Reasoning

CoTMR: Chain-of-Thought Multi-Scale Reasoning for Training-Free Zero-Shot Composed Image Retrieval ICCV 2025 Counterfactual Contrastive Learning with Normalizing Flows for Robust Treatment Effect Estimation ICML 2025 Counterfactual explanability of black-box prediction models CLeaR 2025 Counterfactual Influence in Markov Decision Processes CLeaR 2025 Counterfactual Realizability ICLR 2025 Counterfactual Voting Adjustment for Quality Assessment and Fairer Voting in Online Platforms with Helpfulness Evaluation ICML 2025 Counting and Reasoning with Plans AAAI 2025 CRAFT: Designing Creative and Functional 3D Objects WACV 2025 Critic-CoT: Boosting the Reasoning Abilities of Large Language Model via Chain-of-Thought Critic ACL 2025 Croppable Knowledge Graph Embedding ACL 2025 Cross-domain Rumor Detection via Test-Time Adaptation and Large Language Models EMNLP 2025 Cross-modal Causal Relation Alignment for Video Question Grounding CVPR 2025 Cross-validating causal discovery via Leave-One-Variable-Out CLeaR 2025 Data-Driven Selection of Instrumental Variables for Additive Nonlinear, Constant Effects Models ICML 2025 Data-Driven Yet Formal Policy Synthesis for Stochastic Nonlinear Dynamical Systems L4DC 2025 DCILP: A Distributed Approach for Large-Scale Causal Structure Learning AAAI 2025 Decoding on Graphs: Faithful and Sound Reasoning on Knowledge Graphs through Generation of Well-Formed Chains ACL 2025 Decomposing Inconsistencies: Marginal Contributions and Pooling Techniques IJCAI 2025 Decomposition of Probabilities of Causation with Two Mediators UAI 2025 Deconfound Semantic Shift and Incompleteness in Incremental Few-shot Semantic Segmentation AAAI 2025 Deliberate Reasoning in Language Models as Structure-Aware Planning with an Accurate World Model ACL 2025 Deriving Causal Order from Single-Variable Interventions: Guarantees & Algorithm ICLR 2025 Deriving Strategic Market Insights with Large Language Models: A Benchmark for Forward Counterfactual Generation EMNLP 2025 Differentiable Causal Structure Learning with Identifiability by NOTIME AISTATS 2025 Differentiable Structure Learning with Ancestral Constraints ICML 2025