Multi-Agent Systems

Agent-SAMA: State-Aware Mobile Assistant AAAI 2026 AgentSlimming: Towards Efficient and Cost-Aware Multi-Agent Systems ACL 2026 AgentSwift: Efficient LLM Agent Design via Value-Guided Hierarchical Search AAAI 2026 A Graph-Theoretical Perspective on Law Design for Multiagent Systems AAAI 2026 AgroAskAI: A Multi-Agentic AI Framework for Supporting Smallholder Farmers’ Enquiries Globally AAAI 2026 AInterviewer: A Platform for Designing and Conducting AI-led Qualitative Interviews ACL 2026 AiraXiv: An AI-Driven Open-Access Platform for Human and AI Scientists ACL 2026 AirCopBench: A Benchmark for Multi-drone Collaborative Embodied Perception and Reasoning AAAI 2026 AMATA: Adaptive Multi-Agent Trajectory Alignment for Knowledge-Intensive Question Answering ACL 2026 Among Us: Measuring and Mitigating Malicious Contributions in Model Collaboration Systems ACL 2026 A Multi-Agent Conversational Bandit Approach to Online Evaluation and Selection of User-Aligned LLM Responses AAAI 2026 A Multi-Agent Framework for Feature-Constrained Difficulty Control in Reading Comprehension Item Generation ACL 2026 A Multi-Agent Framework for High-Interaction Terminal Simulation ACL 2026 A Multi-Agent LLM Framework for Multi-Domain Low-Resource In-Context NER via Knowledge Retrieval, Disambiguation and Reflective Analysis AAAI 2026 A Multi-Agent Perception-Action Alliance for Efficient Long Video Reasoning CVPR 2026 Analyze–Compose–Execute: A Dynamic Dialogue Framework for Multi-Agent Debate AAAI 2026 An Empirical Study of Collective Behaviors and Social Dynamics in Large Language Model Agents EACL 2026 An LLM-based Simulation Framework for Embodied Conversational Agents in Psychological Counseling AAAI 2026 Approximating Nash Equilibria in Finite-Horizon Multi-Adversarial Team Markov Games UAI 2026 AquaSentinel: Next-Generation AI System Integrating Sensor Networks for Urban Underground Water Pipeline Anomaly Detection via Collaborative MoE-LLM Agent Architecture AAAI 2026 Area-Optimal Control Strategies for Heterogeneous Multi-Agent Pursuit AAAI 2026 ARGSBASE: A Multi-Agent Interface for Structured Human–AI Deliberation EACL 2026 ARGUS: Policy-Adaptive Ad Governance via Evolving Reinforcement with Adversarial Umpiring ACL 2026 A Scalable Multi-LLM Collaboration System with Retrieval-based Selection and Exploration-Exploitation-Driven Enhancement ACL 2026 Assemble Your Crew: Automatic Multi-agent Communication Topology Design via Autoregressive Graph Generation AAAI 2026