Tu Dinh Nguyen

Postdoc, Deakin University

Joined

November 2016

Names

Tu Dinh Nguyen (Preferred)

Emails

****@gmail.com (Confirmed)

****@deakin.edu.au (Confirmed)

Personal Links

Career & Education History

Postdoc

Deakin University (deakin.edu.au)

2015 – Present

PhD student

Deakin University (deakin.edu.au)

2012 – 2015

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

QuatRE: Relation-Aware Quaternions for Knowledge Graph Embeddings
Dai Quoc Nguyen, Thanh Vu, Tu Dinh Nguyen, Dinh Phung
- 28 Sept 2020 (modified: 12 Oct 2025)
- ICLR 2021 Conference Withdrawn Submission
- Readers: Everyone
A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization
Dai Quoc Nguyen, Thanh Vu, Tu Dinh Nguyen, Dat Quoc Nguyen, Dinh Q. Phung
- 2019 (modified: 12 Nov 2022)
- NAACL-HLT (1) 2019
- Readers: Everyone
A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network
Dai Quoc Nguyen, Tu Dinh Nguyen, Dat Quoc Nguyen, Dinh Q. Phung
- 2018 (modified: 19 Oct 2021)
- NAACL-HLT (2) 2018
- Readers: Everyone
Robust Bayesian Kernel Machine via Stein Variational Gradient Descent for Big Data
Khanh Nguyen, Trung Le, Tu Dinh Nguyen, Dinh Q. Phung, Geoffrey I. Webb
- 2018 (modified: 12 Nov 2022)
- KDD 2018
- Readers: Everyone
Geometric Enclosing Networks
Trung Le, Hung Vu, Tu Dinh Nguyen, Dinh Q. Phung
- 2018 (modified: 10 Nov 2022)
- IJCAI 2018
- Readers: Everyone
Large-scale Online Kernel Learning with Random Feature Reparameterization
Tu Dinh Nguyen, Trung Le, Hung Bui, Dinh Q. Phung
- 2017 (modified: 10 Nov 2022)
- IJCAI 2017
- Readers: Everyone
Dual Space Gradient Descent for Online Learning
Trung Le, Tu Dinh Nguyen, Vu Nguyen, Dinh Q. Phung
- 2016 (modified: 11 Nov 2022)
- NIPS 2016
- Readers: Everyone
Tensor-Variate Restricted Boltzmann Machines
Tu Dinh Nguyen, Truyen Tran, Dinh Q. Phung, Svetha Venkatesh
- 2015 (modified: 16 Jul 2019)
- AAAI 2015
- Readers: Everyone