Agent Systems

HEAL: An Empirical Study on Hallucinations in Embodied Agents Driven by Large Language Models EMNLP 2025 HEAL: Hybrid Enhancement with LLM-based Agents for Text-attributed Hypergraph Self-supervised Representation Learning EMNLP 2025 Hephaestus: Improving Fundamental Agent Capabilities of Large Language Models through Continual Pre-Training NAACL 2025 HHAN: Comprehensive Infectious Disease Source Tracing via Heterogeneous Hypergraph Neural Network AAAI 2025 HiAgent: Hierarchical Working Memory Management for Solving Long-Horizon Agent Tasks with Large Language Model ACL 2025 Hidden Ghost Hand: Unveiling Backdoor Vulnerabilities in MLLM-Powered Mobile GUI Agents EMNLP 2025 HI-DR: Exploiting Health Status-Aware Attention and an EHR Graph+ for Effective Medication Recommendation AAAI 2025 Hierarchically Encapsulated Representation for Protocol Design in Self-Driving Labs ICLR 2025 Hierarchical-Task-Aware Multi-modal Mixture of Incremental LoRA Experts for Embodied Continual Learning ACL 2025 High-Quality Medical Dialogue Synthesis for Improving EMR Generation EMNLP 2025 Hijacking Vision-and-Language Navigation Agents with Adversarial Environmental Attacks WACV 2025 Hi Robot: Open-Ended Instruction Following with Hierarchical Vision-Language-Action Models ICML 2025 How Can Input Reformulation Improve Tool Usage Accuracy in a Complex Dynamic Environment? A Study on tau-bench EMNLP 2025 How to Enable Effective Cooperation Between Humans and NLP Models: A Survey of Principles, Formalizations, and Beyond ACL 2025 Human–Agent Teaming for Higher-Order Thinking Augmentation IJCNLP 2025 Human Alignment: How Much Do We Adapt to LLMs? ACL 2025 Human-like Navigation in a World Built for Humans CoRL 2025 Human-Object Interaction from Human-Level Instructions ICCV 2025 Human Simulacra: Benchmarking the Personification of Large Language Models ICLR 2025 Hybrid AI for Responsive Multi-Turn Online Conversations with Novel Dynamic Routing and Feedback Adaptation NAACL 2025 Hybrid Fact-Checking that Integrates Knowledge Graphs, Large Language Models, and Search-Based Retrieval Agents Improves Interpretable Claim Verification EMNLP 2025 Hybrid Reasoning About Relative Position and Orientation of Objects and Navigating Agents Using Answer Set Programming AAAI 2025 HyperCRS: Hypergraph-Aware Multi-Grained Preference Learning to Burst Filter Bubbles in Conversational Recommendation System ACL 2025 Hypothesis Generation for Materials Discovery and Design Using Goal-Driven and Constraint-Guided LLM Agents NAACL 2025 iAgent: LLM Agent as a Shield between User and Recommender Systems ACL 2025