{"total":68,"rows":[{"id":"2503.13657","title":"Why Do Multi-Agent LLM Systems Fail?","created":"2025-03-17","cited_by_count":604,"area":"agents"},{"id":"2505.08638","title":"TRAIL: Trace Reasoning and Agentic Issue Localization","created":"2025-05-13","cited_by_count":104,"area":"lr"},{"id":"2506.18824","title":"Understanding Software Engineering Agents: A Study of Thought-Action-Result Trajectories","created":"2025-06-23","cited_by_count":81,"area":"lr"},{"id":"2504.16129","title":"MARFT: Multi-Agent Reinforcement Fine-Tuning","created":"2025-04-21","cited_by_count":52,"area":"agents"},{"id":"2509.13782","title":"Who is Introducing the Failure? Automatically Attributing Failures of Multi-Agent Systems via Spectrum Analysis","created":"2025-09-17","cited_by_count":33,"area":"agents"},{"id":"2602.11964","title":"Gaia2: Benchmarking LLM Agents on Dynamic and Asynchronous Environments","created":"2026-02-12","cited_by_count":33,"area":"agents"},{"id":"2509.17158","title":"ARE: Scaling Up Agent Environments and Evaluations","created":"2025-09-21","cited_by_count":30,"area":"agents"},{"id":"2512.06749","title":"DoVer: Intervention-Driven Auto Debugging for LLM Multi-Agent Systems","created":"2025-12-07","cited_by_count":24,"area":"agents"},{"id":"2509.06822","title":"RAFFLES: Reasoning-based Attribution of Faults for LLM Systems","created":"2025-09-08","cited_by_count":21,"area":"lr"},{"id":"2509.08682","title":"Automatic Failure Attribution and Critical Step Prediction Method for Multi-Agent Systems Based on Causal Inference","created":"2025-09-10","cited_by_count":18,"area":null},{"id":"2509.24088","title":"CORRECT: COndensed eRror RECognition via knowledge Transfer in multi-agent systems","created":"2025-09-28","cited_by_count":15,"area":"agents"},{"id":"2510.09721","title":"A Comprehensive Survey on Benchmarks and Solutions in Software Engineering of LLM-Empowered Agentic System","created":"2025-10-10","cited_by_count":15,"area":"agents"},{"id":"2509.16736","title":"Towards Transparent and Incentive-Compatible Collaboration in Decentralized LLM Multi-Agent Systems: A Blockchain-Driven Approach","created":"2025-09-20","cited_by_count":12,"area":"agents"},{"id":"2605.26563","title":"TrajAudit: Automated Failure Diagnosis for Agentic Coding Systems","created":"2026-05-26","cited_by_count":11,"area":"agents"},{"id":"2509.23735","title":"Demystifying the Lifecycle of Failures in Platform-Orchestrated Agentic Workflows","created":"2025-09-28","cited_by_count":10,"area":"agents"},{"id":"2510.07614","title":"Traceability and Accountability in Role-Specialized Multi-Agent LLM Pipelines","created":"2025-10-08","cited_by_count":10,"area":"agents"},{"id":"2602.05446","title":"DiLLS: Interactive Diagnosis of LLM-based Multi-agent Systems via Layered Summary of Agent Behaviors","created":"2026-02-05","cited_by_count":7,"area":"agents"},{"id":"2509.24380","title":"Agentic Services Computing","created":"2025-09-29","cited_by_count":6,"area":"agents"},{"id":"2510.05307","title":"When Should Users Check? Modeling Confirmation Frequency in Multi-Step Agentic AI Tasks","created":"2025-10-06","cited_by_count":6,"area":"agents"},{"id":"2601.15232","title":"When Agents Fail: A Comprehensive Study of Bugs in LLM Agents with Automated Labeling","created":"2026-01-21","cited_by_count":6,"area":"agents"},{"id":"2606.05391","title":"Human oversight of agentic systems in practice: Examining the oversight work, challenges, and heuristics of developers using software agents","created":"2026-06-03","cited_by_count":6,"area":"agents"},{"id":"2606.23664","title":"MAS-PromptBench: When Does Prompt Optimization Improve Multi-Agent LLM Systems?","created":"2026-06-22","cited_by_count":5,"area":"agents"},{"id":"2607.11098","title":"AgentCheck: A Reproduce-Intervene-Mitigate Workbench for LLM Agents over