Multi-Agent Workflows

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6 papers in the last four weeks, up 50% on the four weeks before. 0.1% of all new papers.

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  1. Pay for the Fault, Not the Flow: Label-Free In-Flow Multi-Agent Workflow Optimization

    Oct 1, 2026Xuehang Guo, Haoyu Wang, Shengyu Chen +4Multi-Agent WorkflowsAgentic Workflow Design

    William & Mary · NEC Corporation of America

  2. FlowMAS: Learning Multi-Agent Workflow Topology via Information-guided Generative Flow Network

    Sep 29, 2026Haitao Wang, Chenjing Liang, Haipeng Zhang +6Multi-Agent WorkflowsGenerative Flow Networks

    Fujian Key Laboratory of Urban Intelligent Sensing and Computing, Xiamen University, Xiamen, China · School of Computer, National University of Defense Technology, China

  3. LongCat-DeepResearch Technical Report

    Sep 28, 2026Meituan LongCat Team, He Zhu, Yue Xu +28Deep ResearchTechnical Report

    Meituan LongCat Team

  4. CoMemBench: Benchmarking Collaborative Memory Boundaries across Multi-Agent Workflow Topologies

    Sep 26, 2026Sen Zhao, Ruiqi Kong, Zuyu Zhang +5Multi-Agent WorkflowsMulti-Agent Coordination

    Academy of Advanced Interdisciplinary Studies, Chongqing University of Posts and Telecommunications, Chongqing, China · School of Artificial Intelligence, Chongqing University of Posts and Telecommunications, Chongqing, China · Towngas, China +2

  5. Total Cost of Agency: Exact Attribution of Memory Injection Cost in Multi-Agent LLM Workflows

    Sep 20, 2026Vivek Kumar Singh, Preeti Priyam, Gautam BhowmickLarge Language Model WorkflowsMulti-Agent Workflows

    Independent Researcher McKinney, TX, USA · Independent Researcher Chicago, IL, USA

  6. PAPC: Platform Mediation for Privacy-Propagation Externalities in AI-Mediated Workflows

    Sep 16, 2026Tao Huang, Guosen Wu, Chen Hou +1Multi-Agent WorkflowsAgentic Workflow Design

  7. LLM-based Hardware Development with Hierarchical IRs and End-to-End Multi-Agent Workflow

    Aug 31, 2026Chenyang Yin, Agasthi Haputhanthri, Aditya Anirudh Jonnalagadda +7High-Level SynthesisEdge Hardware

    National University of Singapore · Shandong University · Stanford University +1

  8. EDGE: Engine for Deterministic Graph Evaluation through Conversation Simulation from Graph Structured DSL Configuration

    Aug 30, 2026Ram Kulathumani, Regunathan Radhakrishnan, Anupam Tripathi +5Agentic EvaluationsMulti-Agent Workflows

    Salesforce, Palo Alto, USA.

  9. From Analytics to Tumor Boards: An Evidence-Linked Multi-Agent Workflow for Oncology Feature Extraction

    Aug 29, 2026Daniel Kang, Michelle Hu, Soorya Ram Shimgekar +12Multidisciplinary Tumor BoardsInformation Extraction

    Nimblemind · Independent Researcher · School of Interactive Computing, Georgia Institute of Technology +5

  10. MAP-Graph: Provenance-Aware Shared Memory for Multi-Agent Workflows

    Aug 11, 2026Yiqi Wang, Zihao Yan, Jiaqi Zhang +5Graph-Structured MemoriesMulti-Agent Workflows

  11. ContractHIL-HLS: Contract-Aligned Multi-Agent Workflow with Hardware-in-the-Loop Feedback for HLS Design

    Jul 28, 2026Jingbo Zhang, Haoxiang Sun, Wenbo Wang +1High-Level SynthesisHuman-In-The-Loop

    Beijing University of Technology

  12. HULAT2 at MER-TRANS 2026: Governed Multi-Agent Simplification for Spanish Easy-to-Read Generation

    Jul 2, 2026Lourdes Moreno, Paloma Martínez, Marco Antonio Sanchez-Escudero +1Multilingual AgentsReadability

    Computer Science and Engineering Department, Universidad Carlos III de Madrid, Av. Universidad, 30, Leganés, 28911, Spain

  13. AgRefactor: Self-Evolving Agentic Workflow for HLS Compatibility and Performance

    Jun 29, 2026Yang Zou, Zijian Ding, Yizhou Sun +1Code RefactoringHigh-Level Synthesis

    1Carnegie Mellon University · University of California, Los Angeles

  14. ChainWorld: Composing Long-Horizon Desktop Workloads from Atomic OSWorld Tasks

    Jun 19, 2026Vincent Siu, Manasi Sharma, Dawn Song +2Computer-Use AgentsMulti-Agent Workflows

    1Scale AI · University of California, Santa Cruz · *Work done during an internship at Scale AI. +1

  15. Building Agent Harnesses for Scientific Curation from Multimodal Sources

    Jun 19, 2026Sheng Zhang, Qin Liu, Renqian Luo +9Data-CurationScientific Workflows

    Microsoft Research · University of California, Davis · Merck & Co., Inc., Rahway, NJ, USA

  16. XFlow: An Executable Protocol Programming System for Reliable Multi-Agent Workflows

    Jun 11, 2026Hanqi Li, Jing Peng, Zijian Wang +2Multi-Agent WorkflowsAgentic Workflow Design

    X-LANCE Lab, School of Computer Science, Shanghai Jiao Tong University, Shanghai, China · Suzhou Laboratory, Suzhou, China · Shanghai Innovation Institution, Shanghai, China +1

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

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

    Department of Computer Science, University of Central Florida, Orlando, FL, USA · Department of Industrial Engineering, University of Central Florida, Orlando, FL, USA

