| Who is Responsible? Explaining Safety Violations in Multi-Agent Cyber-Physical Systems | Oct 26, 2024 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| A Novel Method to Metigate Demographic and Expert Bias in ICD Coding with Causal Inference | Oct 18, 2024 | Causal Inferencecounterfactual | —Unverified | 0 |
| Computational Grounding of Responsibility Attribution and Anticipation in LTLf | Oct 18, 2024 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Rethinking Visual Counterfactual Explanations Through Region Constraint | Oct 16, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Learning to Balance Altruism and Self-interest Based on Empathy in Mixed-Motive Games | Oct 10, 2024 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Mitigating Modality Prior-Induced Hallucinations in Multimodal Large Language Models via Deciphering Attention Causality | Oct 7, 2024 | Causal Inferencecounterfactual | CodeCode Available | 2 |
| Mining Causality: AI-Assisted Search for Instrumental Variables | Sep 21, 2024 | Causal Inferencecounterfactual | —Unverified | 0 |
| CRADLE-VAE: Enhancing Single-Cell Gene Perturbation Modeling with Counterfactual Reasoning-based Artifact Disentanglement | Sep 9, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| DynamicRouteGPT: A Real-Time Multi-Vehicle Dynamic Navigation Framework Based on Large Language Models | Aug 26, 2024 | Bayesian InferenceCausal Inference | —Unverified | 0 |
| Inductive or Deductive? Rethinking the Fundamental Reasoning Abilities of LLMs | Jul 31, 2024 | counterfactualCounterfactual Reasoning | —Unverified | 0 |