Agent Systems

UI-Hawk: Unleashing the Screen Stream Understanding for Mobile GUI Agents EMNLP 2025 UINavBench: A Framework for Comprehensive Evaluation of Interactive Digital Agents ICCV 2025 UIPro: Unleashing Superior Interaction Capability For GUI Agents ICCV 2025 UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction ICML 2025 Uncertainty Propagation on LLM Agent ACL 2025 Uncommon Belief in Rationality AAAI 2025 Understanding the Information Propagation Effects of Communication Topologies in LLM-based Multi-Agent Systems EMNLP 2025 Uniandes at TSAR 2025 Shared Task Multi-Agent CEFR Text Simplification with Automated Quality Assessment and Iterative Refinement EMNLP 2025 UniCO: On Unified Combinatorial Optimization via Problem Reduction to Matrix-Encoded General TSP ICLR 2025 UniDebugger: Hierarchical Multi-Agent Framework for Unified Software Debugging EMNLP 2025 Unifying Language Agent Algorithms with Graph-based Orchestration Engine for Reproducible Agent Research ACL 2025 UniGoal: Towards Universal Zero-shot Goal-oriented Navigation CVPR 2025 Universal Post-Processing Networks for Joint Optimization of Modules in Task-Oriented Dialogue Systems AAAI 2025 Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach EMNLP 2025 UnrealZoo: Enriching Photo-realistic Virtual Worlds for Embodied AI ICCV 2025 Unveiling Privacy Risks in LLM Agent Memory ACL 2025 UP-VLA: A Unified Understanding and Prediction Model for Embodied Agent ICML 2025 User Feedback Alignment for LLM-powered Exploration in Large-scale Recommendation Systems ACL 2025 User-in-the-Loop Evaluation of Multimodal LLMs for Activity Assistance WACV 2025 Using LLMs to improve RL policies in personalized health adaptive interventions NAACL 2025 UTBoost: Rigorous Evaluation of Coding Agents on SWE-Bench ACL 2025 Value-Based Deep RL Scales Predictably ICML 2025 VCA: Video Curious Agent for Long Video Understanding ICCV 2025 VCR: A “Cone of Experience” Driven Synthetic Data Generation Framework for Mathematical Reasoning AAAI 2025 VehicleWorld: A Highly Integrated Multi-Device Environment for Intelligent Vehicle Interaction EMNLP 2025