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20242026
most citedGraph Neural Network Causal Explanation via Neural Causal Models

2 citations · 2 across the 2 of their papers we have counts for

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cs.AI2026

Reasoning Models Are Accurate but Unsound on Identification

Arman Behnam, Binghui Wang

A reasoning model asked whether a causal effect is recoverable from observational data can fail in two ways: it refuses an identifiable query or answers a nonidentifiable one. The…

cs.AI2026

Contrastive Reasoning Alignment: Reinforcement Learning from Hidden Representations

Haozheng Luo, Yimin Wang, Jiahao Yu +2

We propose CRAFT, a red-teaming alignment framework that leverages model reasoning capabilities and hidden representations to improve robustness against jailbreak attacks. Unlike p…