A heterogeneous graph neural model for cold-start recommendation S Liu, I Ounis, C Macdonald, Z Meng Proceedings of the 43rd international ACM SIGIR conference on research and …, 2020 | 81 | 2020 |
Graph neural pre-training for recommendation with side information S Liu, Z Meng, C Macdonald, I Ounis ACM Transactions on Information Systems 41 (3), 1-28, 2023 | 25* | 2023 |
Beta-rec: Build, evaluate and tune automated recommender systems Z Meng, R McCreadie, C Macdonald, I Ounis, S Liu, Y Wu, X Wang, ... Proceedings of the 14th ACM Conference on Recommender Systems, 588-590, 2020 | 12 | 2020 |
An mlp-based algorithm for efficient contrastive graph recommendations S Liu, I Ounis, C Macdonald Proceedings of the 45th International ACM SIGIR Conference on Research and …, 2022 | 7 | 2022 |
Social Regularisation in a BPR-based Venue Recommendation Systems S Liu, I Ounis, C Macdonald | 3 | 2019 |
Effective graph representation learning for ranking-based recommendation S Liu University of Glasgow, 2023 | 1 | 2023 |
Enhancing Graph Neural Networks for Recommender Systems S Liu Proceedings of the 43rd International ACM SIGIR Conference on Research and …, 2020 | 1 | 2020 |
HMCDA: a novel method based on the heterogeneous graph neural network and metapath for circRNA-disease associations prediction S Liang, S Liu, J Song, Q Lin, S Zhao, S Li, J Li, S Liang, J Wang BMC bioinformatics 24 (1), 1-13, 2023 | | 2023 |
Sequence pre-training-based graph neural network for predicting lncRNA-miRNA associations Z Wang, S Liang, S Liu, Z Meng, J Wang, S Liang Briefings in Bioinformatics, bbad317, 2023 | | 2023 |
Leveraging Relational Graph Neural Network for Transductive Model Ensemble Z Hu, J Zhang, H Wang, S Liu, S Liang Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | | 2023 |
School of Computing Science I Ounis, R Murray-Smith, J Jose, C MacDonald, N Pugeault, P Siebert, ... | | 2023 |
Parameter Tuning of Reranking-based Diversification Algorithms using Total Curvature Analysis S Puthiya Parambath, S Liu, C Anagnostopoulos, R Murray-Smith, I Ounis Proceedings of the 2022 ACM SIGIR International Conference on Theory of …, 2022 | | 2022 |