LLM Agent Orchestration

LLM: Large Language Model

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26 papers in the last four weeks, up 53% on the four weeks before. 0.3% of all new papers.

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  1. Human-Robot Interaction in GenAI Architectures via the Agent-Client Protocol

    Jul 16, 2026Jesus Moncada-Ramirez, Jose-Raul Ruiz-Sarmiento, Javier Gonzalez-JimenezAgent Communication ProtocolsLLM Agent Orchestration

    Machine Perception and Intelligent Robotics Group (MAPIR-UMA), Malaga Institute for Mechatronics Engineering and Cyber-Physical Systems (IMECH.UMA), University of Malaga, 29071 M´alaga, Spain

  2. MyAG: A Graph-Based Framework for Designing and Analyzing Composable LLM Agent Systems

    Jul 15, 2026Zhisong ZhangLLM Agent OrchestrationLLM Agents

    Department of Computer Science, City University of Hong Kong

  3. Agentic Service-Oriented Computing: A Manifesto for the Next Frontier of Service-Oriented Computing

    Jul 14, 2026Amin Beheshti, Rong N. Chang, Boualem Benatallah +7AI AccountabilityLLM Agent Orchestration

    Macquarie University, Sydney, Australia · IBM Research, Yorktown Heights, USA · School of Computing, Dublin City University, Dublin, Ireland +5

  4. An Agentic AI Scientific Community for Automated Neural Operator Discovery

    Jul 13, 2026Luis Loo, Ulisses Braga-NetoAI Agents for Scientific DiscoveryLLM Agent Orchestration

    Department of Electrical & Computer Engineering Texas A&M University, College Station, TX

  5. ToFu: A White-Box, Token-Efficient Agent Harness for Researchers

    Jul 13, 2026Junhao Ruan, Yuan Ge, Bei Li +7Tool-Augmented Language Model AgentsSoftware Engineering Agents

    Northeastern University, China · LongCat RSI, Meituan · NiuTrans Research

  6. A Formal Hierarchical Architecture for Agentic Orchestration with Stack-Based Execution and Lazy Discovery

    Jul 13, 2026Prashant Devadiga, Abhishek, Adithya Mishra +9LLM Agent OrchestrationTool-Using Language Agents

    UPI Help

  7. Agora: Enhancing LLM Agent Reasoning Via Auction-Based Task Allocation

    Jul 10, 2026Kaiji Zhou, Aleš Leonardis, Yue FengLLM Agent OrchestrationLLM Agent Routing

    University of Birmingham

  8. Fictional Worldbuilding: Multi-Agent LLM Collaboration with Hierarchical Context Compression and Iterative Review

    Jul 10, 2026Jingbo Chen, He Wang, Wei Yuan +2Multi-Agent LLM SystemsLLM Agent Orchestration

    National University of Defense Technology, China

  9. Eluna: An Agentic LLM System for Automating Warehouse Operations with Reasoning and Task Execution

    Jul 9, 2026Ning Liu, Kalle Kujanpää, Zhaoxuan Zhu +11Multi-Agent LLM SystemsLLM Agent Orchestration

    Amazon.com, Inc. Fulfillment Technologies and Robotics

  10. SpaCellAgent: A Self-Evolving LLM-Based Multi-Agent Framework for Trajectory Analysis

    Jul 8, 2026Songhan Wang, Haoang Chi, He Li +6Spatial TranscriptomicsLLM Agent Orchestration

    University of Shanghai for Science and Technology · National University of Defense Technology · Hong Kong Baptist University +3

  11. The Harness Effect: How Orchestration Design Sets the Token Economics of Enterprise Agentic AI

    Jul 8, 2026Muayad Sayed Ali, Aliaksandra Novik, Anji Boddupally +28LLM Inference EfficiencyLLM Agent Orchestration

    Writer, Inc.

  12. AgoraSim: A Hybrid Agent-Based Modeling Framework

    Jul 7, 2026Chung-Chi ChenHuman Behavior SimulationLLM Agent Orchestration

    Human-Agent Ally Lab (HAA Lab) National Institute of Informatics, Japan

  13. TypeGo: An OS Runtime for Embodied Agents

    Jul 6, 2026Guojun Chen, Alex Schott, Lin ZhongLanguage Model-Based ControlLarge Language Model-Based Robot Planning

    Yale University

  14. AgenticPD: A Stage-Aware Agentic Framework for Physical Design QoR Optimization

    Jul 6, 2026Shuo Ren, Zijin Cheng, Yaohui Han +7Large Language Model-Guided OptimizationElectronic Design Automation

    Department of Computer Science and Engineering, The Chinese University of Hong Kong, Hong Kong, China · School of Integrated Circuits, Southeast University, Nanjing, China · National Center of Technology Innovation for EDA, Nanjing, China

  15. SPL: Orchestrating Workflows with Declarative Deterministic-Probabilistic Composition

    Jul 6, 2026Wen G. GongLLM Agent OrchestrationNeuro-Symbolic AI

    Independent Researcher

  16. SkillFab: An Agent-Native Skill Production Platform

    Jul 4, 2026Anjie Xu, Yifeng Cai, Yi Li +5LLM Agent OrchestrationLLM Agent Skill Learning

