I'm Lucas Chan, an MPhil candidate at HKUST supervised by Prof. Yangqiu Song. My research spans embedding model and LLM reasoning. I hold a Bachelor's degree in Computer Science & Electronic Engineering (First Class Honours) from HKUST.
- Neural Network Framework (C++): A PyTorch-like framework built from scratch in C++ (STL only), where modules can be dynamically stacked without considering the implementation of forward and backward propagation. Currently support MLP and CNN.
- Neural Stock Prophet: A PyPI package for stock forecasting using LSTM, Attention, and ARIMA.
- Federated Edge AI for 6G: Addressed computation and communication heterogeneity in federated learning using FedDyn and RIS-FL.
- Embedding model
- LLM reasoning
- Reinforcement learning
- Model architectures
- Coding (daily LeetCode)
- AI News & Trends
- Stock Trading
- Gym