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
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.
3 May 2021
Seminar, Lecture, Talk
PHYS Seminar - Effects of Air Physisorption on Photoluminescence of Cesium Lead Halide Perovskites
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
29 Apr 2021
Seminar, Lecture, Talk
CHEM - PhD Student Seminar - Crystal Modifier – Mechanism and Medical Application
Student: Mr. Jiatao MAO
Department: Department of Chemistry, HKUST
Supervisor: Professor Qing CHEN
29 Apr 2021
Seminar, Lecture, Talk
MATH - PhD Student Seminar - Private Federated Learning
In this seminar, we will discuss private federated learning. We will firstly provide new optimization error bounds for differential private federated learning with Laplacian Smoothing (DP-Fed-LS) and heterogeneous data.
29 Apr 2021
Seminar, Lecture, Talk
CHEM - PhD Student Seminar - Design, Characterization and Applications of Persistent Organic Radicals
Student: Mr. Han YU
Department: Department of Chemistry, HKUST
Supervisor: Professor He YAN
29 Apr 2021
Seminar, Lecture, Talk
MATH - PhD Student Seminar - Adversarial Defense with Self-supervised Test-time Fine-tuning
Current neural networks can be easily attacked by small artificially chosen noise called adversarial examples.