Agent Systems

Interactive Speculative Planning: Enhance Agent Efficiency through Co-design of System and User Interface ICLR 2025 Interactive Text Games: Lookahead Is All You Need! ACL 2025 Interactive Training: Feedback-Driven Neural Network Optimization EMNLP 2025 InterMimic: Towards Universal Whole-Body Control for Physics-Based Human-Object Interactions CVPR 2025 Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence ICLR 2025 Inverse Attention Agents for Multi-Agent Systems ICLR 2025 Inverse Reinforcement Learning by Estimating Expertise of Demonstrators AAAI 2025 Investigating and Extending Homans’ Social Exchange Theory with Large Language Model based Agents ACL 2025 Investigating Feasibility of Large Language Model Agent Collaboration in Minecraft and Comparison with Human-Human Collaboration IJCNLP 2025 Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval-Augmented Generation Across Learning Styles EMNLP 2025 INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent ACL 2025 IoTMigrator: LLM-driven Embedded IoT Code Migration across Different OSes for Cloud-device Integration EMNLP 2025 IPIGuard: A Novel Tool Dependency Graph-Based Defense Against Indirect Prompt Injection in LLM Agents EMNLP 2025 IRB-MT at WMT25 Translation Task: A Simple Agentic System Using an Off-the-Shelf LLM EMNLP 2025 Iris: Breaking GUI Complexity with Adaptive Focus and Self-Refining ICCV 2025 IterGen: Iterative Semantic-aware Structured LLM Generation with Backtracking ICLR 2025 iTool: Reinforced Fine-Tuning with Dynamic Deficiency Calibration for Advanced Tool Use EMNLP 2025 JARVIS-VLA: Post-Training Large-Scale Vision Language Models to Play Visual Games with Keyboards and Mouse ACL 2025 Journalism-Guided Agentic In-context Learning for News Stance Detection EMNLP 2025 KAPA: A Deliberative Agent Framework with Tree-Structured Knowledge Base for Multi-Domain User Intent Understanding ACL 2025 KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree Search ICML 2025 KG-Agent: An Efficient Autonomous Agent Framework for Complex Reasoning over Knowledge Graph ACL 2025 KGARevion: An AI Agent for Knowledge-Intensive Biomedical QA ICLR 2025 KG-RAG: Enhancing GUI Agent Decision-Making via Knowledge Graph-Driven Retrieval-Augmented Generation EMNLP 2025 Kinetix: Investigating the Training of General Agents through Open-Ended Physics-Based Control Tasks ICLR 2025