Viet Huynh

Lecturer, Edith Cowan University

Joined

April 2017

Names

Viet Huynh

Emails

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

****@gmail.com (Confirmed)

****@monash.edu (Confirmed)

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

Personal Links

DBLP

Career & Education History

Lecturer

Edith Cowan University (ecu.edu.au)

2024 – Present

Postdoc

Monash University (monash.edu)

2018 – 2023

Postdoc

Deakin University (deakin.edu.au)

2017 – 2018

PhD student

Deakin University (deakin.edu.au)

2013 – 2017

Advisors, Relations & Conflicts

PhD Advisor

Dinh Phung

2013 – 2017

Expertise

No areas of expertise listed

Publications

Topic Modelling Meets Deep Neural Networks: A Survey
He Zhao, Dinh Phung, Viet Huynh, Yuan Jin, Lan Du, Wray L. Buntine
- 2021 (modified: 16 May 2023)
- CoRR 2021
- Readers: Everyone
Neural Topic Model via Optimal Transport
He Zhao, Dinh Phung, Viet Huynh, Trung Le, Wray L. Buntine
- 2021 (modified: 17 Nov 2022)
- ICLR 2021
- Readers: Everyone
Improved and Efficient Text Adversarial Attacks using Target Information
Mahmoud Hossam, Trung Le, He Zhao, Viet Huynh, Dinh Phung
- 2021 (modified: 17 Nov 2022)
- CoRR 2021
- Readers: Everyone
Text Generation with Deep Variational GAN
Mahmoud Hossam, Trung Le, Michael Papasimeon, Viet Huynh, Dinh Phung
- 2021 (modified: 17 Nov 2022)
- CoRR 2021
- Readers: Everyone
On efficient multilevel Clustering via Wasserstein distances
Viet Huynh, Nhat Ho, Nhan Dam, XuanLong Nguyen, Mikhail Yurochkin, Hung Bui, Dinh Q. Phung
- 2021 (modified: 24 Apr 2023)
- J. Mach. Learn. Res. 2021
- Readers: Everyone
Optimal Transport for Deep Generative Models: State of the Art and Research Challenges
Viet Huynh, Dinh Q. Phung, He Zhao
- 2021 (modified: 24 Apr 2023)
- IJCAI 2021
- Readers: Everyone
Topic Modelling Meets Deep Neural Networks: A Survey
He Zhao, Dinh Q. Phung, Viet Huynh, Yuan Jin, Lan Du, Wray L. Buntine
- 2021 (modified: 24 Apr 2023)
- IJCAI 2021
- Readers: Everyone
Neural Topic Model via Optimal Transport
He Zhao, Dinh Phung, Viet Huynh, Trung Le, Wray Buntine
- Published: 12 Jan 2021, Last Modified: 03 Apr 2024
- ICLR 2021 Spotlight
- Readers: Everyone
OTLDA: A Geometry-aware Optimal Transport Approach for Topic Modeling
Viet Huynh, He Zhao, Dinh Phung
- 2020 (modified: 16 May 2023)
- NeurIPS 2020
- Readers: Everyone
Neural Sinkhorn Topic Model
He Zhao, Dinh Phung, Viet Huynh, Trung Le, Wray L. Buntine
- 2020 (modified: 17 Nov 2022)
- CoRR 2020
- Readers: Everyone

View all 24 publications

Viet Huynh

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors