conftrace_

sequential recommendation

117 papers

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Also known as

SR SRS SEQREC

Co-occurring keywords

large language model (13587) recommender system (534) user preference (114) representation learning (6206) user preference modeling (48) contrastive learning (4032) collaborative filtering (300) graph neural network (3962) recommendation system (294) diffusion model (3751)

Papers

SIGMA: Selective Gated Mamba for Sequential Recommendation AAAI 2025
C2KD: Cross-layer and Cross-head Knowledge Distillation for Small Language Model-based Recommendation ACL 2025
LLM4RSR: Large Language Models as Data Correctors for Robust Sequential Recommendation AAAI 2025
Variational Graph Auto-Encoder Driven Graph Enhancement for Sequential Recommendation IJCAI 2025
Neighborhood-Aware Negative Sampling for Student Knowledge and Behavior Modeling AAAI 2025
CESRec: Constructing Pseudo Interactions for Sequential Recommendation via Conversational Feedback EMNLP 2025
Lightweight Yet Fine-Grained: A Graph Capsule Convolutional Network with Subspace Alignment for Shared-Account Sequential Recommendation AAAI 2025
Intent Oriented Contrastive Learning for Sequential Recommendation AAAI 2025
Flow Matching Based Sequential Recommender Model IJCAI 2025
CoDeR: Counterfactual Demand Reasoning for Sequential Recommendation AAAI 2025
Enhancing Sequential Recommendation with Global Diffusion AAAI 2025
CoLA-Former: Graph Transformer Using Communal Linear Attention for Lightweight Sequential Recommendation IJCAI 2025
Iterative Sparse Attention for Long-sequence Recommendation AAAI 2025
Disentangled and Personalized Representation Learning for Next Point-of-Interest Recommendation IJCAI 2025
Intent Contrastive Learning Based on Multi-view Augmentation for Sequential Recommendation COLING 2025
LOHRec: Leveraging Order and Hierarchy in Generative Sequential Recommendation EMNLP 2025
RecGPT: A Foundation Model for Sequential Recommendation EMNLP 2025
Learning Transition Patterns by Large Language Models for Sequential Recommendation COLING 2025
Rethinking Large Language Model Architectures for Sequential Recommendations AACL 2025
FedCSR: A Federated Framework for Multi-Platform Cross-Domain Sequential Recommendation with Dual Contrastive Learning COLING 2025
Sim4Rec: Data-Free Model Extraction Attack on Sequential Recommendation AAAI 2025
Rethinking Large Language Model Architectures for Sequential Recommendations IJCNLP 2025
Augmenting Sequential Recommendation with Balanced Relevance and Diversity AAAI 2025
Counterfactual Task-augmented Meta-learning for Cold-start Sequential Recommendation AAAI 2025
AGRec: Adapting Autoregressive Decoders with Graph Reasoning for LLM-based Sequential Recommendation ACL 2025