| Info-CELS: Informative Saliency Map Guided Counterfactual Explanation | Oct 27, 2024 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Who is Responsible? Explaining Safety Violations in Multi-Agent Cyber-Physical Systems | Oct 26, 2024 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Global Graph Counterfactual Explanation: A Subgraph Mapping Approach | Oct 25, 2024 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Peter Parker or Spiderman? Disambiguating Multiple Class Labels | Oct 25, 2024 | counterfactual | —Unverified | 0 |
| What Drives Liquidity on Decentralized Exchanges? Evidence from the Uniswap Protocol | Oct 24, 2024 | counterfactual | —Unverified | 0 |
| BIFRÖST: 3D-Aware Image compositing with Language Instructions | Oct 24, 2024 | counterfactualImage Harmonization | CodeCode Available | 1 |
| Longitudinal Causal Image Synthesis | Oct 23, 2024 | counterfactualImage Generation | CodeCode Available | 0 |
| Evaluating Explanations Through LLMs: Beyond Traditional User Studies | Oct 23, 2024 | counterfactual | —Unverified | 0 |
| How Can We Diagnose and Treat Bias in Large Language Models for Clinical Decision-Making? | Oct 21, 2024 | counterfactualDecision Making | CodeCode Available | 0 |
| S-CFE: Simple Counterfactual Explanations | Oct 21, 2024 | Computational Efficiencycounterfactual | CodeCode Available | 0 |
| Reflection-Bench: probing AI intelligence with reflection | Oct 21, 2024 | counterfactualDecision Making | CodeCode Available | 1 |
| Performance-Driven QUBO for Recommender Systems on Quantum Annealers | Oct 20, 2024 | counterfactualfeature selection | —Unverified | 0 |
| Explaining Graph Neural Networks with Large Language Models: A Counterfactual Perspective for Molecular Property Prediction | Oct 19, 2024 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| A Novel Method to Metigate Demographic and Expert Bias in ICD Coding with Causal Inference | Oct 18, 2024 | Causal Inferencecounterfactual | —Unverified | 0 |
| Rethinking Distance Metrics for Counterfactual Explainability | Oct 18, 2024 | counterfactual | —Unverified | 0 |
| DMGNN: Detecting and Mitigating Backdoor Attacks in Graph Neural Networks | Oct 18, 2024 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Computational Grounding of Responsibility Attribution and Anticipation in LTLf | Oct 18, 2024 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Exogenous Matching: Learning Good Proposals for Tractable Counterfactual Estimation | Oct 17, 2024 | counterfactual | CodeCode Available | 0 |
| Learning Counterfactual Distributions via Kernel Nearest Neighbors | Oct 17, 2024 | counterfactualMatrix Completion | —Unverified | 0 |
| Private Counterfactual Retrieval | Oct 17, 2024 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| First-Person Fairness in Chatbots | Oct 16, 2024 | Chatbotcounterfactual | —Unverified | 0 |
| Counterfactual Analysis in Empirical Games | Oct 16, 2024 | counterfactual | —Unverified | 0 |
| Using Protected Attributes to Consider Fairness in Multi-Agent Systems | Oct 16, 2024 | counterfactualDecision Making | —Unverified | 0 |
| Evaluation of Attribution Bias in Retrieval-Augmented Large Language Models | Oct 16, 2024 | Attributecounterfactual | —Unverified | 0 |
| Counterfactual Effect Decomposition in Multi-Agent Sequential Decision Making | Oct 16, 2024 | Attributecounterfactual | CodeCode Available | 0 |
| Counterfactual Generative Modeling with Variational Causal Inference | Oct 16, 2024 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Rethinking Visual Counterfactual Explanations Through Region Constraint | Oct 16, 2024 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Do LLMs Have the Generalization Ability in Conducting Causal Inference? | Oct 15, 2024 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Is Structure Dependence Shaped for Efficient Communication?: A Case Study on Coordination | Oct 14, 2024 | counterfactual | CodeCode Available | 0 |
| TABCF: Counterfactual Explanations for Tabular Data Using a Transformer-Based VAE | Oct 14, 2024 | counterfactual | CodeCode Available | 1 |
| Eliminating the Language Bias for Visual Question Answering with fine-grained Causal Intervention | Oct 14, 2024 | Contrastive Learningcounterfactual | —Unverified | 0 |
| Use of What-if Scenarios to Help Explain Artificial Intelligence Models for Neonatal Health | Oct 12, 2024 | counterfactualData Augmentation | CodeCode Available | 0 |
| Natural Language Counterfactual Explanations for Graphs Using Large Language Models | Oct 11, 2024 | counterfactualExplainable artificial intelligence | CodeCode Available | 0 |
| Uncertainty-Aware Optimal Treatment Selection for Clinical Time Series | Oct 11, 2024 | counterfactualTime Series | —Unverified | 0 |
| Multi-Facet Counterfactual Learning for Content Quality Evaluation | Oct 10, 2024 | Contrastive Learningcounterfactual | —Unverified | 0 |
| Time Can Invalidate Algorithmic Recourse | Oct 10, 2024 | counterfactualvalid | CodeCode Available | 0 |
| Learning to Balance Altruism and Self-interest Based on Empathy in Mixed-Motive Games | Oct 10, 2024 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Group Shapley Value and Counterfactual Simulations in a Structural Model | Oct 9, 2024 | counterfactual | —Unverified | 0 |
| Bounds and Sensitivity Analysis of the Causal Effect Under Outcome-Independent MNAR Confounding | Oct 9, 2024 | counterfactualSensitivity | —Unverified | 0 |
| Counterfactual Causal Inference in Natural Language with Large Language Models | Oct 8, 2024 | ArticlesCausal Inference | CodeCode Available | 1 |
| Entering Real Social World! Benchmarking the Social Intelligence of Large Language Models from a First-person Perspective | Oct 8, 2024 | AttributeBenchmarking | CodeCode Available | 1 |
| Unsupervised Model Diagnosis | Oct 8, 2024 | counterfactualKeypoint Detection | —Unverified | 0 |
| Refining Counterfactual Explanations With Joint-Distribution-Informed Shapley Towards Actionable Minimality | Oct 7, 2024 | counterfactual | CodeCode Available | 1 |
| Design Information Disclosure under Bidder Heterogeneity in Online Advertising Auctions: Implications of Bid-Adherence Behavior | Oct 7, 2024 | counterfactual | —Unverified | 0 |
| Are causal effect estimations enough for optimal recommendations under multitreatment scenarios? | Oct 7, 2024 | counterfactual | —Unverified | 0 |
| Mitigating Modality Prior-Induced Hallucinations in Multimodal Large Language Models via Deciphering Attention Causality | Oct 7, 2024 | Causal Inferencecounterfactual | CodeCode Available | 2 |
| Cognitive maps and schizophrenia | Oct 4, 2024 | counterfactualRepresentation Learning | —Unverified | 0 |
| ActPlan-1K: Benchmarking the Procedural Planning Ability of Visual Language Models in Household Activities | Oct 4, 2024 | Benchmarkingcounterfactual | —Unverified | 0 |
| Investigating and Mitigating Object Hallucinations in Pretrained Vision-Language (CLIP) Models | Oct 4, 2024 | counterfactualData Augmentation | CodeCode Available | 0 |
| Self-eXplainable AI for Medical Image Analysis: A Survey and New Outlooks | Oct 3, 2024 | counterfactualCounterfactual Explanation | —Unverified | 0 |