Squential Recommendation and Session-based Recommendation
| Conference | Title | Links |
|---|---|---|
| ICDM '18 | SASrec : Self-Attentive Sequential Recommendation [paper] [code] | notion |
| CIKM '20 | Star Graph Neural Networks for Session-based Recommendation [paper] [code] | notion |
| SIGIR '20 (short) | TAGNN: Target Attentive Graph Neural Networks for Session-based Recommendation [paper] [code] | notion |
| SIGIR '20 | LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation [paper] [code] | notion |
| KDD '20 | Handling Information Loss of Graph Neural Networks for Session-based Recommendation [paper] [code] | notion |
| RecSys '20 | Long-tail Session-based Recommendation [paper] | iislab seminar |
| AAAI '21 | Graph-Enhanced Multi-Task Learning of Multi-Level Transition Dynamics for Session-based Recommendation [paper] [code] | iislab seminar |
| WWW '21 | DGCN: Diversified Recommendation with Graph Convolution Networks [paper] [code] | iislab seminar |
| arXiv '21 | Improved Representation Learning for Session-based Recommendation [paper] [code] | iislab seminar |
| SIGIR '21 | Sequential Recommendation with Graph Neural Networks [paper] [code] (tensorflow) | notion |
| SIGIR '21 | Dual Attention Transfer in Session-based Recommendation with Multi-dimensional Integration [paper] | iislab seminar |
| CIKM '21 (short) | CauSeR: Causal Session-based Recommendations for Handling Popularity Bias [paper] | notion |
| AAAI '22 DGL (workshop) | SR-GCL: Session-Based Recommendation with Global Context Enhanced Augmentation in Contrastive Learning [paper] | iislab seminar |
| SIGIR '22 | Are Graph Augmentations Necessary? Simple Graph Contrastive Learning for Recommendation [paper] [code] | iislab seminar |
| SIGIR '22 | Multi-Faceted Global Item Relation Learning for Session-Based Recommendation [paper] [code] | iislab seminar |
| SIGIR '22 (short) | CORE: Simple and Effective Session-based Recommendation within Consistent Representation Space [paper] [code] | iislab seminar |
| CIKM '22 | A Relevant and Diverse Retrieval-enhanced Data Augmentation Framework for Sequential Recommendation [paper] | notion |
| CIKM '22 | Memory Bank Augmented Long-tail Sequential Recommendation [paper] [code] | iislab seminar |
| Conference | Title | Links |
|---|---|---|
| ICRL 2021 | Long-tail Learning via Logit Adjustment [paper] [code] | notion |