Tairan Huang, Qiang Chen, Yili Wang +4Generalist Graph Anomaly DetectionAnomalous Frame Detection

  42. AgensFlow: A Coordination-Policy Substrate for Multi-Agent Systems

    May 26, 2026Nicole KoenigsteinMulti-Agent WorkflowsMulti-Agent Systems

  43. A Factory-Floor Deployment Case Study of VLA Pipelines for Industrial Packaging Task: Workflow, Failures, and Lessons

    May 25, 2026Brian Zhu, Philipp Schmitt, Philine Meister +12Vision-Language-Action ModelsRobot Systems

  44. Workflow Closure Is Not Scientific Closure in Auto-Research Systems

    May 25, 2026Shuai Wang, Xinyuan Tian, Pangpang Liu +1AutoresearchScientific Discovery

  45. ATWL: A Formal Language for Representing, Comparing, and Reusing Visual Analytics Workflows

    May 25, 2026Natalia Andrienko, Gennady Andrienko, Jürgen Bernard +1Workflow Automation and OptimizationVisual Analytics

  46. Multi-Agent Specification-based Metamorphic Testing of FMU-Based Simulations

    May 24, 2026Ashir Kulshreshtha, Abdullah Mughees, Gaadha Sudheerbabu +4Multi-Agent WorkflowsDynamics Models

  47. MimirRAG: A Multi-Agent RAG Framework for Financial Data Retrieval with Metadata Integration

    May 24, 2026Magnus Samuelsen, Wilmer Nyström, Somnath Mazumdar +2Finance DomainAgentic Retrieval

  48. Specifying AI-SDLC Processes: A Protocol Language for Human-Agent Boundaries

    May 24, 2026Ylli PriftiBusiness ProcessesWorkflow Automation and Optimization

  49. Beyond Final Answers: Auditing Trajectory-Level Hallucinations in Multi-Agent Industrial Workflows

    May 22, 2026Harshada Badave, Santosh Borse, Andrea Gomez +6Robust Hallucination DetectionMulti-Agent Workflows

  50. When Does Multi-Agent RL Improve LLM Workflows? Workflow, Scale, and Policy-Sharing Tradeoffs

    May 22, 2026Yifan Zeng, Yiran Wu, Yaolun Zhang +4Multi-Agent Large Language Model SystemsMulti-Agent Reinforcement Learning

  51. Radiuma: A Unified Zero-Code Executable Graphical Workflow Generator for Reproducible and Shareable Medical Image Analysis and Machine Learning

    May 22, 2026Mohammad Salmanpour, Mehrdad Oveisi, Isaac Shiri +1RadiomicsMedical Image Classification

  52. A Sober Look at Agentic Misalignment in Automated Workflows

    May 22, 2026Wenqian Ye, Bo Yuan, Zhichao Xu +4Multi-Agent WorkflowsAgentic Systems

  53. When Planning Fails Despite Correct Execution: On Epistemic Calibration for LLM-Based Multi-Agent Systems

    May 22, 2026Zehao Wang, Shilong Jin, Zhao Cao +1Multi-Agent SystemsPlanning Methods

  54. Droneulator: A Portable UAV Simulator for Agricultural Workflows with RotorPy and Godot 4

    May 22, 2026Jacob Swindell, Michael Lowen, Marija Popovic +1DroneUncrewed Aerial Vehicles

  55. MBABench: Evaluating LLM Agents on End-to-End Spreadsheet Tasks in Finance

    May 21, 2026Thomson Yen, Julian Poeltl, Harshith Srinivas Gear +9SpreadsheetsWorkflow Automation and Optimization

  56. GraphFlow: A Graph-Based Workflow Management for Efficient LLM-Agent Serving

    May 21, 2026Ao Li, Shangpeng Yang, Fahao Chen +3Workflow Automation and OptimizationHierarchical Graph Memory

  57. Compiling Agentic Workflows into LLM Weights: Near-Frontier Quality at Two Orders of Magnitude Less Cost

    May 21, 2026Simon Dennis, Rivaan Patil, Kevin Shabahang +1Agentic WorkflowsOrchestration

  58. Energy per Successful Goal: Goal-Level Energy Accounting for Agentic AI Systems

    May 20, 2026Deepak Panigrahy, Aakash TyagiArtificial Intelligence InfrastructureOrchestration

  59. SurgOnAir: Hierarchy-Aware Real-Time Surgical Video Commentary

    May 20, 2026Jingyi He, Yue Zhou, Long Bai +3Surgical VideosReal-Time Systems

  60. Evaluating Temporal Semantic Caching and Workflow Optimization in Agentic Plan-Execute Pipelines

    May 20, 2026Alimurtaza Mustafa Merchant, Krish Veera, Sajal Kumar Goyla +3Execution EfficiencyAgentic Workflows