MCP","created":"2026-07-13","cited_by_count":5,"area":"agents"},{"id":"2608.23642","title":"AI Agents Push Humans Out of the Loop","created":"2026-08-24","cited_by_count":5,"area":null},{"id":"2601.16356","title":"The Behavioral Fabric of LLM-Powered GUI Agents: Human Values and Interaction Outcomes","created":"2026-01-22","cited_by_count":4,"area":"agents"},{"id":"2607.20536","title":"AppWorld-UL: Benchmarking Diverse Agent-User Interactions for Tool-Use","created":"2026-07-10","cited_by_count":4,"area":"agents"},{"id":"2504.13587","title":"RAG Without the Lag: Interactive Debugging for Retrieval-Augmented Generation Pipelines","created":"2025-04-18","cited_by_count":3,"area":"rag"},{"id":"2512.00742","title":"On the Regulatory Potential of User Interfaces for AI Agent Governance","created":"2025-11-30","cited_by_count":3,"area":null},{"id":"2512.17896","title":"XAgen: An Explainability Tool for Identifying and Correcting Failures in Multi-Agent Workflows","created":"2025-12-19","cited_by_count":3,"area":"agents"},{"id":"2601.20106","title":"Are We All Using Agents the Same Way? An Empirical Study of Core and Peripheral Developers Use of Coding Agents","created":"2026-01-27","cited_by_count":3,"area":"agents"},{"id":"2602.16844","title":"Overseeing Agents Without Constant Oversight: Challenges and Opportunities","created":"2026-02-18","cited_by_count":3,"area":"agents"},{"id":"2605.23414","title":"When Planning Fails Despite Correct Execution: On Epistemic Calibration for LLM-Based Multi-Agent Systems","created":"2026-05-22","cited_by_count":3,"area":"agents"},{"id":"2609.08572","title":"AgentGrad: Intervention-guided Prompt Optimization for Multi Agent Systems","created":"2026-09-08","cited_by_count":3,"area":"agents"},{"id":"2510.04452","title":"Understanding User Experiences of Computer Use Agents: Design Space and Opportunities for Building Agent UX Prototypes","created":"2025-10-06","cited_by_count":2,"area":"agents"},{"id":"2603.24877","title":"More Than \"Means to an End\": Supporting Reasoning with Transparently Designed AI Data Science Processes","created":"2026-03-25","cited_by_count":2,"area":null},{"id":"2604.05963","title":"QiMeng-PRepair: Precise Code Repair via Edit-Aware Reward Optimization","created":"2026-04-07","cited_by_count":2,"area":null},{"id":"2605.23023","title":"How to Steer Your Multi-Agent System: Human-LLM Collaborative Planning","created":"2026-05-21","cited_by_count":2,"area":"agents"},{"id":"2606.14805","title":"Knowledge-Based Zero-Replay Debugging of Multi-Agent LLM Traces","created":"2026-06-11","cited_by_count":2,"area":"agents"},{"id":"2606.22110","title":"TraceView: Interactive Visualization of Agentic Program Repair Trajectories","created":"2026-06-20","cited_by_count":2,"area":"agents"},{"id":"2607.10645","title":"MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games","created":"2026-07-12","cited_by_count":2,"area":"agents"},{"id":"2608.08413","title":"Tangent: An Empirical Study of Testing Practices for LLM-Based Agent Applications","created":"2026-08-09","cited_by_count":2,"area":"agents"},{"id":"2504.09662","title":"AgentDynEx: Nudging the Mechanics and Dynamics of Multi-Agent Simulations","created":"2025-04-13","cited_by_count":1,"area":"agents"},{"id":"2508.21304","title":"ORCA: ORchestrating Causal Agent","created":"2025-08-29","cited_by_count":1,"area":"agents"},{"id":"2509.12626","title":"DoubleAgents: Human-Agent Alignment in a Socially Embedded Workflow","created":"2025-09-16","cited_by_count":1,"area":"agents"},{"id":"2509.25492","title":"Botender: Supporting Communities in Collaboratively Designing AI Agents through Case-Based Provocations","created":"2025-09-29","cited_by_count":1,"area":"agents"},{"id":"2510.02297","title":"Interactive Training: Feedback-Driven Neural Network Optimization","created":"2025-10-02","cited_by_count":1,"area":null},{"id":"2511.14780","title":"Ask WhAI:Probing Belief