CICDOR learns two causal DAGs for shared and domain-specific user preferences, uses an LLM guided by the FCI algorithm to extract confounders from reviews, and reports consistent accuracy gains over twelve baselines on Douban and Amazon.
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Causal-Invariant Cross-Domain Out-of-Distribution Recommendation
CICDOR learns two causal DAGs for shared and domain-specific user preferences, uses an LLM guided by the FCI algorithm to extract confounders from reviews, and reports consistent accuracy gains over twelve baselines on Douban and Amazon.