Agent Systems

ChemAgent: Self-updating Memories in Large Language Models Improves Chemical Reasoning ICLR 2025 CIKT: A Collaborative and Iterative Knowledge Tracing Framework with Large Language Models EMNLP 2025 CityEQA: A Hierarchical LLM Agent on Embodied Question Answering Benchmark in City Space EMNLP 2025 CityNavAgent: Aerial Vision-and-Language Navigation with Hierarchical Semantic Planning and Global Memory ACL 2025 CityNav: A Large-Scale Dataset for Real-World Aerial Navigation ICCV 2025 CitySim: Modeling Urban Behaviors and City Dynamics with Large-Scale LLM-Driven Agent Simulation EMNLP 2025 CityWalker: Learning Embodied Urban Navigation from Web-Scale Videos CVPR 2025 CLARITY: Clinical Assistant for Routing, Inference, and Triage EMNLP 2025 CLEAR-Command: Coordinated Listening, Extraction, and Allocation for Emergency Response with Large Language Models NAACL 2025 CLoSD: Closing the Loop between Simulation and Diffusion for multi-task character control ICLR 2025 Coalition Obstruction Temporal Logic: A New Obstruction Logic to Reason About Demon Coalitions IJCAI 2025 Coarse-to-Fine Grounded Memory for LLM Agent Planning EMNLP 2025 COAST: Enhancing the Code Debugging Ability of LLMs through Communicative Agent Based Data Synthesis NAACL 2025 Code-as-Monitor: Constraint-aware Visual Programming for Reactive and Proactive Robotic Failure Detection CVPR 2025 Code-BT: A Code-Driven Approach to Behavior Tree Generation for Robot Tasks Planning with Large Language Models IJCAI 2025 CodeContests+: High-Quality Test Case Generation for Competitive Programming EMNLP 2025 CodePRM: Execution Feedback-enhanced Process Reward Model for Code Generation ACL 2025 CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models IJCAI 2025 CodeScientist: End-to-End Semi-Automated Scientific Discovery with Code-based Experimentation ACL 2025 CodeTool: Enhancing Programmatic Tool Invocation of LLMs via Process Supervision ACL 2025 CodeTree: Agent-guided Tree Search for Code Generation with Large Language Models NAACL 2025 CoEx – Co-evolving World-model and Exploration EMNLP 2025 CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards EMNLP 2025 CogNav: Cognitive Process Modeling for Object Goal Navigation with LLMs ICCV 2025 Cognitive Kernel: An Open-source Agent System towards Generalist Autopilots NAACL 2025