Reasoning

Foundations of Testing for Finite-Sample Causal Discovery ICML 2024 From Geometry to Causality- Ricci Curvature and the Reliability of Causal Inference on Networks ICML 2024 From Statistical Relational to Neuro-Symbolic Artificial Intelligence AAAI 2024 Functional Directed Acyclic Graphs JMLR 2024 FuseFL: One-Shot Federated Learning through the Lens of Causality with Progressive Model Fusion NeurIPS 2024 FVEL: Interactive Formal Verification Environment with Large Language Models via Theorem Proving NeurIPS 2024 General Identifiability and Achievability for Causal Representation Learning AISTATS 2024 Generalisation through Negation and Predicate Invention AAAI 2024 Generalized Independent Noise Condition for Estimating Causal Structure with Latent Variables JMLR 2024 Generalized Planning for the Abstraction and Reasoning Corpus AAAI 2024 Generalizing Knowledge Graph Embedding with Universal Orthogonal Parameterization ICML 2024 Goal Alignment: Re-analyzing Value Alignment Problems Using Human-Aware AI AAAI 2024 Graph Contrastive Invariant Learning from the Causal Perspective AAAI 2024 Graph Learning for Numeric Planning NeurIPS 2024 Hacking Task Confounder in Meta-Learning IJCAI 2024 Higher-Order Causal Message Passing for Experimentation with Complex Interference NeurIPS 2024 How to Understand “Support”? An Implicit-enhanced Causal Inference Approach for Weakly-supervised Phrase Grounding COLING 2024 HW-TSC at SemEval-2024 Task 5: Self-Eval? A Confident LLM System for Auto Prediction and Evaluation for the Legal Argument Reasoning Task SemEval 2024 Hybrid Top-Down Global Causal Discovery with Local Search for Linear and Nonlinear Additive Noise Models NeurIPS 2024 Identifiability Analysis of Linear ODE Systems with Hidden Confounders NeurIPS 2024 Identifiability of Direct Effects from Summary Causal Graphs AAAI 2024 Identifiability of total effects from abstractions of time series causal graphs UAI 2024 Identification and Estimation for Nonignorable Missing Data: A Data Fusion Approach ICML 2024 Identification and Estimation of Conditional Average Partial Causal Effects via Instrumental Variable UAI 2024 Identification and Estimation of the Bi-Directional MR with Some Invalid Instruments NeurIPS 2024