Counterfactual Identifiability via Dynamic Optimal Transport
arXiv:2510.08294v1 Announce Type: cross Abstract: We address the open question of counterfactual identification for high-dimensional multivariate outcomes from observational data.…
Iterated Agent for Symbolic Regression
arXiv:2510.08317v1 Announce Type: cross Abstract: Symbolic regression (SR), the automated discovery of mathematical expressions from data, is a cornerstone of…
Benchmarking LLM Causal Reasoning with Scientifically Validated Relationships
arXiv:2510.07231v2 Announce Type: replace-cross Abstract: Causal reasoning is fundamental for Large Language Models (LLMs) to understand genuine cause-and-effect relationships beyond…
AutoDAN-Reasoning: Enhancing Strategies Exploration based Jailbreak Attacks with Test-Time Scaling
arXiv:2510.05379v2 Announce Type: replace-cross Abstract: Recent advancements in jailbreaking large language models (LLMs), such as AutoDAN-Turbo, have demonstrated the power…
Federated Unlearning in the Wild: Rethinking Fairness and Data Discrepancy
arXiv:2510.07022v1 Announce Type: cross Abstract: Machine unlearning is critical for enforcing data deletion rights like the “right to be forgotten.”…
EvalMORAAL: Interpretable Chain-of-Thought and LLM-as-Judge Evaluation for Moral Alignment in Large Language Models
arXiv:2510.05942v2 Announce Type: replace-cross Abstract: We present EvalMORAAL, a transparent chain-of-thought (CoT) framework that uses two scoring methods (log-probabilities and…