Recommender Systems

The POWER of Ikigai: Optimizing Life Fulfillment with an Integrated User Simulator and Adaptive Hobby Recommender AAAI 2025 Top-one Recommendation with Anonymous User Behaviors (Student Abstract) AAAI 2025 Towards Personalized Conversational Sales Agents: Contextual User Profiling for Strategic Action EMNLP 2025 Towards S²-Challenges Underlying LLM-Based Augmentation for Personalized News Recommendation AAAI 2025 Towards Unbiased Information Extraction and Adaptation in Cross-Domain Recommendation AAAI 2025 TripCraft: A Benchmark for Spatio-Temporally Fine Grained Travel Planning ACL 2025 Trust-GRS: A Trustworthy Training Framework for Graph Neural Network Based Recommender Systems Against Shilling Attacks AAAI 2025 Tunable LLM-based Proactive Recommendation Agent ACL 2025 UCFE: A User-Centric Financial Expertise Benchmark for Large Language Models NAACL 2025 User Feedback Alignment for LLM-powered Exploration in Large-scale Recommendation Systems ACL 2025 Why Multi-Interest Fairness Matters: Hypergraph Contrastive Multi-Interest Learning for Fair Conversational Recommender System ACL 2025 Adaptive Hardness Negative Sampling for Collaborative Filtering AAAI 2024 Ada-Retrieval: An Adaptive Multi-Round Retrieval Paradigm for Sequential Recommendations AAAI 2024 Algorithmic Collective Action in Recommender Systems: Promoting Songs by Reordering Playlists NeurIPS 2024 An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention AAAI 2024 A Survey on Cross-Domain Sequential Recommendation IJCAI 2024 A Survey on Rank Aggregation IJCAI 2024 AT4CTR: Auxiliary Match Tasks for Enhancing Click-Through Rate Prediction AAAI 2024 A Toolbox for Modelling Engagement with Educational Videos AAAI 2024 AuriSRec: Adversarial User Intention Learning in Sequential Recommendation EMNLP 2024 Backdoor Adjustment via Group Adaptation for Debiased Coupon Recommendations AAAI 2024 Bandits Meet Mechanism Design to Combat Clickbait in Online Recommendation ICLR 2024 Be Aware of the Neighborhood Effect: Modeling Selection Bias under Interference ICLR 2024 Beyond Persuasion: Towards Conversational Recommender System with Credible Explanations EMNLP 2024 Borda Regret Minimization for Generalized Linear Dueling Bandits ICML 2024