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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
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Posts
Nesterov Momentum meets Neural Ordinary Differential Equations
Published:
Our work at NeurIPS 2022, titled “Improving Neural Ordinary Differential Equations with Nesterov’s Accelerated Gradient Method,” focuses on improving the efficiency of Neural Ordinary Differential Equations, which is a recent type of machine learning model at the intersection of neural networks and differential equations.
Proof for the graph diffusion equation in GRAND: Graph Neural Diffusion
Published:
When I read the GRAND: Graph Neural Diffusion (arxiv) by Chamberlain et al., I had problems following section 3.1. Graph diffusion equation because the derivation steps of the final equation is not very clear
Cách mình tự ôn tập để đạt 8.5 IELTS (Vietnamese)
Published:
Gần đây mình mới thi IELTS Academic và mình đã được 8.5/9, cụ thể là
Summary for “Generic Database Cost Models for Hierarchical Memory Systems”
Published:
This is my summary for the paper Generic Database Cost Models for Hierarchical Memory Systems.
Summary for “Neo: A Learned Query Optimizer”
Published:
This is my summary of the paper Neo: A Learned Query Optimizer. It is a paper aiming for the vision of learned components in DMBS.
portfolio
Portfolio item number 1
Short description of portfolio item number 1
Portfolio item number 2
Short description of portfolio item number 2
publications
Towards a Robust Wi-Fi-based Fall Detection System with Adversarial Data Augmentation
Published in The 54th Annual Conference on Information Sciences and Systems 2020, 2020
Recommended citation: Tuan-Duy Nguyen, Huu-Nghia H. Nguyen (2020). "Towards a Robust Wi-Fi-based Fall Detection System with Adversarial Data Augmentation" CISS 2020. 1(1). https://ieeexplore.ieee.org/abstract/document/9086250
Recognizing Families through Images with Pretrained Encoder
Published in 2020 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020), 2020
Recommended citation: Nguyen et al. (2020). "Recognizing Families through Images with Pretrained Encoder." FG 2020. 1(2). https://www.computer.org/csdl/proceedings-article/fg/2020/307900a823/1kecJ0hqhKo
Improving Neural Ordinary Differential Equations with Nesterov’s Accelerated Gradient Method
Published in 36th Conference on Neural Information Processing Systems (NeurIPS 2022), 2022
Recommended citation: Nguyen et al. (2022). "Improving Neural Ordinary Differential Equations with Nesterov’s Accelerated Gradient Method." NeurIPS 2022. 1(2). http://nghiahhnguyen.github.io/files/NesterovNODE.pdf
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.