    Peking University · Zhongguancun Academy · Huawei +1

  17. Don't Blame the Large Language Model: How Scaffolding Evolution Shapes Coding Agent Quality

    Jul 4, 2026Oussama Ben Sghaier, Hao Li, Bram Adams +1Software Engineering AgentsLLM Agent Orchestration

    Queen’s University, Canada

  18. SPORK: Self-Speculative Forking to Accelerate Agentic LLM Inference

    Jul 3, 2026Huajun Bai, Weiwei Lv, Huichuan Zheng +2LLM Inference EfficiencyLLM Agent Orchestration

    Tsinghua University · Meituan

  19. Determinants and Limits of LLM Security-Tool Orchestration: A Study with HexStrike-AI

    Jul 3, 2026Romain Gerard, Assmaa Zeghaider, Yan GuoLLM Agent OrchestrationLLM Agent Evaluation

    University of Science and Technology of China, Hefei, China · Suzhou Institute for Advanced Research, University of Science and Technology of China

  20. SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery

    Jul 2, 2026Yuvraj Virk, Zack Edds, Chunqiu Steven Xia +1Automated Algorithm DiscoveryLarge Language Model-Guided Optimization

    University of Illinois Urbana-Champaign

  21. An Agentic AI Framework to Accelerate Scientific Discovery in Plant Phenotyping

    Jun 30, 2026Renan Souza, Daniel Rosendo, Kelsey Carter +6Plant PhenotypingLLM Agent Orchestration

    Oak Ridge National Laboratory, Oak Ridge, TN, USA

  22. Design and Implementation of Agentic Orchestrations and Orchestration of Agents

    Jun 30, 2026Stefanie Rinderle-Ma, Juergen Mangler, Johannes Loebbecke +3Multi-Agent OrchestrationLLM Agent Orchestration

    Technical University of Munich, TUM School of Computation, Information and Technology, Garching, Germany

  23. ClawArena-Team: Benchmarking Subagent Orchestration and Dynamic Workflows in Language-Model Agents

    Jun 30, 2026Kaiwen Xiong, Haonian Ji, Shi Qiu +4LLM Agent OrchestrationLLM Agent Evaluation

    1UNC-Chapel Hill · University of California, Berkeley · University of California, Santa Cruz

  24. DDIAgents: Mechanism-Conditioned Context Flow for Drug-Drug Interaction Prediction

    Jun 30, 2026Zhenqian Shen, Yu Liu, Xiaoyi Fu +1Multi-Agent LLM SystemsAI for Science

    Department of Electronic Engineering, Tsinghua University Beijing, China · Institute of Biomedical Engineering, University of Oxford Oxford, United Kingdom · Division of Emerging Interdisciplinary Areas, Hong Kong University of Science and Technology Hong Kong, China

  25. Advancing Omnimodal Embodied Agents from Isolated Skills to Everyday Physical Autonomy

    Jun 25, 2026Junhao Shi, Zezheng Huai, Siyin Wang +7LLM Agent OrchestrationRobotics

    Fudan University · Shanghai Innovation Institute · Jilin University

  26. A Process Harness for Uplifting Legacy Workflows to Agentic BPM: Design and Realization in CUGA FLO

    Jun 25, 2026Fabiana Fournier, Lior LimonadLLM Agent OrchestrationAgentic Workflows

    1IBM SIL, Israel · Department of Information Systems, Faculty of Computer & Information Sciences, University of Haifa

  27. Clinical Harness for Governable Medical AI Skill Ecosystems

    Jun 25, 2026Tianhan Xu, Lei Bao, Zhe Hu +2Clinical Decision SupportLLM Agent Orchestration

    Department of Medical Informatics, Northern Jiangsu People’s Hospital, Clinical Teaching Hospital of Medical School, Nanjing University, Yangzhou, China. · Department of Computing, The Hong Kong Polytechnic University, Hong Kong Special Administrative Region of China. · SenseTime Research, Shanghai, China. +1

  28. BrainAgent: A Large Language Model-Driven Multi-Agent Framework for Autonomous Brain Signal Understanding

    Jun 24, 2026Yangxuan Zhou, Sha Zhao, Jiquan Wang +2Multi-Agent LLM SystemsBrain-Computer Interfaces

    State Key Laboratory of Brain-machine Intelligence, Zhejiang University, Hangzhou, China · College of Computer Science and Technology, Zhejiang University, Hangzhou, China · MOE Frontier Science Center for Brain Science and Brain-machine Integration, Zhejiang University, Hangzhou, China

  29. ASAP: Agent-System Co-Design for Wall-Clock-Centered Auto HPO Research for ML Experiments

    Jun 23, 2026Taicheng Guo, Haomin Zhuang, Kehan Guo +4LLM Inference EfficiencyLarge Language Model-Guided Optimization

    University of Notre Dame United States

  30. LemonHarness Technical Report

    Jun 23, 2026Kailong Ren, Fubo Sun, Jiachen Liu +18LLM Agent OrchestrationLong-Horizon LLM Agents