Multi-Agent Systems

Evaluating Online Moderation via LLM-Powered Counterfactual Simulations AAAI 2026 Every Response Counts: Quantifying Uncertainty of LLM-based Multi-Agent Systems through Tensor Decomposition ACL 2026 Evo-Attacker: Memory-Augmented Reinforcement Learning for Long-Horizon Tool Attacks on LLM-MAS ACL 2026 EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery ACL 2026 EvoSpark: Endogenous Interactive Agent Societies for Unified Long-Horizon Narrative Evolution ACL 2026 Existence of 2-EFX Allocations of Chores AAAI 2026 ExpertAD: Enhancing Autonomous Driving Systems with Mixture of Experts AAAI 2026 Expert-Inspired Multi-Agent Coordination for Multi-Objective Molecular Optimization AAAI 2026 Explainable and Fine-Grained Safeguarding of LLM Multi-Agent Systems via Bi-Level Graph Anomaly Detection ACL 2026 Explicit Trait Inference for Multi-Agent Coordination ACL 2026 Exploiting Geometric Structures for Modeling Multi-Agent Behaviors: A New Thinking AAAI 2026 Extracting Events Like Code: A Multi-Agent Programming Framework for Zero-Shot Event Extraction AAAI 2026 Failure Localization in Multi-Agent Code Generation via Knowledge-Guided and Transferable Reasoning AAAI 2026 Fair Algorithms with Probing for Multi-Agent Multi-Armed Bandits AAAI 2026 Fair Incentives for Early Arrival in 0-1 Cooperative Games AAAI 2026 Fairness and Stability for Shared Resource Allocation Problems AAAI 2026 Fairness in the Multi-Secretary Problem AAAI 2026 FairQE: Multi-Agent Framework for Mitigating Gender Bias in Translation Quality Estimation ACL 2026 Fair Societies: Algorithms for House Allocations AAAI 2026 Fanar-Sadiq: A Multi-Agent Architecture for Grounded Islamic QA ACL 2026 FantasyHSI: Video-Generation-Centric 4D Human Synthesis in Any Scene Through a Graph-Based Multi-Agent Framework AAAI 2026 FD-MAGRPO: Functionality-Driven Multi-Agent Group Relative Policy Optimization for Analog-LDO Sizing AAAI 2026 FinSight: Towards Real-World Financial Deep Research ACL 2026 Flexible, Lifelong, Explainable, and Robust Solutions for Multi-Agent Path Finding Problems AAAI 2026 FlowSearch: Advancing Deep Research with Dynamic Structured Knowledge Flow ACL 2026