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

Neighborhood-Aware Negative Sampling for Student Knowledge and Behavior Modeling AAAI 2025
C2KD: Cross-layer and Cross-head Knowledge Distillation for Small Language Model-based Recommendation ACL 2025
Augmenting Sequential Recommendation with Balanced Relevance and Diversity AAAI 2025
Future Sight and Tough Fights: Revolutionizing Sequential Recommendation with FENRec AAAI 2025
LLMEmb: Large Language Model Can Be a Good Embedding Generator for Sequential Recommendation AAAI 2025
RDRec: Rationale Distillation for LLM-based Recommendation ACL 2024
Breaking Determinism: Fuzzy Modeling of Sequential Recommendation Using Discrete State Space Diffusion Model NIPS 2024
SeeDRec: Sememe-based Diffusion for Sequential Recommendation IJCAI 2024
Sequential LLM Framework for Fashion Recommendation EMNLP 2024
Enhancing Large Language Model Based Sequential Recommender Systems with Pseudo Labels Reconstruction EMNLP 2024
AuriSRec: Adversarial User Intention Learning in Sequential Recommendation EMNLP 2024
Customizing Language Models with Instance-wise LoRA for Sequential Recommendation NIPS 2024
LLM-ESR: Large Language Models Enhancement for Long-tailed Sequential Recommendation NIPS 2024
Evidential Stochastic Differential Equations for Time-Aware Sequential Recommendation NIPS 2024
RecGPT: Generative Pre-training for Text-based Recommendation ACL 2024
Train Once, Deploy Anywhere: Matryoshka Representation Learning for Multimodal Recommendation EMNLP 2024
Dual-View Whitening on Pre-trained Text Embeddings for Sequential Recommendation AAAI 2024
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention AAAI 2024
Plug-In Diffusion Model for Sequential Recommendation AAAI 2024
Ada-Retrieval: An Adaptive Multi-Round Retrieval Paradigm for Sequential Recommendations AAAI 2024
Temporal Graph Contrastive Learning for Sequential Recommendation AAAI 2024
Sparse Enhanced Network: An Adversarial Generation Method for Robust Augmentation in Sequential Recommendation AAAI 2024
gSASRec: Reducing Overconfidence in Sequential Recommendation Trained with Negative Sampling (Extended Abstract) IJCAI 2024
The Whole is Better than the Sum: Using Aggregated Demonstrations in In-Context Learning for Sequential Recommendation NAACL 2024
A Survey on Cross-Domain Sequential Recommendation IJCAI 2024