Showing 1–20 of 38 results
/ Date/ Name
Jan 23, 2021Advances and Challenges in Conversational Recommender Systems: A SurveyJan 13, 2025Future-Conditioned Recommendations with Multi-Objective Controllable Decision TransformerMar 10, 2025Process-Supervised LLM Recommenders via Flow-guided TuningFeb 22, 2022KuaiRec: A Fully-observed Dataset and Insights for Evaluating Recommender SystemsDec 12, 2024SPRec: Self-Play to Debias LLM-based RecommendationAug 18, 2022KuaiRand: An Unbiased Sequential Recommendation Dataset with Randomly Exposed VideosApr 4, 2022CIRS: Bursting Filter Bubbles by Counterfactual Interactive Recommender SystemJul 10, 2023Alleviating Matthew Effect of Offline Reinforcement Learning in Interactive RecommendationFeb 7, 2023On the Theories Behind Hard Negative Sampling for RecommendationFeb 23, 2024EasyRL4Rec: An Easy-to-use Library for Reinforcement Learning Based Recommender SystemsApr 18, 2024How Do Recommendation Models Amplify Popularity Bias? An Analysis from the Spectral PerspectiveMay 31, 2025K-order Ranking Preference Optimization for Large Language ModelsMay 26, 2025Fine-grained List-wise Alignment for Generative Medication RecommendationNov 16, 2025MindRec: A Diffusion-driven Coarse-to-Fine Paradigm for Generative RecommendationMay 6, 2026Beyond Static Best-of-N: Bayesian List-wise Alignment for LLM-based RecommendationFeb 19, 2022Who Are the Best Adopters? User Selection Model for Free Trial Item PromotionSep 8, 2019Generating Reliable Friends via Adversarial Training to Improve Social RecommendationFeb 29, 2024Large Language Models are Learnable Planners for Long-Term RecommendationMar 26, 2024Leave No Patient Behind: Enhancing Medication Recommendation for Rare Disease PatientsMar 5, 2025Fine-grained Alignment of Large Language Models for General Medication Recommendation without Overprescription