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 |