Scholar
Dai Quoc Nguyen
Google Scholar ID: AmB7MhUAAAAJ
Oracle Corporation
Citations & Impact
Citations
2,625
H-index
19
i10-index
23
Publications
20
Co-authors
0
Publications
Resume (English only)
Academic Achievements
- Paper 'Two-view Graph Neural Networks for Knowledge Graph Completion' accepted to ESWC 2023
- Papers 'Universal Graph Transformer Self-Attention Networks' and 'QuatRE: Relation-Aware Quaternions for Knowledge Graph Embeddings' accepted to Poster and Demo Track at The ACM Web Conference 2022
- Paper 'ReGVD: Revisiting Graph Neural Networks for Vulnerability Detection' accepted to ICSE 2022 Demonstrations
- Paper 'Node Co-occurrence based Graph Neural Networks for Knowledge Graph Link Prediction' to appear in Proceedings of WSDM 2022 Demonstrations
- Paper 'Automatic Post-Editing for Vietnamese' accepted to ALTA 2021
- Paper 'Quaternion Graph Neural Networks' accepted to ACML 2021 (long oral presentation)
- Paper 'A Capsule Network-based Model for Learning Node Embeddings' accepted to CIKM 2020 (Poster)
- Paper 'A Self-Attention Network based Node Embedding Model' accepted to ECML-PKDD 2020
- Paper 'A Relational Memory-based Embedding Model for Triple Classification and Search Personalization' accepted to ACL 2020
- Paper 'A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization' accepted to NAACL 2019
- Paper 'A Convolutional Neural Network-based Model for Knowledge Base Completion and Its Application to Search Personalization' published in Semantic Web Journal
- Released PyTorch implementations including SimQGNN, GNN-NoGE, Graph Transformer variants, ConvKB (NAACL 2018), R-MeN (ACL 2020), etc.
- PhD thesis entitled 'Representation Learning for Graph-Structured Data'
- Served as an expert reviewer for ICML 2021
- Top 10% high-scoring reviewer at NeurIPS 2020
- Extended abstracts of multiple papers accepted to NeurIPS 2020 non-archival workshop DiffGeo4DL
Co-authors