Agent Systems

OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis ACL 2025 OS-Kairos: Adaptive Interaction for MLLM-Powered GUI Agents ACL 2025 OVA-Fields: Weakly Supervised Open-Vocabulary Affordance Fields for Robot Operational Part Detection ICCV 2025 Oversight Structures for Agentic AI in Public-Sector Organizations ACL 2025 PAARS: Persona Aligned Agentic Retail Shoppers ACL 2025 PAKTON: A Multi-Agent Framework for Question Answering in Long Legal Agreements EMNLP 2025 PanicToCalm: A Proactive Counseling Agent for Panic Attacks EMNLP 2025 PaperBench: Evaluating AI’s Ability to Replicate AI Research ICML 2025 PAPILLON: Privacy Preservation from Internet-based and Local Language Model Ensembles NAACL 2025 Pareto Continual Learning: Preference-Conditioned Learning and Adaption for Dynamic Stability-Plasticity Trade-off AAAI 2025 PARSE: LLM Driven Schema Optimization for Reliable Entity Extraction EMNLP 2025 PartRM: Modeling Part-Level Dynamics with Large Cross-State Reconstruction Model CVPR 2025 PaSa: An LLM Agent for Comprehensive Academic Paper Search ACL 2025 PASG: A Closed-Loop Framework for Automated Geometric Primitive Extraction and Semantic Anchoring in Robotic Manipulation ICCV 2025 PatchPilot: A Cost-Efficient Software Engineering Agent with Early Attempts on Formal Verification ICML 2025 PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology ICCV 2025 PDFactor: Learning Tri-Perspective View Policy Diffusion Field for Multi-Task Robotic Manipulation CVPR 2025 PEACE: Empowering Geologic Map Holistic Understanding with MLLMs CVPR 2025 PERC: Plan-As-Query Example Retrieval for Underrepresented Code Generation COLING 2025 Permutative Preference Alignment from Listwise Ranking of Human Judgments EMNLP 2025 Persona Dynamics: Unveiling the Impact of Persona Traits on Agents in Text-Based Games ACL 2025 PersonaGym: Evaluating Persona Agents and LLMs EMNLP 2025 Personalized open world plan generation for safety-critical human centered autonomous systems: A case study on Artificial Pancreas EMNLP 2025 PersonaX: A Recommendation Agent-Oriented User Modeling Framework for Long Behavior Sequence ACL 2025 PEToolLLM: Towards Personalized Tool Learning in Large Language Models ACL 2025