Guillaume Salha-Galvan

36 papers A* 4A 8Journal 20Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
IDProxy: Cold-Start CTR Prediction for Ads and Recommendation at Xiaohongshu with Multimodal LLMs.
CoRR
Yubin Zhang, Haiming Xu, Guillaume Salha-Galvan, Ruiyan Han, Feiyang Xiao, Yanhua Huang, Li Lin, Yang Luo, Yao Hu
2026 J jnl
MusicSem: A Semantically Rich Language-Audio Dataset of Natural Music Descriptions.
CoRR
Rebecca Salganik, Teng Tu, Fei-Yueh Chen, Xiaohao Liu, Keifeng Lu, Ethan Luvisia, Zhiyao Duan, Guillaume Salha-Galvan, Anson Kahng, Yunshan Ma, Jian Kang
2025 A conf
EARL: The 2nd Workshop on Evaluating and Applying Recommender Systems with Large Language Models.
RecSys
Irene Li, Ruihai Dong, Guillaume Salha-Galvan, Aonghus Lawlor, Dairui Liu, Lei Li
2025 A* conf
Exploring Large Action Sets with Hyperspherical Embeddings using von Mises-Fisher Sampling.
ICML
Walid Bendada, Guillaume Salha-Galvan, Romain Hennequin, Théo Bontempelli, Thomas Bouabça, Tristan Cazenave
2025 J jnl
Exploring Large Action Sets with Hyperspherical Embeddings using von Mises-Fisher Sampling.
CoRR
Walid Bendada, Guillaume Salha-Galvan, Romain Hennequin, Théo Bontempelli, Thomas Bouabça, Tristan Cazenave
2025 J jnl
FairExpand: Individual Fairness on Graphs with Partial Similarity Information.
CoRR
Rebecca Salganik, Yibin Wang, Guillaume Salha-Galvan, Jian Kang
2025 — conf
To Share or Not to Share: Investigating Weight Sharing in Variational Graph Autoencoders.
WWW (Companion Volume)
Guillaume Salha-Galvan, Jiaying Xu
2025 J jnl
To Share or Not to Share: Investigating Weight Sharing in Variational Graph Autoencoders.
CoRR
Guillaume Salha-Galvan, Jiaying Xu
2024 A conf
Do Recommender Systems Promote Local Music? A Reproducibility Study Using Music Streaming Data.
RecSys
Kristina Matrosova, Lilian Marey, Guillaume Salha-Galvan, Thomas Louail, Olivier Bodini, Manuel Moussallam
2024 J jnl
Do Recommender Systems Promote Local Music? A Reproducibility Study Using Music Streaming Data.
CoRR
Kristina Matrosova, Lilian Marey, Guillaume Salha-Galvan, Thomas Louail, Olivier Bodini, Manuel Moussallam
2024 — conf
Let's Get It Started (Again!): Fostering the Discoverability of New Releases on Deezer.
MuRS@RecSys
Léa Briand, Théo Bontempelli, Walid Bendada, Mathieu Morlon, François Rigaud, Benjamin Chapus, Thomas Bouabça, Guillaume Salha-Galvan
2024 — conf
Let's Get It Started: Fostering the Discoverability of New Releases on Deezer.
ECIR (5)
Léa Briand, Théo Bontempelli, Walid Bendada, Mathieu Morlon, François Rigaud, Benjamin Chapus, Thomas Bouabça, Guillaume Salha-Galvan
2024 J jnl
Let's Get It Started: Fostering the Discoverability of New Releases on Deezer.
CoRR
Léa Briand, Théo Bontempelli, Walid Bendada, Mathieu Morlon, François Rigaud, Benjamin Chapus, Thomas Bouabça, Guillaume Salha-Galvan
2024 A conf
Transformers Meet ACT-R: Repeat-Aware and Sequential Listening Session Recommendation.
RecSys
Viet-Anh Tran, Guillaume Salha-Galvan, Bruno Sguerra, Romain Hennequin
2024 J jnl
Transformers Meet ACT-R: Repeat-Aware and Sequential Listening Session Recommendation.
CoRR
Viet-Anh Tran, Guillaume Salha-Galvan, Bruno Sguerra, Romain Hennequin
2023 A* conf
A Scalable Framework for Automatic Playlist Continuation on Music Streaming Services.
SIGIR
Walid Bendada, Guillaume Salha-Galvan, Thomas Bouabça, Tristan Cazenave
2023 J jnl
A Scalable Framework for Automatic Playlist Continuation on Music Streaming Services.
