10 Oct 2025
Seminar, Lecture, Talk
IAS / School of Science Joint Lecture - Use of Large Animal Models to Investigate Brain Diseases
Abstract Genetically modified animal models have been extensively used to investigate the pathogenesis of age-dependent neurodegenerative diseases, such as Alzheimer (AD), Parkinson (PD), Huntington (HD) diseases, and Amyotrophic Lateral Sclerosis (ALS). The common feature of these diseases…
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4 May 2021
Seminar, Lecture, Talk
MATH - PhD Student Seminar - Nonlinear Compensation in Optical Communication System by Neural Network
With the rapid increase in the data volume of modern communications, optical fiber infrastructures are required to have a larger capacity and higher transmission rate.
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4 May 2021
Seminar, Lecture, Talk
MATH - PhD Student Seminar - Point-of-Interest(POI) Recommendation of Location-Based Social Network Using Tensor Factorization
With the rapid development of wireless communication technologies, location-based social networks(LBSNs), such as Foursquare and Gowalla, have become very popular. LBSNs have attracted millions of users to share their social friendship and their locations via check-ins.
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3 May 2021
Seminar, Lecture, Talk
PHYS Seminar - Effects of Air Physisorption on Photoluminescence of Cesium Lead Halide Perovskites
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3 May 2021
Seminar, Lecture, Talk
MATH - PhD Student Seminar - Causality detection with attention mechanism on time series data
Time series forecasting is widely used in many fields including stock price forecasting, weather prediction, signal data distribution, lossless compression etc.
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3 May 2021
Seminar, Lecture, Talk
MATH - PhD Student Seminar - Learning Molecular Dynamics with LSTM and Transformer
Recurrent neural networks like long short-term memory (LSTM) have been utilized  as a tool for mo
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3 May 2021
Seminar, Lecture, Talk
MATH - PhD Student Seminar - Two-stage Fourth-order finite difference gas-kinetic schemes (GKS) for the Euler and Navier-Stokes equations
With the two-stage fourth-order temporal evolution of the gas distribution function and Weighted Essentially Non-Oscillatory (WENO) reconstruction, a high-order finite difference gas-kinetic scheme is proposed.
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3 May 2021
Seminar, Lecture, Talk
MATH - PhD Student Seminar - Community Detection on Mixture Multi-Layer Networks via Regularized Tensor Decomposition
We study the problem of community detection in multi-layer networks, where pairs of nodes can be related in multiple modalities.
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1 May 2021
Seminar, Lecture, Talk
MATH - PhD Student Seminar - Training differential private network via feature mixup
Deep learning is widely used in different areas such as computer vision, natural language processing, and medical data analysis.  The success of deep learning relies on large scale dataset which contains data from different sources.  However, the massive data collection
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