Multi-Agent Systems

A²Flow: Automating Agentic Workflow Generation via Self-Adaptive Abstraction Operators AAAI 2026 A3D: Adaptive Affordance Assembly with Dual-Arm Manipulation AAAI 2026 Abstractions in Causal Models and Game Structures CLeaR 2026 ACE-Router: Generalizing History-Aware Routing from MCP Tools to the Agent Web ACL 2026 Achieving Alignment Through Adaptive Play: Helping Optimize Objectives Without Observing Them UAI 2026 ACIArena: Toward Unified Evaluation for Agent Cascading Injection ACL 2026 ACRM: Multi-Agent Trajectory Learning for Automated Credit Risk Model Refreshing in Production ACL 2026 Adaptive Agent Selection and Interaction Network for Image-to-Point Cloud Registration AAAI 2026 Adaptive Coopetition: Leveraging Coarse Verifier Signals for Resilient Multi-Agent LLM Reasoning (Student Abstract) AAAI 2026 Adaptive Theory of Mind for LLM-based Multi-Agent Coordination AAAI 2026 Advancing Protein Design via Multi-Agent Reinforcement Learning with Pareto-Based Collaborative Optimization AAAI 2026 Adversarial Attack on Black-Box Multi-Agent by Adaptive Perturbation AAAI 2026 AEFGL: Reverse Auction and Value Evaluation-Based Federated Graph Learning Incentive Mechanism (Student Abstract) AAAI 2026 A Game-Theoretica Negotiation Framework for Cross-Cultural Consensus ACL 2026 Agent4FaceForgery: Multi-Agent LLM Framework for Realistic Face Forgery Detection CVPR 2026 AgentAsk: Multi-Agent Systems Need to Ask ACL 2026 Agent-based Substructure Counting under Local Differential Privacy ACL 2026 AgentCDM: Enhancing Multi-Agent Collaborative Decision-Making via ACH-Inspired Structured Reasoning AAAI 2026 AgentDet: A Shared-Blackboard Multi-Agent Framework for Zero-/Few-Shot Object Detection CVPR 2026 Agentmandering: A Game-Theoretic Framework for Fair Redistricting via Large Language Model Agents AAAI 2026 AgentMental: An Interactive Multi-Agent Framework for Explainable and Adaptive Mental Health Assessment AAAI 2026 Agent Newsroom: Efficient Chronological Report Generation via Dynamic Multi-Agent Collaboration ACL 2026 AgentODRL: A Large Language Model-based Multi-agent System for ODRL Generation AAAI 2026 Agent-Ops: A Multi-Agent Orchestration Framework for End-to-End SOP Automation in E-Commerce Operations ACL 2026 AgentRouter: A Knowledge-Graph-Guided LLM Router for Collaborative Multi-Agent Question Answering ACL 2026