Knowledge & Reasoning

Causal Discovery from Interval-Based Event Sequences AAAI 2026 Causal-ICM: A Data Fusion Framework For Heterogeneous Treatment Effect Estimation With Multi-Task Gaussian Processes CLeaR 2026 Causal Inference Under Threshold Manipulation: Bayesian Mixture Modeling and Heterogeneous Treatment Effects AAAI 2026 Causal Influences over Social Learning Networks JMLR 2026 Causal Reasoning with Bipartite Graphical Causal Models UAI 2026 CausalTrace: A Neurosymbolic Causal Analysis Agent for Smart Manufacturing AAAI 2026 CGU-Bayes: Causal Graph Uncertainty-Guided Bayesian Inference for Domain Generalization CVPR 2026 Coarsening Bias from Variable Discretization in Causal Functionals UAI 2026 Coarsening Causal DAG Models CLeaR 2026 CoG: Controllable Graph Reasoning via Relational Blueprints and Failure-Aware Refinement over Knowledge Graphs ACL 2026 Composite Graphical Causal Models for Inference on Heterogeneous-Indexed Data CLeaR 2026 Computational Complexity of Repair Problems on Simple Temporal Networks with Uncertainty UAI 2026 Concept Sketching for Description Logics UAI 2026 Convergent Semantics for Weighted Bipolar Argumentation AAAI 2026 COSMOS: Connectivity-Oriented Submodular Maximization for Optimal Subgraph Retrieval ACL 2026 CUETLuminaries at SemEval-2026 Task 11 Disentangling Logical Validity from Semantic Plausibility through Canonical Abstraction SemEval 2026 DAG Learning from Zero-Inflated Count Data Using Continuous Optimization CLeaR 2026 Debiasing Machine Learning Predictions for Causal Inference Without Additional Ground Truth Data: “One Map, Many Trials” in Satellite-Driven Poverty Analysis AAAI 2026 Deciphering Genotype-Phenotype Mechanisms from High-Content Profiling via Knowledge-Guided Multi-modal Graph Learning CVPR 2026 Describe Anything Anywhere At Any Moment CVPR 2026 Diagnosing and Repairing Distributed Routing Configurations Using Selective Symbolic Simulation NSDI 2026 Dialogue is Better Than Monologue: Instructing Meidcal LLMs via Strategic Conversations EACL 2026 Discovering Linear Non-Gaussian Models for All Categories of Missing Data (Student Abstract) AAAI 2026 Does Memory Need Graphs? A Unified Framework and Empirical Analysis for Long-Term Dialog Memory ACL 2026 Dual-View Consistency Testing for Content-Invariant Multilingual Syllogistic Reasoning SemEval 2026