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danielemalitesta authored Nov 21, 2023
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| An Out-of-the-Box Application for Reproducible Graph Collaborative Filtering extending the Elliot Framework | [link](https://sisinflab.github.io/tutorial-gnns-recsys-log2023/assets/papers/UMAP.pdf) | [link](https://sisinflab.github.io/tutorial-gnns-recsys-log2023/assets/slides/UMAP.pdf) | [link](https://github.com/sisinflab/Graph-Demo) | UMAP/GLB @ KDD | 2023 |
| Challenging the Myth of Graph Collaborative Filtering: a Reasoned and Reproducibility-driven Analysis | [link](https://sisinflab.github.io/tutorial-gnns-recsys-log2023/assets/papers/RecSys.pdf) | [link](https://sisinflab.github.io/tutorial-gnns-recsys-log2023/assets/slides/RecSys.pdf) | [link](https://github.com/sisinflab/Graph-RSs-Reproducibility) | RecSys | 2023 |
| A Topology-aware Analysis of Graph Collaborative Filtering | [link](https://sisinflab.github.io/tutorial-gnns-recsys-log2023/assets/papers/arXiv.pdf) | | [link](https://github.com/sisinflab/Graph-Characteristics) | arXiv | 2023 |
| Disentangling the Performance Puzzle of Multimodal-aware Recommender Systems | [link](https://sisinflab.github.io/tutorial-gnns-recsys-log2023/assets/papers/KDD.pdf) | [link](https://sisinflab.github.io/tutorial-gnns-recsys-log2023/assets/slides/KDD.pdf) | EvalRS@KDD | 2023 |
| On Popularity Bias of Multimodal-aware Recommender Systems: a Modalities-driven Analysis | [link](https://sisinflab.github.io/tutorial-gnns-recsys-log2023/assets/papers/MM.pdf) | [link](https://sisinflab.github.io/tutorial-gnns-recsys-log2023/assets/slides/MMIR.pdf) | [link](https://github.com/sisinflab/MultiMod-Popularity-Bias) | MMIR @ MM | 2023 |
| Formalizing Multimedia Recommendation through Multimodal Deep Learning | [link](https://sisinflab.github.io/tutorial-gnns-recsys-log2023/assets/papers/TORS.pdf) | | [link](https://github.com/sisinflab/Formal-MultiMod-Rec) | arXiv | 2023 |

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