Knowledge & Reasoning

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 Imagine: Image-Guided 3D Part Assembly with Structure Knowledge Graph AAAI 2025 Implicit degree bias in the link prediction task ICML 2025 Improving Complex Reasoning over Knowledge Graph with Logic-Aware Curriculum Tuning AAAI 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 Learning on Heterogeneous Graphs Enhanced by LLMs for Software Mention Detection ACL 2025 Inductive Reasoning on Few-Shot Knowledge Graphs with Task-Aware Language Models EMNLP 2025 Infer the Whole from a Glimpse of a Part: Keypoint-Based Knowledge Graph for Vehicle Re-Identification AAAI 2025 Information-Theoretic Causal Discovery in Topological Order AISTATS 2025 Initial Models and Serialisability in Abstract Dialectical Frameworks IJCAI 2025 Injecting Structured Knowledge into LLMs via Graph Neural Networks ACL 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 Integrating Answer Set Programming and Large Language Models for Enhanced Structured Representation of Complex Knowledge in Natural Language IJCAI 2025 Integrating Biological Knowledge for Robust Microscopy Image Profiling on De Novo Cell Lines ICCV 2025 Integrating Large Language Models and Möbius Group Transformations for Temporal Knowledge Graph Embedding on the Riemann Sphere AAAI 2025