sequential recommendation

Temporal Graph Contrastive Learning for Sequential Recommendation AAAI 2024 The Whole is Better than the Sum: Using Aggregated Demonstrations in In-Context Learning for Sequential Recommendation NAACL 2024 Train Once, Deploy Anywhere: Matryoshka Representation Learning for Multimodal Recommendation EMNLP 2024 Dynamic Multi-Behavior Sequence Modeling for Next Item Recommendation AAAI 2023 Generate What You Prefer: Reshaping Sequential Recommendation via Guided Diffusion NeurIPS 2023 KuaiSim: A Comprehensive Simulator for Recommender Systems NeurIPS 2023 Probabilistic Masked Attention Networks for Explainable Sequential Recommendation IJCAI 2023 ResAct: Reinforcing Long-term Engagement in Sequential Recommendation with Residual Actor ICLR 2023 Sequential Recommendation with Probabilistic Logical Reasoning IJCAI 2023 Theoretically Guaranteed Bidirectional Data Rectification for Robust Sequential Recommendation NeurIPS 2023 Uniform Sequence Better: Time Interval Aware Data Augmentation for Sequential Recommendation AAAI 2023 DiPS: Differentiable Policy for Sketching in Recommender Systems AAAI 2022 Enhancing Sequential Recommendation with Graph Contrastive Learning IJCAI 2022 MLP4Rec: A Pure MLP Architecture for Sequential Recommendations IJCAI 2022 Next Point-of-Interest Recommendation with Inferring Multi-step Future Preferences IJCAI 2022 Towards Out-of-Distribution Sequential Event Prediction: A Causal Treatment NeurIPS 2022 A User-Adaptive Layer Selection Framework for Very Deep Sequential Recommender Models AAAI 2021 Cold-start Sequential Recommendation via Meta Learner AAAI 2021 DA-GCN: A Domain-aware Attentive Graph Convolution Network for Shared-account Cross-domain Sequential Recommendation IJCAI 2021 Discovering Collaborative Signals for Next POI Recommendation with Iterative Seq2Graph Augmentation IJCAI 2021 Does Every Data Instance Matter? Enhancing Sequential Recommendation by Eliminating Unreliable Data IJCAI 2021 Dynamic Memory based Attention Network for Sequential Recommendation AAAI 2021 Exploring Periodicity and Interactivity in Multi-Interest Framework for Sequential Recommendation IJCAI 2021 Improving Sequential Recommendation Consistency with Self-Supervised Imitation IJCAI 2021 Learning Self-Modulating Attention in Continuous Time Space with Applications to Sequential Recommendation ICML 2021