Research graph
References from GSMRecIT: A graph-based multi-task sequential recommender for simultaneous prediction of next item, interval, and duration. Local targets link to admitted publications; unresolved targets remain external evidence.
Live streaming recommendations based on dynamic representation learning
10.1016/j.dss.2023.113957 · 2023 · External reference
An empirical study of content-based recommendation systems in mobile app markets
10.1016/j.dss.2023.113954 · 2023 · External reference
Neural Attentive Session-based Recommendation
2017 · External reference
Session-Based Recommendation with Graph Neural Networks
2019 · External reference
GC-HGNN: A global-context supported hypergraph neural network for enhancing session-based recommendation
10.1016/j.elerap.2022.101129 · 2022 · External reference
Purpose tendency-aware diversified strategy for effective session-based recommendation
10.1016/j.elerap.2022.101235 · 2023 · External reference
Integration of short and long-term interests: A preference aware session-based recommender
2024 · External reference
Gated Graph Sequence Neural Networks
2016 · External reference
Personalized top-N sequential recommendation via convolutional sequence embedding
2018 · External reference
MGAT: Multimodal Graph Attention Network for Recommendation
10.1016/j.ipm.2020.102277 · 2020 · External reference
Sequential Recommendation with Graph Neural Networks
2021 · External reference
Sequential/Session-based Recommendations: Challenges, Approaches, Applications and Opportunities
2022 · External reference
Time-aware sequence model for next-item recommendation
10.1007/s10489-020-01820-2 · 2021 · External reference
Neural Survival Recommender
2017 · External reference
Adaptive time series prediction and recommendation
10.1016/j.ipm.2021.102494 · 2021 · External reference
Memory Augmented Graph Neural Networks for Sequential Recommendation
2020 · External reference
Graph Learning based Recommender Systems: A Review
2021 · External reference
CaSe4SR: Using category sequence graph to augment session-based recommendation
10.1016/j.knosys.2020.106558 · 2021 · External reference
Enhancing session-based social recommendation through item graph embedding and contextual friendship modeling
10.1016/j.neucom.2020.08.023 · 2021 · External reference
SybilHunter: Hybrid graph-based sybil detection by aggregating user behaviors
10.1016/j.neucom.2021.07.106 · 2022 · External reference
A Survey on Accuracy-Oriented Neural Recommendation: From Collaborative Filtering to Information-Rich Recommendation
2023 · External reference
Recurrent Recommender Networks
2017 · External reference
Sequential User-based Recurrent Neural Network Recommendations
2017 · External reference
Attention is All you Need
2017 · External reference
Self-Attentive Sequential Recommendation
2018 · External reference
Next Item Recommendation with Self-Attentive Metric Learning
2019 · External reference
BERT4Rec: Sequential recommendation with bidirectional encoder representations from transformer
2019 · External reference
Graph Contextualized Self-Attention Network for Session-based Recommendation
2019 · External reference
Time Interval Aware Self-Attention for Sequential Recommendation
2020 · External reference
Deep Time-Aware Item Evolution Network for Click-Through Rate Prediction
2020 · External reference
Déjà vu: A Contextualized Temporal Attention Mechanism for Sequential Recommendation
2020 · External reference
MEANTIME: Mixture of attention mechanisms with multi-temporal embeddings for sequential recommendation, in: Proceedings of the 14th
2020 · External reference
TiM4Rec: An efficient sequential recommendation model based on time-aware structured state space duality model
10.1016/j.neucom.2025.131270 · 2025 · External reference
Filter-enhanced MLP is all you need for sequential recommendation
2022 · External reference
An attentive inductive bias for sequential recommendation beyond the self-attention
2024 · External reference
Mamba4rec: Towards efficient sequential recommendation with selective state space models
2024 · External reference
SIGMA: Selective Gated Mamba for Sequential Recommendation
2025 · External reference
Recommendation on Live-Streaming Platforms: Dynamic Availability and Repeat Consumption
2021 · External reference
Session-based Recommendations with Recurrent Neural Networks
2016 · External reference
Time interval aware selfattention for sequential recommendation
2020 · External reference
Context and Attribute-Aware Sequential Recommendation via Cross-Attention
2022 · External reference
Linear recurrent units for sequential recommendation
2024 · External reference
Time-aware sequence model for next-item recommendation
10.1007/s10489-020-01820-2 · ExternalCitation · doi-reference
An empirical study of content-based recommendation systems in mobile app markets
10.1016/j.dss.2023.113954 · ExternalCitation · doi-reference
Live streaming recommendations based on dynamic representation learning
10.1016/j.dss.2023.113957 · ExternalCitation · doi-reference
GC-HGNN: A global-context supported hypergraph neural network for enhancing session-based recommendation
10.1016/j.elerap.2022.101129 · ExternalCitation · doi-reference
Purpose tendency-aware diversified strategy for effective session-based recommendation
10.1016/j.elerap.2022.101235 · ExternalCitation · doi-reference
MGAT: Multimodal Graph Attention Network for Recommendation
10.1016/j.ipm.2020.102277 · ExternalCitation · doi-reference
Adaptive time series prediction and recommendation
10.1016/j.ipm.2021.102494 · ExternalCitation · doi-reference
CaSe4SR: Using category sequence graph to augment session-based recommendation
10.1016/j.knosys.2020.106558 · ExternalCitation · doi-reference
Enhancing session-based social recommendation through item graph embedding and contextual friendship modeling
10.1016/j.neucom.2020.08.023 · ExternalCitation · doi-reference
SybilHunter: Hybrid graph-based sybil detection by aggregating user behaviors
10.1016/j.neucom.2021.07.106 · ExternalCitation · doi-reference
TiM4Rec: An efficient sequential recommendation model based on time-aware structured state space duality model
10.1016/j.neucom.2025.131270 · ExternalCitation · doi-reference
