directed acyclic graph

A Causal Markov Condition for Value UAI 2026 A novel hybrid approach for positive-valued DAG learning CLeaR 2026 Beyond ReAct: A Planner-Centric Framework for Complex Tool-Augmented LLM Reasoning AAAI 2026 Breaking Bad: Component-Wise Parent Deletion for Score-Based Causal Discovery UAI 2026 Causal Discovery in Mixtures of Populations UAI 2026 Compact Geometric Representations of Hierarchies COLT 2026 Composable Assurance for AI Alignment: A Framework for Propagating Formal Safety Properties Through MLOps AAAI 2026 Discovering Adaptive Task Dependencies for Efficient Multi-Task Representation Compression CVPR 2026 From Trajectories to Graphs: Contract-Checked Editing for Verifier-Guided LLM Reasoning ACL 2026 Graph of Verification: Structured Verification of LLM Reasoning with Directed Acyclic Graphs AAAI 2026 Improving TabPFN’s Synthetic Data Generation by Integrating Causal Structure UAI 2026 Local Markov Equivalence for PC-style Local Causal Discovery and Identification of Controlled Direct Effects CLeaR 2026 MARLIN: Multi-Agent Reinforcement Learning for Incremental DAG Discovery AAAI 2026 MedVerse: Efficient and Reliable Medical Reasoning via DAG-Structured Parallel Execution ACL 2026 Mitigating Hallucinations in Large Language Models via Causal Reasoning AAAI 2026 Neural Network Parameter-optimization of Gaussian Pre-marginalized Directed Acyclic Graphs JMLR 2026 Retrieving Classes of Causal Orders with Inconsistent Knowledge Bases CLeaR 2026 Revisiting Differentiable Structure Learning: Inconsistency of L1 Penalty and Beyond AAAI 2026 SaccadeX: Directed Acyclic Graph-based Semi-Supervised Learning of Continuous Ocular Dynamics from Sparse Neuromorphic Streams WACV 2026 Scaling Up Bayesian DAG Sampling UAI 2026 Smoothing the Landscape: Causal Structure Learning via Diffusion Denoising Objectives CLeaR 2026 Structure Learning for Unfaithful Distributions: The Minimal Dependence Faithfulness UAI 2026 Transformer Based Bayesian Network Structure Learning from an Information Theory Perspective UAI 2026 WebClipper: Efficient Evolution of Web Agents with Graph-based Trajectory Pruning ACL 2026 You Don’t Need Pre-Built Graphs for RAG: Retrieval Augmented Generation with Adaptive Reasoning Structures AAAI 2026