CoRR
Walid Bendada, Guillaume Salha-Galvan, Thomas Bouabça, Tristan Cazenave
2023 A* conf
Attention Mixtures for Time-Aware Sequential Recommendation.
SIGIR
Viet-Anh Tran, Guillaume Salha-Galvan, Bruno Sguerra, Romain Hennequin
2023 J jnl
Attention Mixtures for Time-Aware Sequential Recommendation.
CoRR
Viet-Anh Tran, Guillaume Salha-Galvan, Bruno Sguerra, Romain Hennequin
2023 A conf
On the Consistency of Average Embeddings for Item Recommendation.
RecSys
Walid Bendada, Guillaume Salha-Galvan, Romain Hennequin, Thomas Bouabça, Tristan Cazenave
2023 J jnl
On the Consistency of Average Embeddings for Item Recommendation.
CoRR
Walid Bendada, Guillaume Salha-Galvan, Romain Hennequin, Thomas Bouabça, Tristan Cazenave
2023 A conf
Track Mix Generation on Music Streaming Services using Transformers.
RecSys
Walid Bendada, Théo Bontempelli, Mathieu Morlon, Benjamin Chapus, Thibault Cador, Thomas Bouabça, Guillaume Salha-Galvan
2023 J jnl
Track Mix Generation on Music Streaming Services using Transformers.
CoRR
Walid Bendada, Théo Bontempelli, Mathieu Morlon, Benjamin Chapus, Thibault Cador, Thomas Bouabça, Guillaume Salha-Galvan
2022 J jnl
Contributions to Representation Learning with Graph Autoencoders and Applications to Music Recommendation.
CoRR
Guillaume Salha-Galvan
2022 A conf
Flow Moods: Recommending Music by Moods on Deezer.
RecSys
Théo Bontempelli, Benjamin Chapus, François Rigaud, Mathieu Morlon, Marin Lorant, Guillaume Salha-Galvan
2022 J jnl
Flow Moods: Recommending Music by Moods on Deezer.
CoRR
Théo Bontempelli, Benjamin Chapus, François Rigaud, Mathieu Morlon, Marin Lorant, Guillaume Salha-Galvan
2022 J jnl
Modularity-Aware Graph Autoencoders for Joint Community Detection and Link Prediction.
CoRR
Guillaume Salha-Galvan, Johannes F. Lutzeyer, George Dasoulas, Romain Hennequin, Michalis Vazirgiannis
2022 J jnl
Modularity-aware graph autoencoders for joint community detection and link prediction.
Neural Networks
Guillaume Salha-Galvan, Johannes F. Lutzeyer, George Dasoulas, Romain Hennequin, Michalis Vazirgiannis
2022 J jnl
New Frontiers in Graph Autoencoders: Joint Community Detection and Link Prediction.
CoRR
Guillaume Salha-Galvan, Johannes F. Lutzeyer, George Dasoulas, Romain Hennequin, Michalis Vazirgiannis
2021 A* conf
A Semi-Personalized System for User Cold Start Recommendation on Music Streaming Apps.
KDD
Léa Briand, Guillaume Salha-Galvan, Walid Bendada, Mathieu Morlon, Viet-Anh Tran
2021 J jnl
A Semi-Personalized System for User Cold Start Recommendation on Music Streaming Apps.
CoRR
Léa Briand, Guillaume Salha-Galvan, Walid Bendada, Mathieu Morlon, Viet-Anh Tran
2021 A conf
Cold Start Similar Artists Ranking with Gravity-Inspired Graph Autoencoders.
RecSys
Guillaume Salha-Galvan, Romain Hennequin, Benjamin Chapus, Viet-Anh Tran, Michalis Vazirgiannis
2021 J jnl
Cold Start Similar Artists Ranking with Gravity-Inspired Graph Autoencoders.
CoRR
Guillaume Salha-Galvan, Romain Hennequin, Benjamin Chapus, Viet-Anh Tran, Michalis Vazirgiannis
2021 A conf
Hierarchical Latent Relation Modeling for Collaborative Metric Learning.
RecSys
Viet-Anh Tran, Guillaume Salha-Galvan, Romain Hennequin, Manuel Moussallam
2021 J jnl
Hierarchical Latent Relation Modeling for Collaborative Metric Learning.
CoRR
Viet-Anh Tran, Guillaume Salha-Galvan, Romain Hennequin, Manuel Moussallam
2021 — conf
Modéliser la perception des genres musicaux à travers différentes cultures à partir de ressources linguistiques (Modeling the Music Genre Perception across Language-Bound Cultures ).
TALN (1)
Elena V. Epure, Guillaume Salha-Galvan, Manuel Moussallam, Romain Hennequin