SOTAVerified

Sequential Recommendation

Sequential recommendation is a sophisticated approach to providing personalized suggestions by analyzing users' historical interactions in a sequential manner. Unlike traditional recommendation systems, which consider items in isolation, sequential recommendation takes into account the temporal order of user actions. This method is particularly valuable in domains where the sequence of events matters, such as streaming services, e-commerce platforms, and social media.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 251–275 of 554 papers

TitleStatusHype
ULMRec: User-centric Large Language Model for Sequential Recommendation—0
Precision Profile Pollution Attack on Sequential Recommenders via Influence Function—0
Optimizing Sequential Recommendation Models with Scaling Laws and Approximate Entropy—0
Unifying Generative and Dense Retrieval for Sequential Recommendation—0
Break the ID-Language Barrier: An Adaption Framework for Sequential Recommendation—0
GOT4Rec: Graph of Thoughts for Sequential Recommendation—0
Data Watermarking for Sequential Recommender SystemsCode0
Multi-Grained Preference Enhanced Transformer for Multi-Behavior Sequential RecommendationCode0
Few-shot Model Extraction Attacks against Sequential Recommender Systems—0
Item Association Factorization Mixed Markov Chains for Sequential Recommendation—0
LLM-based Bi-level Multi-interest Learning Framework for Sequential Recommendation—0
Counterfactual Learning-Driven Representation Disentanglement for Search-Enhanced Recommendation—0
Efficient and Effective Adaptation of Multimodal Foundation Models in Sequential Recommendation—0
Transferable Sequential Recommendation via Vector Quantized Meta Learning—0
Facet-Aware Multi-Head Mixture-of-Experts Model for Sequential Recommendation—0
DivNet: Diversity-Aware Self-Correcting Sequential Recommendation Networks—0
Breaking Determinism: Fuzzy Modeling of Sequential Recommendation Using Discrete State Space Diffusion Model—0
Dual Contrastive Transformer for Hierarchical Preference Modeling in Sequential Recommendation—0
Modeling Temporal Positive and Negative Excitation for Sequential Recommendation—0
Dual Conditional Diffusion Models for Sequential Recommendation—0
Pay Attention to Attention for Sequential Recommendation—0
Generative Diffusion Models for Sequential Recommendations—0
Cross-Domain Sequential Recommendation via Neural Process—0
Generate and Instantiate What You Prefer: Text-Guided Diffusion for Sequential Recommendation—0
Intent-Enhanced Data Augmentation for Sequential Recommendation—0
Show:102550
← PrevPage 11 of 23Next →

No leaderboard results yet.