Human-in-the-Loop AI

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16 papers in the last four weeks, up 33% on the four weeks before. 0.2% of all new papers.

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  1. A Formalization of the Mean-Field Derivation of the Vlasov Equation: AI-Assisted Lean Formalization as a Strategy Game

    Jul 9, 2026Joseph K. MillerHuman-in-the-Loop AILean Theorem Proving

    Stanford University · Massachusetts Institute of Technology

  2. Multi-Modal, Multi-Environment Machine Teaching for Robust Reward Learning

    Jul 9, 2026Ali Larian, Qian Lin, Chang Zong Wu +1Reinforcement LearningHuman-in-the-Loop AI

    Kahlert School of Computing, University of Utah.

  3. Self-Adaptive Anomaly Detection with Reinforcement Learning and Human Feedback in Connected Vehicles

    Jul 9, 2026Matthias Weiß, Athreya Hosahalli Prakash, Maurice Artelt +3Online Anomaly DetectionConcept Drift

    Institute of Industrial Automation and Software Engineering (IAS), University of Stuttgart, Pfaffenwaldring 47, 70550 Stuttgart, Germany

  4. End-to-End LLM Flight Planning with RAG-based Memory and Multi-modal Coach Agent

    Jul 8, 2026Amin Tabrizian, Arsyi Aziz, Aarifah Ullah +3Aerial RoboticsLLM Planning

    George Washington University, Washington, DC, USA 20052 · Metis Solutions Technology Inc, NASA Ames Research Center, Moffett Field, CA, USA 94035

  5. HELP: Human-Efficient Large-Scale Robot Post-Training with Rollout Segmentation

    Jul 8, 2026Shaopeng Zhai, Qi Zhang, Tianyi Zhang +5Robot TeleoperationHuman-in-the-Loop AI

    Continuous Learning Team, Shanghai AI Laboratory

  6. VisTCP: A Visualization Framework to Construct Knowledge-Graph-Based Representation for Traditional Chinese Painting

    Jul 7, 2026Zhiguang Zhou, Fengling Zheng, Miaoxin Hu +9KG ConstructionScene Graph Generation

    School of Media and Design, Hangzhou Dianzi University · School of Computer Science, Hangzhou Dianzi University · State Key Lab of CAD&CG, Zhejiang University +1

  7. Personalized Causal Recourse: A Human-In-The-Loop Approach

    Jul 3, 2026Denise Tampieri, Giovanni De Toni, Paolo GiudiciStructural Causal ModelsCausal Structure Learning

    The University of Edinburgh, Edinburgh, UK · ⋆Work conducted during the author’s MSc at the University of Trento, Trento, Italy. · Fondazione Bruno Kessler, Trento, Italy +1

  8. Human-Centric Reflective Architecture for Human-AI Collaborative Decision-Making

    Jul 3, 2026Andreas Kouridakis, Dimitrios Patiniotis Spyropoulos, George VourosHuman Preference ModelingHuman-in-the-Loop AI

    University of Piraeus Piraeus, Greece

  9. CausalSteward: An Agentic Divide-Conquer-Combine Copilot for Causal Discovery

    Jul 2, 2026Nicholas Tagliapietra, Gian Lorenzo Marchioni, Moritz Willig +3Causal DiscoveryMulti-Agent Collaboration

    1 : Computer Science Department, TU Darmstadt, Germany · 2 : Bosch Center for Artificial Intelligence, Renningen, Germany · 5 : LUISS University, Rome, Italy +2

  10. Understanding How Humans Inject Knowledge into Machine Learning Workflows through Visual Analytics

    Jul 1, 2026Yiwen Xing, Philip Beaucamp, Joyraj Chakraborty +6Data VisualizationHuman-in-the-Loop AI

    University of Oxford, UK · Istanbul Technical University, Turkey · Science and Technology Facilities Council, UK +2

  11. RuleChef: Grounding LLM Task Knowledge in Human-Editable Rules

    Jul 1, 2026Ádám Kovács, Nadia Verdha, Gábor RecskiLLM GroundingLLM-Based Program Synthesis

    KR Labs

  12. Characterizing Large Language Model Agentic Workflows: A Study on N8n Ecosystem

    Jun 27, 2026Yutian Tang, Yuming Zhou, Huaming ChenAgentic WorkflowsHuman-in-the-Loop AI

    School of Computing Science, University of Glasgow · School of Computer Science, Nanjing University · The University of Sydney

  13. LLM-based Models for Detecting Emerging Topics in Service Feedback

    Jun 25, 2026Mahsa Tavakoli, Ruth Bankey, Cristián BravoHuman-in-the-Loop AILLM Reliability

    Department of Statistical and Actuarial Sciences, The University of Western Ontario, London, Ontario, Canada. · Revenue Agency.

