Siwei Liu

A Heterogeneous Graph Neural Model for Cold-start Recommendation

Siwei Liu, Iadh Ounis, Craig Macdonald et al. · 2020 · 108 citations · Full text

Computing, Computer Science, Data Mining +15

Graph Neural Pre-training for Recommendation with Side Information

Siwei Liu, Zaiqiao Meng, Craig Macdonald et al. · ACM Transactions on Information Systems · 2022 · 47 citations

Computing, Computer Science, Knowledge Representation +8

Messages are Never Propagated Alone: Collaborative Hypergraph Neural Network for Time-Series Forecasting

Nan Yin, Li Shen, Huan Xiong et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2023 · 40 citations

Computing, Data Science, Forecasting +16

Sequence pre-training-based graph neural network for predicting lncRNA-miRNA associations

Zixiao Wang, Shiyang Liang, Siwei Liu et al. · Briefings in Bioinformatics · 2023 · 30 citations

Life Sciences, Bioinformatics, Molecular Biology +17

BETA-Rec: Build, Evaluate and Tune Automated Recommender Systems

Zaiqiao Meng, Richard McCreadie, Craig Macdonald et al. · 2020 · 15 citations · Full text

Computing, Computer Science, Machine Learning +11