sequential recommendation

CLLMRec: Contrastive Learning with LLMs-based View Augmentation for Sequential Recommendation IJCAI 2025 CoDeR: Counterfactual Demand Reasoning for Sequential Recommendation AAAI 2025 CoLA-Former: Graph Transformer Using Communal Linear Attention for Lightweight Sequential Recommendation IJCAI 2025 Cost-Effective On-Device Sequential Recommendation with Spiking Neural Networks IJCAI 2025 Counterfactual Task-augmented Meta-learning for Cold-start Sequential Recommendation AAAI 2025 Disentangled and Personalized Representation Learning for Next Point-of-Interest Recommendation IJCAI 2025 Enhancing Diffusion Model with Auxiliary Information Mining-Exploration and Efficient Sampling Mechanism for Sequential Recommendation AAAI 2025 Enhancing Sequential Recommendation with Global Diffusion AAAI 2025 FedCSR: A Federated Framework for Multi-Platform Cross-Domain Sequential Recommendation with Dual Contrastive Learning COLING 2025 Flow-based Time-aware Causal Structure Learning for Sequential Recommendation IJCAI 2025 Flow Matching Based Sequential Recommender Model IJCAI 2025 Future Sight and Tough Fights: Revolutionizing Sequential Recommendation with FENRec AAAI 2025 Fuzzy Collaborative Reasoning AAAI 2025 GeoMamba: Towards Multi-granular POI Recommendation with Geographical State Space Model AAAI 2025 Harnessing Multimodal Large Language Models for Multimodal Sequential Recommendation AAAI 2025 Intent Contrastive Learning Based on Multi-view Augmentation for Sequential Recommendation COLING 2025 Intent Oriented Contrastive Learning for Sequential Recommendation AAAI 2025 Iterative Sparse Attention for Long-sequence Recommendation AAAI 2025 Learning Multi-interest Embedding with Dynamic Graph Cluster for Sequention Recommendation UAI 2025 Learning Transition Patterns by Large Language Models for Sequential Recommendation COLING 2025 Lightweight Yet Fine-Grained: A Graph Capsule Convolutional Network with Subspace Alignment for Shared-Account Sequential Recommendation AAAI 2025 LLM4RSR: Large Language Models as Data Correctors for Robust Sequential Recommendation AAAI 2025 LLMEmb: Large Language Model Can Be a Good Embedding Generator for Sequential Recommendation AAAI 2025 LOHRec: Leveraging Order and Hierarchy in Generative Sequential Recommendation EMNLP 2025 MTSTRec: Multimodal Time-Aligned Shared Token Recommender ICML 2025