Projects

Research projects, tools, and experiments.

6 projects

2024

MiCaM Ensemble

Exploring motif vocabularies and ensemble strategies for molecular graph generation.
- Molecular Design
- Graph Representation
- Generative Models
2024

Data Science Course Projects · HKUST(GZ)

Graduate exercises in data mining, statistical learning, and data-science computing.
- Data Science
- Machine Learning
- Data Mining
2023

AI Course Projects · SEU

Undergraduate experiments spanning graphics, planning, vision, language, and intelligent systems.
- Computer Graphics
- Artificial Intelligence
- Systems
2023

MovieLens with Spark

Recommendation models and distributed analysis of MovieLens ratings.
- Recommendation
- Apache Spark
- Data Analysis
2023

Grocery Sales Forecasting

Feature engineering and classical forecasting methods for the Corporación Favorita dataset.
- Time Series
- Forecasting
- XGBoost
2023

Financial News & Knowledge Graphs

Chinese financial news filtering, sentiment analysis, and company-relation exploration.
- NLP
- Knowledge Graphs
- Data Mining