M
Mengyue Liu
Researcher at Xi'an Jiaotong University
Publications - 6
Citations - 207
Mengyue Liu is an academic researcher from Xi'an Jiaotong University. The author has contributed to research in topics: Microblogging & DrugBank. The author has an hindex of 5, co-authored 6 publications receiving 88 citations.
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SMR: Medical Knowledge Graph Embedding for Safe Medicine Recommendation
TL;DR: Wang et al. as discussed by the authors proposed a framework called Safe Medicine Recommendation (SMR), which first constructs a high-quality heterogeneous graph by bridging EMRs (MIMIC-III) and medical knowledge graphs (ICD-9 ontology and DrugBank).
Posted Content
Safe Medicine Recommendation via Medical Knowledge Graph Embedding
TL;DR: Safe Medicine Recommendation (SMR) is the first to learn embeddings of a patient-disease-medicine graph for medicine recommendation in the world and jointly embeds diseases, medicines, patients, and their corresponding relations into a shared lower dimensional space.
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SMR: Medical Knowledge Graph Embedding for Safe Medicine Recommendation
TL;DR: Safe Medicine Recommendation (SMR) is the first to learn embeddings of a patient-disease-medicine graph for medicine recommendation in the world and jointly embeds diseases, medicines, patients, and their corresponding relations into a shared lower dimensional space.
Journal ArticleDOI
Semi-supervised clue fusion for spammer detection in Sina Weibo
TL;DR: A novel approach called Semi-Supervised Clue Fusion (SSCF) is proposed to conduct effective spammer detection in Sina Weibo and shows that this approach significantly outperforms state-of-the-art baselines.
Journal ArticleDOI
AHNG: Representation learning on attributed heterogeneous network
TL;DR: A unified embedding model which represents each node in an AHN with a G aussian distribution (AHNG), which fuses multi-type nodes/links and diverse attributes through a two-layer neural network and captures the uncertainty by embedding nodes as Gaussian distributions.