Multi-Agent Systems

ROUTE: Robust Multitask Tuning and Collaboration for Text-to-SQL ICLR 2025 RTADev: Intention Aligned Multi-Agent Framework for Software Development ACL 2025 RxLens: Multi-Agent LLM-powered Scan and Order for Pharmacy NAACL 2025 S2-MAD: Breaking the Token Barrier to Enhance Multi-Agent Debate Efficiency NAACL 2025 Safe in Isolation, Dangerous Together: Agent-Driven Multi-Turn Decomposition Jailbreaks on LLMs ACL 2025 Sample Complexity of Linear Regression Models for Opinion Formation in Networks AAAI 2025 SandboxSocial: A Sandbox for Social Media Using Multimodal AI Agents IJCAI 2025 SAPIENT: Mastering Multi-turn Conversational Recommendation with Strategic Planning and Monte Carlo Tree Search NAACL 2025 Scalability of LLM-Based Multi-Agent Systems for Scientific Code Generation: A Preliminary Study EMNLP 2025 Scalable Natural Policy Gradient for General-Sum Linear Quadratic Games with Known Parameters L4DC 2025 Scalable spectral representations for multiagent reinforcement learning in network MDPs AISTATS 2025 SCALE: Towards Collaborative Content Analysis in Social Science with Large Language Model Agents and Human Intervention ACL 2025 Scaling Autonomous Agents via Automatic Reward Modeling And Planning ICLR 2025 Scaling Large Language Model-based Multi-Agent Collaboration ICLR 2025 SceneDiffuser++: City-Scale Traffic Simulation via a Generative World Model CVPR 2025 Searching for Structure: Investigating Emergent Communication with Large Language Models COLING 2025 Search Swarm: Multiagent Large Language Models Framework for E-commerce Product Search IJCAI 2025 SEE: Continual Fine-tuning with Sequential Ensemble of Experts ACL 2025 SEK: Self-Explained Keywords Empower Large Language Models for Code Generation ACL 2025 Select, Read, and Write: A Multi-Agent Framework of Full-Text-based Related Work Generation ACL 2025 Self-Evolving Multi-Agent Collaboration Networks for Software Development ICLR 2025 Semantic-Aware Action Space Compression via LLM-DRL Synergy for Efficient Task-oriented Dialogue Policy Exploration EMNLP 2025 SeMob: Semantic Synthesis for Dynamic Urban Mobility Prediction EMNLP 2025 Sensorium Arc: AI Agent System for Oceanic Data Exploration and Interactive Eco-Art NeurIPS 2025 Sensor Scheduling in Intrusion Detection Games with Uncertain Payoffs L4DC 2025