  14. GUI agent: Guided Exploration of User-Sensitive Screens

    Jun 24, 2026Aradhana Nayak, Mussadiq Nazeer, Wang Peng +1GUI AgentsHuman-in-the-Loop AI

    1Huawei Heisenberg Research Center (Munich) · 2Huawei Technologies Co., Ltd

  15. AI Coaching for Accelerating Human Skill Development with Reinforcement Learning

    Jun 24, 2026Wei Wang, Enlin Gu, Antonio Loquercio +2Human-in-the-Loop AIShared Autonomy

    University of Pennsylvania · Johns Hopkins University

  16. Themis: An explainable AI-enabled framework for Reinforcement Learning with Human Feedback

    Jun 23, 2026Andreas Chouliaras, Luke Connolly, Dimitris ChatzpoulosReward ModelingHuman-in-the-Loop AI

    School of Computer Science, University College Dublin, Belfield, Dublin 4, Ireland

  17. ATRIA: Adaptive Traceable ECG Reporting with Iterative Agents

    Jun 23, 2026Donggyun Hong, Kyuhwan Lee, Junmyung Kwon +1Medical Report GenerationClinical Decision Support

    MedicalAI Co., Ltd. · South Korea

  18. Agon: An Autonomous Large-Scale Omnidisciplinary Research System Built on Prompt Economy

    Jun 23, 2026Youran Sun, Xingyu Ren, Chugang Yi +4AI Agents for Scientific DiscoveryHuman-in-the-Loop AI

    University of Maryland, College Park, College Park, MD, USA · The Chinese University of Hong Kong, Hong Kong, China · Stanford University, Stanford, CA, USA

  19. Automated Semantic Fault Localization in SysML v2: A Human-in-the-Loop Framework Using Knowledge-Graph Augmented LLMs

    Jun 22, 2026Haitham Al-Shami, Rohail Malik, Riku Ala-Laurinaho +2Model-Based Systems EngineeringHuman-in-the-Loop AI

    Aalto University Otakaari 1 Espoo 02150, Finland

  20. PaperClaw: Harnessing Agents for Autonomous Research and Human-in-the-Loop Refinement

    Jun 21, 2026Weiwei Ye, Hangchen Liu, Dongyuan Li +1Multi-Agent LLM SystemsAI Agents for Scientific Discovery

    The University of Tokyo

  21. Co-Construction Blindness and Asymmetric Epistemic Vulnerability in Human-LLM Interaction

    Jun 18, 2026Bianca Helena XimenesHuman-in-the-Loop AI

    Independent Researcher; Universidade Federal de Pernambuco (UFPE)

  22. Human-on-the-Loop Orchestration for AI-Assisted Legal Discovery

    Jun 18, 2026Anushree Sinha, Srivaths Ranganathan, Abhishek Dharmaratnakar +1Legal IRLLM Agent Orchestration

    Google LLC Mountain View, CA, USA

  23. Bridging Creative Intent and Visual Quality: Creator-Driven Recurrent Video Generation with Agentic Feedback Loops

    Jun 17, 2026Denis Savytski, Aiden Lei, Heding Liu +4Long Video GenerationHuman-in-the-Loop AI

    Department of Computer Science, University of California, Davis, USA · The Harker School · Basis Independent Silicon Valley +1

  24. Searching for Synergy in Shared Workspace Human-AI Collaboration

    Jun 16, 2026Nachiket Kotalwar, Rohini Das, Carolyn RoseMulti-Agent CoordinationHuman-in-the-Loop AI

    1Carnegie Mellon University.

  25. FacProcessTwin: An LLM-Based System for Process Twin Development

    Jun 16, 2026Yash Pulse, Yong-Bin Kang, Abhik Banerjee +1ManufacturingHuman-in-the-Loop AI

    Swinburne University of Technology Melbourne, Australia

  26. Treatment Response Optimized Clinical Decision Support AI System via Digital Twin Simulation

    Jun 16, 2026Xinyu Qin, Anil K. Sood, Ruiheng Yu +3Clinical Decision SupportConstrained RL

    Department of Biomedical Engineering, University of Houston, USA · Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, USA · Department of Health Systems & Population Health Sciences, University of Houston, USA

  27. The Integrator Advantage: Controlled Agentic AI for Small and Medium-Sized Companies

    Jun 15, 2026Christopner Koch, Joshua A. WellbrockAgentic WorkflowsBusiness Process Automation

    Independent Researcher

  28. Teaching agentic AI to generalize expert diagnostic reasoning in rare diseases

    Jun 15, 2026Minh-Ha Nguyen, Erica Gray, Bryce A. Schuler +16RL for Language ModelsRare Disease Diagnosis

    Department of Epidemiology, Vanderbilt University, Nashville, TN, USA · Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, USA · Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA +4

  29. (Human) Attention Is (Still) All You Need: Human oversight makes AI-assisted social science reliable

    Jun 11, 2026Chen Zhu, Xiaolu Wang, Weilong ZhangAI Agent ReliabilityAI-Assisted Scientific Research

    China Agricultural University · University of Cambridge

  30. UniIntervene: Agentic Intervention for Efficient Real-World Reinforcement Learning

    Jun 10, 2026Haoyuan Deng, Yitong Gao, Yudong Lin +3Agentic RLReinforcement Learning

    Nanyang Technological University · Beijing University of Posts and Telecommunications