{"total":16,"rows":[{"id":"2305.10822","title":"When Search Meets Recommendation: Learning Disentangled Search Representation for Recommendation","created":"2023-05-18","cited_by_count":17,"area":null},{"id":"2302.06975","title":"A Review of the Role of Causality in Developing Trustworthy AI Systems","created":"2023-02-14","cited_by_count":14,"area":null},{"id":"2309.08939","title":"An Unified Search and Recommendation Foundation Model for Cold-Start Scenario","created":"2023-09-16","cited_by_count":12,"area":null},{"id":"2306.03527","title":"Rec4Ad: A Free Lunch to Mitigate Sample Selection Bias for Ads CTR Prediction in Taobao","created":"2023-06-06","cited_by_count":11,"area":null},{"id":"2212.05778","title":"Instrumental Variables in Causal Inference and Machine Learning: A Survey","created":"2022-12-12","cited_by_count":10,"area":null},{"id":"2302.05052","title":"Debiasing Recommendation by Learning Identifiable Latent Confounders","created":"2023-02-10","cited_by_count":7,"area":null},{"id":"2404.12228","title":"CausalMed: Causality-Based Personalized Medication Recommendation Centered on Patient health state","created":"2024-04-18","cited_by_count":7,"area":null},{"id":"2403.00880","title":"CIDGMed: Causal Inference-Driven Medication Recommendation with Enhanced Dual-Granularity Learning","created":"2024-03-01","cited_by_count":3,"area":null},{"id":"2403.03578","title":"Causal Disentanglement for Regulating Social Influence Bias in Social Recommendation","created":"2024-03-06","cited_by_count":2,"area":null},{"id":"2408.09651","title":"Interaction-Data-guided Conditional Instrumental Variables for Debiasing Recommender Systems","created":"2024-08-19","cited_by_count":1,"area":null},{"id":"2410.01822","title":"The Importance of Causality in Decision Making: A Perspective on Recommender Systems","created":"2024-09-16","cited_by_count":1,"area":null},{"id":"2209.04589","title":"Causal Intervention for Fairness in Multi-behavior Recommendation","created":"2022-09-10","cited_by_count":0,"area":null},{"id":"2311.03381","title":"Separating and Learning Latent Confounders to Enhancing User Preferences Modeling","created":"2023-11-02","cited_by_count":0,"area":null},{"id":"2509.22794","title":"Differentially Private Two-Stage Gradient Descent for Instrumental Variable Regression","created":"2025-09-26","cited_by_count":0,"area":null},{"id":"2510.14641","title":"Causality Enhancement for Cross-Domain Recommendation","created":"2025-10-16","cited_by_count":0,"area":null},{"id":"2511.14064","title":"CafeMed: Causal Attention Fusion Enhanced Medication Recommendation","created":"2025-11-18","cited_by_count":0,"area":null}],"next_cursor":null}