Showing 1–20 of 48 results
/ Date/ Name
Jan 30, 2025Self-supervised Quantized Representation for Seamlessly Integrating Knowledge Graphs with Large Language ModelsJul 4, 2025Towards Unified Neurosymbolic Reasoning on Knowledge GraphsFeb 2, 2025A Survey of Quantized Graph Representation Learning: Connecting Graph Structures with Large Language ModelsAug 23, 2024Has Multimodal Learning Delivered Universal Intelligence in Healthcare? A Comprehensive SurveySep 4, 2025Toward Clinically Explainable AI for Medical Diagnosis: A Foundation Model with Human-Compatible Reasoning via Reinforcement LearningMar 21, 2025MARS: Multi-Agent Adaptive Reasoning with Socratic Guidance for Automated Prompt OptimizationFeb 2, 2026TIDE: Trajectory-based Diagnostic Evaluation of Test-Time Improvement in LLM AgentsJan 31, 2025KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree SearchMay 29, 2024PathReasoner: Modeling Reasoning Path with Equivalent Extension for Logical Question AnsweringAug 1, 2025Court of LLMs: Evidence-Augmented Generation via Multi-LLM Collaboration for Text-Attributed Graph Anomaly DetectionJul 9, 2025RAG Safety: Exploring Knowledge Poisoning Attacks to Retrieval-Augmented GenerationFeb 2, 2026From Latent Signals to Reflection Behavior: Tracing Meta-Cognitive Activation Trajectory in R1-Style LLMsFeb 2, 2026FlowSteer: Interactive Agentic Workflow Orchestration via End-to-End Reinforcement LearningNov 24, 2025Concept than Document: Context Compression via AMR-based Conceptual EntropyJan 14, 2026$A^3$-Bench: Benchmarking Memory-Driven Scientific Reasoning via Anchor and Attractor ActivationJan 14, 2026MAXS: Meta-Adaptive Exploration with LLM AgentsMar 12, 2024A Semantic Mention Graph Augmented Model for Document-Level Event Argument ExtractionApr 22, 2025Exploring Cognitive and Aesthetic Causality for Multimodal Aspect-Based Sentiment AnalysisDec 2, 2024EsurvFusion: An evidential multimodal survival fusion model based on Gaussian random fuzzy numbersMay 8, 2024Untargeted Adversarial Attack on Knowledge Graph Embeddings