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Deep Agent for 5G Network Slicing

Posted by By tienlinhle32 October 21, 2022Posted inDeep Learning, Presentation
My presentation of the work Deep Agent for 5G Network Slicing in Mobicom 2022. I built a deep reinforcement learning agent that observe the available resources in a physical network…
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Deep Quantum Routing Agent

Posted by By tienlinhle32 October 21, 2022Posted inDeep Learning, Presentation
My presentation of the work Deep Quantum Routing Agent for ICC 2022. I built a deep reinforcement learning agent that observe the quantum network topology and qubit capacities to route…
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Analyzing Engagement in Online Learning

Posted by By tienlinhle32 October 21, 2022Posted inDeep Learning, Presentation
This is the presentation of my work on analyzing students' concentration in online learning for IEEE Big Data 2021. I construct a pipeline that processes video data from webcam. Then,…
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Anomaly Detection in Manufacturing

Posted by By tienlinhle32 October 21, 2022Posted inDeep Learning, Presentation
This is my presentation for the work Anomaly Detection in Manufacturing for IntelliSys 2021. I built a deep neural network that detects anomalous periods during operations of a manufacturing system…
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Deep Pose Alignment

Posted by By tienlinhle32 October 21, 2022Posted inDeep Learning, Presentation
This is the presentation for my research Deep Pose Alignment for IEEE Big Data 2020. This is one step in our project on an assistant system that captures and display…
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Data Analytics Critical Applications

Posted by By tienlinhle32 October 21, 2022Posted inData Science, Deep Learning, Presentation
This is a presentation that summarized my research until 2019. I majorly designed advanced data analytics models for critical applications like cyber security and fintech.
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Deep Embedding Kernel

Posted by By tienlinhle32 October 21, 2022Posted inDeep Learning, Presentation
My presentation that I used to defend my dissertation in 2019. My research line back then focused on the Deep Embedding Kernel - a deep architecture that represent a kernel…
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Deep KNN

Posted by By tienlinhle32 October 21, 2022Posted inDeep Learning, Presentation
This is my presentation in IEEE Big Data 2018 on my research Deep K-Nearest-Neighbors (Deep KNN). This is a K-Nearest-Neighbors model enhanced by using deep neural networks.
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