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Fair Recommendations with Limited Sensitive Attributes: A Distributionally Robust Optimization Approach
Large Language Models are Learnable Planners for Long-Term Recommendation
Lower-Left Partial AUC: An Effective and Efficient Optimization Metric for Recommendation
Can ChatGPT Make Fair Recommendation? A Fairness Evaluation Benchmark for Recommendation with Large Language Model
TALLRec: An Effective and Efficient Tuning Framework to Align Large Language Model with Recommendation
Prediction then Correction: An Abductive Prediction Correction Method for Sequential Recommendation
Reformulating CTR Prediction: Learning Invariant Feature Interactions for Recommendation
LightMIRM: Light Meta-learned Invariant Risk Minimization for Trustworthy Loan Default Prediction
Mitigating Hidden Confounding Effects for Causal Recommendation
Addressing Confounding Feature Issue for Causal Recommendation
Causal Intervention for Leveraging Popularity Bias in Recommendation
How to Retrain Recommender System? A Sequential Meta-Learning Approach
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