Modeling Relational Data with Graph Convolutional Networks

• Spatial Link Prediction: Learning topological relationships in MEP systems

  2025 Advanced Engineering Informatics article Engineering BIM and Construction Integration Open access

  8

  citations
• DPD (DePression Detection) Net: a deep neural network for multimodal depression detection

  2024 Health Information Science and Systems article Psychology Emotion and Mood Recognition Open access

  24

  citations
• Towards Empathetic Conversational Recommender Systems

  2024 ACM Conference on Recommender Systems (RecSys) conference-paper Computer Science Recommender Systems and Techniques Open access

  25

  citations
• Optimizing Building Energy Systems through BIM-enabled georeferenced Digital Twins

  2024 ˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences article Engineering BIM and Construction Integration Open access

  5

  citations
• Scalable Semi-Supervised Graph Learning Techniques for Anti Money Laundering

  2024 IEEE Access article Social Sciences Crime, Illicit Activities, and Governance Open access

  35

  citations
• SEDAR: A Semantic Data Reservoir for Heterogeneous Datasets

  2023 ACM International Conference on Information and Knowledge Management (CIKM) conference-paper Computer Science Semantic Web and Ontologies Open access cited by 5 patents

  11

  citations
• Iteratively Learning Representations for Unseen Entities with Inter-Rule Correlations

  2023 ACM International Conference on Information and Knowledge Management (CIKM) conference-paper Computer Science Advanced Graph Neural Networks Open access

  1

  citations
• Graph Neural Network Encoder for Layout Planning and Scheduling in Line-less Mobile Assembly Systems

  2023 Procedia CIRP article Engineering Scheduling and Optimization Algorithms Open access

  0

  citations
• MultiGML: Multimodal Graph Machine Learning for Prediction of Adverse Drug Events

  2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Computational Drug Discovery Methods Open access

  3

  citations
• Multiscale interactome analysis coupled with off-target drug predictions reveals drug repurposing candidates for human coronavirus disease

  2021 Scientific Reports article Computer Science Computational Drug Discovery Methods Open access cited by 1 patent

  27

  citations
• The Logic of Graph Neural Networks

  2021 Proceedings - Symposium on Logic in Computer Science conference-paper Computer Science Advanced Graph Neural Networks Open access

  50

  citations
• Approximate Knowledge Graph Query Answering: From Ranking to Binary Classification

  2021 Lecture notes in computer science conference-paper Computer Science Advanced Graph Neural Networks Open access

  1

  citations
• word2vec, node2vec, graph2vec, X2vec: Towards a Theory of Vector Embeddings of Structured Data

  2020 ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems (PODS) conference-paper Computer Science Advanced Graph Neural Networks Open access cited by 2 patents

  179

  citations

13 results