Multi-Agent Systems

Non-Monotonic S4F Standpoint Logic AAAI 2026 No Reader Left Behind: Multi-Agent Summaries Everyone Can Understand ACL 2026 NUS-IDS at AMIYA/VarDial 2026: Improving Arabic Dialectness in LLMs with Reinforcement Learning EACL 2026 OMEGA: An Ontology-Driven Tool for Explaining Multi-Agent Path Finding AAAI 2026 On Condorcet’s Jury Theorem with Abstention AAAI 2026 One Panel Does Not Fit All: Case-Adaptive Multi-Agent Deliberation for Clinical Prediction ACL 2026 Online Learning and Coverage of Unknown Fields Using Random-Feature Gaussian Processes L4DC 2026 Online Learning for Project Selection in Hedonic Project Games UAI 2026 Online Markov Decision Processes with Terminal Law Constraints ALT 2026 On the Approximation Ratio of Optimal Fixed-Price Mechanisms for Single and Multi-Unit Bilateral Trade AAAI 2026 On the Feasibility of Using MultiModal LLMs to Execute AR Social Engineering Attacks AAAI 2026 OptiCo: Adaptive Distributed Training Optimization via Collaborative Agent Reasoning ACL 2026 Optimal Welfare in Noncooperative Network Formation Under Attack AAAI 2026 Optimizing Coordination among Bounded Rational Agents L4DC 2026 Optimizing What We Trust: Reliability-Guided QUBO Selection of Multi-Agent Weak Framing Signals for Arabic Sentiment Prediction EACL 2026 Orion: Steering Personalized Web Agents via Global-Micro Profiling and Adaptive Intent Tracking AAAI 2026 OVOD-Agent: A Markov-Bandit Framework for Proactive Visual Reasoning and Self-Evolving Detection CVPR 2026 OxyGent: Making Multi-Agent Systems Modular, Observable, and Evolvable via Oxy Abstraction ACL 2026 PANDA: Empowering Small Language Models for Proactive Dialogue Through Agent-Based Synthesis (Student Abstract) AAAI 2026 Paper2Figure: A Multi-Agent Collaborative System for Figure Generation Towards Academic Research Paper CVPR 2026 Paper2Rebuttal: A Multi-Agent Framework for Transparent Author Response Assistance ACL 2026 Paper Circle: An Open-source Multi-agent Research Discovery and Analysis Framework ACL 2026 PaperMentor: A Human-Centered Multi-Agent Writing Tutor for AI Research Papers in Overleaf ACL 2026 PathMind: A Retrieve-Prioritize-Reason Framework for Knowledge Graph Reasoning with Large Language Models AAAI 2026 Patho-AgenticRAG: Towards Multimodal Agentic Retrieval-Augmented Generation for Pathology VLMs via Reinforcement Learning AAAI 2026