Agent Systems

VerifiAgent: a Unified Verification Agent in Language Model Reasoning EMNLP 2025 VerIF: Verification Engineering for Reinforcement Learning in Instruction Following EMNLP 2025 Verify-in-the-Graph: Entity Disambiguation Enhancement for Complex Claim Verification with Interactive Graph Representation NAACL 2025 VerilogCoder: Autonomous Verilog Coding Agents with Graph-based Planning and Abstract Syntax Tree (AST)-based Waveform Tracing Tool AAAI 2025 VERSE: Verification-based Self-Play for Code Instructions AAAI 2025 VestaBench: An Embodied Benchmark for Safe Long-Horizon Planning Under Multi-Constraint and Adversarial Settings EMNLP 2025 VICtoR: Learning Hierarchical Vision-Instruction Correlation Rewards for Long-horizon Manipulation ICLR 2025 Video2Roleplay: A Multimodal Dataset and Framework for Video-Guided Role-playing Agents EMNLP 2025 VideoWebArena: Evaluating Long Context Multimodal Agents with Video Understanding Web Tasks ICLR 2025 ViDove: A Translation Agent System with Multimodal Context and Memory-Augmented Reasoning EMNLP 2025 VIoTGPT: Learning to Schedule Vision Tools Towards Intelligent Video Internet of Things AAAI 2025 Vision-and-Language Navigation with Analogical Textual Descriptions in LLMs EMNLP 2025 VistaWise: Building Cost-Effective Agent with Cross-Modal Knowledge Graph for Minecraft EMNLP 2025 VisualAgentBench: Towards Large Multimodal Models as Visual Foundation Agents ICLR 2025 Visual Agentic AI for Spatial Reasoning with a Dynamic API CVPR 2025 Visual Agents as Fast and Slow Thinkers ICLR 2025 Visual Test-time Scaling for GUI Agent Grounding ICCV 2025 VLABench: A Large-Scale Benchmark for Language-Conditioned Robotics Manipulation with Long-Horizon Reasoning Tasks ICCV 2025 V-Stylist: Video Stylization via Collaboration and Reflection of MLLM Agents CVPR 2025 Walk Wisely on Graph: Knowledge Graph Reasoning with Dual Agents via Efficient Guidance-Exploration AAAI 2025 WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement Learning EMNLP 2025 Web Agents with World Models: Learning and Leveraging Environment Dynamics in Web Navigation ICLR 2025 WebCoT: Enhancing Web Agent Reasoning by Reconstructing Chain-of-Thought in Reflection, Branching, and Rollback EMNLP 2025 WebEvolver: Enhancing Web Agent Self-Improvement with Co-evolving World Model EMNLP 2025 WebPilot: A Versatile and Autonomous Multi-Agent System for Web Task Execution with Strategic Exploration AAAI 2025