Causal Inference

GraphCheck: Breaking Long-Term Text Barriers with Extracted Knowledge Graph-Powered Fact-Checking ACL 2025 GraphCheck: Multipath Fact-Checking with Entity-Relationship Graphs EMNLP 2025 Graph Machine Learning based Doubly Robust Estimator for Network Causal Effects AISTATS 2025 G-Sim: Generative Simulations with Large Language Models and Gradient-Free Calibration ICML 2025 Gumbel Counterfactual Generation From Language Models ICLR 2025 H2ST: Hierarchical Two-Sample Tests for Continual Out-of-Distribution Detection CVPR 2025 Harnessing Causality in Reinforcement Learning with Bagged Decision Times AISTATS 2025 Hate Speech in Times of Crises: a Cross-Disciplinary Analysis of Online Xenophobia in Greece ACL 2025 Hawkes based Representation Learning for Reasoning over Scale-free Community-structured Temporal Knowledge Graphs COLING 2025 HazeFlow: Revisit Haze Physical Model as ODE and Non-Homogeneous Haze Generation for Real-World Dehazing ICCV 2025 HDiff: Confidence-Guided Denoising Diffusion for Robust Hyper-relational Link Prediction EMNLP 2025 Hierarchical Bias-Driven Stratification for Interpretable Causal Effect Estimation AISTATS 2025 Hierarchical Reinforcement Learning with Targeted Causal Interventions ICML 2025 Hierarchy Knowledge Graph for Parameter-Efficient Entity Embedding IJCAI 2025 How Aligned Are Unimodal Language and Graph Encodings of Chemical Molecules? IJCNLP 2025 Howard University-AI4PC at SemEval-2025 Task 7: Crosslingual Fact-Checked Claim Retrieval-Combining Zero-Shot Claim Extraction and KNN-Based Classification for Multilingual Claim Matching SemEval 2025 How new data permeates LLM knowledge and how to dilute it ICLR 2025 How Reliable are Causal Probing Interventions? IJCNLP 2025 Human-AI Coevolution (Abstract Reprint) IJCAI 2025 Hybrid Local Causal Discovery IJCAI 2025 HypER: Literature-grounded Hypothesis Generation and Distillation with Provenance EMNLP 2025 Identifiability of Causal Graphs under Non-Additive Conditionally Parametric Causal Models JMLR 2025 Identifiable Exchangeable Mechanisms for Causal Structure and Representation Learning ICLR 2025 Identification of Intermittent Temporal Latent Process ICLR 2025 Identification of Latent Confounders via Investigating the Tensor Ranks of the Nonlinear Observations ICML 2025