متابعة
Guillaume Salha-Galvan
Guillaume Salha-Galvan
أسماء أخرىGuillaume Salha
Deezer Research / LIX, École Polytechnique
بريد إلكتروني تم التحقق منه على lix.polytechnique.fr - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Gravity-Inspired Graph Autoencoders for Directed Link Prediction‏
G Salha-Galvan, S Limnios, R Hennequin, VA Tran, M Vazirgiannis‏
28th ACM International Conference on Information and Knowledge Management, 2019‏
1182019
Keep It Simple: Graph Autoencoders Without Graph Convolutional Networks‏
G Salha, R Hennequin, M Vazirgiannis‏
NeurIPS 2019 Workshop on Graph Representation Learning, 2019‏
772019
Simple and Effective Graph Autoencoders with One-Hop Linear Models‏
G Salha-Galvan, R Hennequin, M Vazirgiannis‏
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2021‏
702021
Carousel Personalization in Music Streaming Apps with Contextual Bandits‏
W Bendada, G Salha-Galvan, T Bontempelli‏
14th ACM Conference on Recommender Systems, 2020‏
662020
Modularity-Aware Graph Autoencoders for Joint Community Detection and Link Prediction‏
G Salha-Galvan, JF Lutzeyer, G Dasoulas, R Hennequin, M Vazirgiannis‏
Neural Networks 153 (2022), 474-495, 2022‏
592022
A Semi-Personalized System for User Cold Start Recommendation on Music Streaming Apps‏
L Briand, G Salha-Galvan, W Bendada, M Morlon, VA Tran‏
27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021‏
472021
A Degeneracy Framework for Scalable Graph Autoencoders‏
G Salha, R Hennequin, VA Tran, M Vazirgiannis‏
28th International Joint Conference on Artificial Intelligence, 2019‏
452019
FastGAE: Scalable Graph Autoencoders with Stochastic Subgraph Decoding‏
G Salha-Galvan, R Hennequin, JB Remy, M Moussallam, M Vazirgiannis‏
Neural Networks 142 (2021), 1-19, 2021‏
36*2021
Flow Moods: Recommending Music by Moods on Deezer‏
T Bontempelli, B Chapus, F Rigaud, M Morlon, M Lorant, G Salha-Galvan‏
16th ACM Conference on Recommender Systems, 2022‏
292022
Adaptive Submodular Influence Maximization with Myopic Feedback‏
G Salha, N Tziortziotis, M Vazirgiannis‏
2018 IEEE/ACM International Conference on Advances in Social Networks …, 2018‏
262018
Attention Mixtures for Time-Aware Sequential Recommendation‏
VA Tran, G Salha-Galvan, B Sguerra, R Hennequin‏
46th International ACM SIGIR Conference on Research and Development in …, 2023‏
242023
Cold Start Similar Artists Ranking with Gravity-Inspired Graph Autoencoders‏
G Salha-Galvan, R Hennequin, B Chapus, VA Tran, M Vazirgiannis‏
15th ACM Conference on Recommender Systems, 2021‏
232021
Simple and Effective Graph Autoencoders with One-Hop Linear Models‏
G Salha-Galvan, R Hennequin, M Vazirgiannis‏
2020 European Conference on Machine Learning and Principles and Practice of …, 2020‏
16*2020
Track Mix Generation on Music Streaming Services using Transformers‏
W Bendada, T Bontempelli, M Morlon, B Chapus, T Cador, T Bouabça, ...‏
17th ACM Conference on Recommender Systems, 2023‏
112023
Hierarchical Latent Relation Modeling for Collaborative Metric Learning‏
VA Tran, G Salha-Galvan, R Hennequin, M Moussallam‏
15th ACM Conference on Recommender Systems, 2021‏
112021
Multilingual Music Genre Embeddings for Effective Cross-Lingual Music Item Annotation‏
EV Epure, G Salha-Galvan, R Hennequin‏
21st International Society for Music Information Retrieval Conference, 2020‏
112020
A Scalable Framework for Automatic Playlist Continuation on Music Streaming Services‏
W Bendada, G Salha-Galvan, T Bouabça, T Cazenave‏
46th International ACM SIGIR Conference on Research and Development in …, 2023‏
92023
Let's Get It Started: Fostering the Discoverability of New Releases on Deezer‏
L Briand, T Bontempelli, W Bendada, M Morlon, F Rigaud, B Chapus, ...‏
46th European Conference on Information Retrieval, 2024‏
82024
Modeling the Music Genre Perception Across Language-Bound Cultures‏
EV Epure, G Salha-Galvan, M Moussallam, R Hennequin‏
2020 Conference on Empirical Methods in Natural Language Processing, 2020‏
82020
Contributions to Representation Learning with Graph Autoencoders and Applications to Music Recommendation‏
G Salha-Galvan‏
École Polytechnique, Institut Polytechnique de Paris, 2022‏
42022
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مقالات 1–20