Reasoning

Higher-order Logical Knowledge Representation Learning IJCAI 2025 HiP-AD: Hierarchical and Multi-Granularity Planning with Deformable Attention for Autonomous Driving in a Single Decoder ICCV 2025 Hybrid Local Causal Discovery IJCAI 2025 Hybrid Reasoning About Relative Position and Orientation of Objects and Navigating Agents Using Answer Set Programming AAAI 2025 Hypo3D: Exploring Hypothetical Reasoning in 3D ICML 2025 IDEA: Enhancing the Rule Learning Ability of Large Language Model Agent through Induction, Deduction, and Abduction ACL 2025 Identifiability of Causal Graphs under Non-Additive Conditionally Parametric Causal Models JMLR 2025 Identification of Latent Confounders via Investigating the Tensor Ranks of the Nonlinear Observations ICML 2025 Identifying biological perturbation targets through causal differential networks ICML 2025 Identifying Causal Mechanism Shifts Under Additive Models with Arbitrary Noise IJCAI 2025 Identifying Macro Conditional Independencies and Macro Total Effects in Summary Causal Graphs with Latent Confounding AAAI 2025 Identifying Neural Dynamics Using Interventional State Space Models ICML 2025 Image Quality Assessment: Investigating Causal Perceptual Effects with Abductive Counterfactual Inference CVPR 2025 Improving Soft Unification with Knowledge Graph Embedding Methods ICML 2025 Incremental Causal Effect for Time to Treatment Initialization ICLR 2025 Inducing Causal Structure Applied to Glucose Prediction for T1DM Patients CLeaR 2025 InductionBench: LLMs Fail in the Simplest Complexity Class ACL 2025 Inductive Reasoning on Few-Shot Knowledge Graphs with Task-Aware Language Models EMNLP 2025 Information-Theoretic Causal Discovery in Topological Order AISTATS 2025 Initial Models and Serialisability in Abstract Dialectical Frameworks IJCAI 2025 Instantiation-based Formalization of Logical Reasoning Tasks Using Language Models and Logical Solvers IJCAI 2025 Integer Programming Based Methods and Heuristics for Causal Graph Learning AISTATS 2025 Integer Programming for Generalized Causal Bootstrap Designs ICML 2025 Interpretable Neural Causal Models with TRAM-DAGs CLeaR 2025 Invariant Deep Uplift Modeling for Incentive Assignment in Online Marketing via Probability of Necessity and Sufficiency ICML 2025