Formation in Role-Primed LLM Agents","created":"2025-11-06","cited_by_count":1,"area":"agents"},{"id":"2603.02050","title":"\"When to Hand Off, When to Work Together\": Understanding Concurrent Human-Agent Interaction in Shared Co-Creative Workspaces","created":"2026-03-02","cited_by_count":1,"area":null},{"id":"2603.28106","title":"InconLens: Interactive Visual Diagnosis of Behavioral Inconsistencies in LLM-based Agentic Systems","created":"2026-03-30","cited_by_count":1,"area":"agents"},{"id":"2604.17699","title":"SelfHeal: Empirical Fix Pattern Analysis and Bug Repair in LLM Agents","created":"2026-04-20","cited_by_count":1,"area":"agents"},{"id":"2606.18671","title":"HANSEL: Extracting Breadcrumbs from Web Agent Trajectories for Interactive Verification","created":"2026-06-17","cited_by_count":1,"area":"agents"},{"id":"2606.24626","title":"SAFARI: Scaling Long Horizon Agentic Fault Attribution via Active Investigation","created":"2026-06-23","cited_by_count":1,"area":"agents"},{"id":"2607.29055","title":"Autonomous Repair for Multi-Agent Systems via Monte-Carlo Tree Search","created":"2026-07-31","cited_by_count":1,"area":"agents"},{"id":"2608.10646","title":"ASCon: A Direction-Aware Reciprocal Agent--Step Contextualization Model for Failure Attribution in Multi-Agent Systems","created":"2026-08-11","cited_by_count":1,"area":"agents"},{"id":"2608.17195","title":"Graphectory Viewer: A Tool for Process-Centric Analysis of Agentic Software Trajectories","created":"2026-08-17","cited_by_count":1,"area":"agents"},{"id":"2609.11381","title":"Agent-Integrated Software: Interaction Contracts and Continuous Assurance","created":"2026-09-10","cited_by_count":1,"area":null},{"id":"2510.01674","title":"FOR-Prompting: From Objection to Revision via an Asymmetric Prompting Protocol","created":"2025-10-02","cited_by_count":0,"area":"lr"},{"id":"2510.08242","title":"Simulating Teams with LLM Agents: Interactive 2D Environments for Studying Human-AI Dynamics","created":"2025-10-09","cited_by_count":0,"area":"agents"},{"id":"2510.10010","title":"SLEAN: Simple Lightweight Ensemble Analysis Network for Multi-Provider LLM Coordination: Design, Implementation, and Vibe Coding Bug Investigation Case Study","created":"2025-10-11","cited_by_count":0,"area":null},{"id":"2601.15029","title":"Emergent, not Immanent: A Baradian Reading of Explainable AI","created":"2026-01-21","cited_by_count":0,"area":null},{"id":"2603.24858","title":"Context-Mediated Domain Adaptation in Multi-Agent Sensemaking Systems","created":"2026-03-25","cited_by_count":0,"area":"agents"},{"id":"2603.28393","title":"Within the MDT Room: Situated in Multidisciplinary Team-Grounded Agent Debate for Clinical Diagnosis","created":"2026-03-30","cited_by_count":0,"area":"agents"},{"id":"2607.26300","title":"AgentGUI: An Interface for Observing and Steering Long-Running AI Agents","created":"2026-07-28","cited_by_count":0,"area":null},{"id":"2608.17834","title":"AdaLens: Interactive Storyline for Monitoring and Steering Long-Running Agentic Data Analysis","created":"2026-08-18","cited_by_count":0,"area":"agents"},{"id":"2608.21310","title":"Beyond Fault Localization: A Trajectory-Level Study of LLM Agents for Microservice Root Cause Analysis","created":"2026-08-21","cited_by_count":0,"area":"agents"},{"id":"2609.04679","title":"Beyond Prompt-to-App: Accountable Translation in Teacher-Facing Agentic Authoring","created":"2026-09-04","cited_by_count":0,"area":"agents"},{"id":"2609.10385","title":"MOONWALK: Mediating Operations with Intent-Evidence-Action Alignment Across Junior-Supervisor Review Workflows in Animation/VFX Pre-Production","created":"2026-09-09","cited_by_count":0,"area":null},{"id":"2609.33113","title":"ParallelPilot: Supporting Coordination and Monitoring in Parallel AI Coding","created":"2026-09-27","cited_by_count":0,"area":null}],"next_cursor":null}