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

    Jun 5, 2026Bijaya DangolInteroperabilityMulti-Agent Workflows

    Independent Researcher

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

    Jun 4, 2026Yuhang Fu, Ruishan Fang, Jiaqi Shao +4Multi-Agent WorkflowsLarge Language Model Workflows

    1Beijing University of Posts and Telecommunications · *Work was done during Yuhang’s internship in Westlake University. · 3Zhejiang University +4

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

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

    1The Chinese University of Hong Kong, Shenzhen

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

    May 31, 2026Lecheng Yan, Yichong Zhang, Ben Pan +5Video EditingVideo Agent

    Crayotter Project

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

    May 27, 2026Susanna Cifani, Mario Luca Bernardi, Marta CimitileMulti-Agent WorkflowsMultimodal Agents

    Sapienza University of Rome Rome, Italy · Department of Engineering University of Sannio Benevento, Italy · Faculty of Jurisprudence Unitelma Sapienza University Rome, Italy

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

    May 26, 2026Nicole KoenigsteinMulti-Agent WorkflowsIncident Response

    Independent researcher.

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

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

    Abo Akademi University, Finland · University of Turku, Finland · Novia University of Applied Sciences, Finland

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

    May 22, 2026Harshada Badave, Santosh Borse, Andrea Gomez +6Citation Hallucination DetectionAgentic Deployments

    1IBM · 2Columbia University

  26. A Sober Look at Agentic Misalignment in Automated Workflows

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

    University of Virginia · Georgia Institute of Technology · University of Utah +2

  27. AgentCo-op: Retrieval-Based Synthesis of Interoperable Multi-Agent Workflows

    May 19, 2026Shuaike Shen, Wenduo Cheng, Shike Wang +2Multi-Agent WorkflowsScientific Agents

    1Ray and Stephanie Lane Computational Biology Department, School of Computer Science, Carnegie Mellon University · 2Machine Learning Department, School of Computer Science, Carnegie Mellon University

  28. Learning to Hand Off: Provably Convergent Workflow Learning under Interface Constraints

    May 18, 2026Jiayu Li, Enpei Zhang, Dawei Zhou +2Q-LearningMulti-Agent Workflows

    Stern School of Business · New York University · Department of Computer Science +2

  29. APWA: A Distributed Architecture for Parallelizable Agentic Workflows

    May 14, 2026Evan Rose, Tushin Mallick, Matthew D. Laws +2Multi-Agent WorkflowsAgentic Workflows

    Northeastern University

  30. AgentSlimming: Towards Efficient and Cost-Aware Multi-Agent Systems

    May 9, 2026Yulang Chen, Haoxuan Peng, Jinyan Liu +3Multi-Agent WorkflowsNetwork Topology

    1Shanghai Jiao Tong University · 2Nanjing University · 3The University of Sydney +2

  31. EvoMAS: Learning Execution-Time Workflows for Multi-Agent Systems

    May 9, 2026Chengdong Xu, Kaiqiang Ke, Ziheng Liu +4Multi-Agent WorkflowsMulti-Agent Coordination

    Sun Yat-Sen University · ShanghaiTech University · Zhejiang University +1

  32. MAS-Algorithm: A Workflow for Solving Algorithmic Programming Problems with a Multi-Agent System

    May 7, 2026Yuliang Xu, Xiang Xu, Yao Wan +2Algorithmic CoresMulti-Agent Workflows

    1Peking University · 2Alibaba Group · 3Huazhong University of Science and Technology

  33. From Knowledge to Action: Outcomes of the 2025 Large Language Model (LLM) Hackathon for Applications in Materials Science and Chemistry

    May 4, 2026Aritra Roy, Kevin Shen, Andrew MacBride +350Scientific WorkflowsLarge Language Model Workflows

  34. Building Persona-Based Agents On Demand: Tailoring Multi-Agent Workflows to User Needs

    Apr 30, 2026Giuseppe Arbore, Andrea Sillano, Luigi De RussisArtificial Intelligence PersonasMulti-Agent Workflows

    Politecnico di Torino, Italy

  35. Trace-Level Analysis of Information Contamination in Multi-Agent Systems

    Apr 30, 2026Anna Mazhar, Huzaifa Suri, Sainyam GalhotraMulti-Agent WorkflowsAgentic Workflow Design

    Cornell University Ithaca, NY, USA · University of Illinois Urbana-Champaign, IL, USA

  36. Complete Cyclic Subtask Graphs for Tool-Using LLM Agents: Flexibility, Cost, and Bottlenecks in Multi-Agent Workflows

    Apr 17, 2026Luay Gharzeddine, Samer SaabMulti-Agent WorkflowsAgent Loop

    1Dept of Computer Science, Lebanese American University. · 2*Dept of Electrical and Computer Engineering, Lebanese American University.

  37. SurgRAW: Multi-Agent Workflow with Chain of Thought Reasoning for Robotic Surgical Video Analysis

    Mar 13, 2025Chang Han Low, Ziyue Wang, Tianyi Zhang +4Surgical VideosSurgery

    National University of Singapore, Singapore · Bioinformatics Institute (BII), Agency for Science, Technology and Research (A*STAR), Singapore · Wellcome/EPSRC Centre for Interventional and Surgical Sciences (WEISS) and the Department of Medical Physics and Biomedical Engineering, University College London, UK

  38. WorkflowPerturb: Calibrated Stress Tests for Evaluating Multi-Agent Workflow Metrics

    Date pendingMadhav Kanda, Sharad Agarwal, Rodrigo Fonseca +2Agentic Workflow DesignMulti-Agent Workflows

    University of Illinois Urbana-Champaign · Microsoft