Causal Inference

Towards Computational Foreseeability AAAI 2025 Towards counterfactual fairness through auxiliary variables ICLR 2025 Towards Empowerment Gain through Causal Structure Learning in Model-Based Reinforcement Learning ICLR 2025 Towards Generalizable Reinforcement Learning via Causality-Guided Self-Adaptive Representations ICLR 2025 Towards Precise Embodied Dialogue Localization via Causality Guided Diffusion CVPR 2025 Towards Robust Knowledge Representations in Multilingual LLMs for Equivalence and Inheritance based Consistent Reasoning NAACL 2025 Towards Synergistic Path-based Explanations for Knowledge Graph Completion: Exploration and Evaluation ICLR 2025 Towards the Causal Complete Cause of Multi-Modal Representation Learning ICML 2025 Towards Unbiased and Robust Spatio-Temporal Scene Graph Generation and Anticipation CVPR 2025 Traffic Scenario Logic: A Spatial-Temporal Logic for Modeling and Reasoning of Urban Traffic Scenarios AAAI 2025 Transfer learning in latent contextual bandits with covariate shift through causal transportability CLeaR 2025 Transfer or Translate? Argument Mining in Arabic with No Native Annotations EMNLP 2025 Transformer-Based Spatial-Temporal Counterfactual Outcomes Estimation ICML 2025 Transition Path Sampling with Improved Off-Policy Training of Diffusion Path Samplers ICLR 2025 Treble Counterfactual VLMs: A Causal Approach to Hallucination EMNLP 2025 Trustworthy assessment of heterogeneous treatment effect estimator via analysis of relative error AISTATS 2025 TSTAI: A Time-varying Brain Effective Connectivity Network Construction Method Combining with Brain Active Information IJCAI 2025 TurnaboutLLM: A Deductive Reasoning Benchmark from Detective Games EMNLP 2025 Unbiased Evaluation of Large Language Models from a Causal Perspective ICML 2025 Uncertainty in Causality: A New Frontier ACL 2025 Undermining Mental Proof: How AI Can Make Cooperation Harder by Making Thinking Easier AAAI 2025 Understanding the Side Effects of Rank-One Knowledge Editing EMNLP 2025 Under the Shadow of Babel: How Language Shapes Reasoning in LLMs EMNLP 2025 Unifying Causal Representation Learning with the Invariance Principle ICLR 2025 Unmasking Style Sensitivity: A Causal Analysis of Bias Evaluation Instability in Large Language Models ACL 2025