DiffTSP: A Conditional Discrete Diffusion Model for Knowledge Graph Triple Set Prediction

arXiv:2604.18344 · cs.AI · Submitted 2026-04-20 · Read on arXiv

cs.AI

Submitted: 2026-04-20

Updated: 2026-10-14

Terminology

• Knowledge Graph — 5× in this paper · explained in 7 episodes
• Diffusion Model — 2× in this paper · explained in 9 episodes
• Triple Set Prediction — 2× in this paper
• Consistency — 1× in this paper · explained in 3 episodes
• Diffusion Process — 1× in this paper · explained in 2 episodes
• Knowledge Graph Completion — 1× in this paper
• Knowledge Graph Completion (KGC) — 1× in this paper · explained in 2 episodes
• Knowledge graphs — 1× in this paper · explained in 2 episodes
• Transformer — 1× in this paper · explained in 2 episodes

Related papers

• MAVEN-T: Reinforced Heterogeneous Distillation for Real-Time Multi-Agent Trajectory Prediction
• Model Discovery Agent: LLM-assisted Bayesian experiment design for data-efficient discovery of mechanistic world models
• Agents' Last Exam
• The Clinician's Veto: Navigating Trust, Liability, and Uncertainty in Autonomous AI Prescribing
• MindHelper: Closed-Loop Embodied Mental-State Reasoning for Precision Intervention
• Incumbent Advantage: Brand Bias and Cognitive Manipulation Dynamics in LLM Recommendation Systems