Recommender Systems

Sparse Enhanced Network: An Adversarial Generation Method for Robust Augmentation in Sequential Recommendation AAAI 2024 Spectral-Based Graph Neural Networks for Complementary Item Recommendation AAAI 2024 STEM: Unleashing the Power of Embeddings for Multi-Task Recommendation AAAI 2024 Story Embeddings — Narrative-Focused Representations of Fictional Stories EMNLP 2024 Strategic Recommendation: Revenue Optimal Matching for Online Platforms (Student Abstract) AAAI 2024 Successive POI Recommendation via Brain-Inspired Spatiotemporal Aware Representation AAAI 2024 SVD-AE: Simple Autoencoders for Collaborative Filtering IJCAI 2024 Tail-STEAK: Improve Friend Recommendation for Tail Users via Self-Training Enhanced Knowledge Distillation AAAI 2024 Temporal Graph Contrastive Learning for Sequential Recommendation AAAI 2024 Temporally and Distributionally Robust Optimization for Cold-Start Recommendation AAAI 2024 Text-like Encoding of Collaborative Information in Large Language Models for Recommendation ACL 2024 Train Once, Use Flexibly: A Modular Framework for Multi-Aspect Neural News Recommendation EMNLP 2024 Transforming Recommender Systems: Balancing Personalization, Fairness, and Human Values IJCAI 2024 Transparent and Scrutable Recommendations Using Natural Language User Profiles ACL 2024 Trustless Audits without Revealing Data or Models ICML 2024 UNEX-RL: Reinforcing Long-Term Rewards in Multi-Stage Recommender Systems with UNidirectional EXecution AAAI 2024 Unveiling User Satisfaction and Creator Productivity Trade-Offs in Recommendation Platforms NeurIPS 2024 User-Creator Feature Polarization in Recommender Systems with Dual Influence NeurIPS 2024 Visual Language – Let the Product Say What You Want AAAI 2024 VITA: ‘Carefully Chosen and Weighted Less’ Is Better in Medication Recommendation AAAI 2024 Would You Like Your Data to Be Trained? A User Controllable Recommendation Framework AAAI 2024 XRec: Large Language Models for Explainable Recommendation EMNLP 2024 Your Career Path Matters in Person-Job Fit AAAI 2024 Adaptive Low-Precision Training for Embeddings in Click-Through Rate Prediction AAAI 2023 AdaptSSR: Pre-training User Model with Augmentation-Adaptive Self-Supervised Ranking NeurIPS 2023