Welcome to my blog! This is a simple static blog built with a custom Python script that converts Markdown to HTML.
Why Start a Blog?
I've decided to start writing about my research interests, technical notes, and thoughts on various topics in machine learning and software engineering.
Math Support
This blog supports KaTeX for rendering mathematical equations. Here's the famous Euler's identity:
$$e^{i\pi} + 1 = 0$$
And here's an inline example: the quadratic formula is $x = \frac{-b \pm \sqrt{b^2 - 4ac}}{2a}$.
For my research in graph neural networks, we often deal with message passing:
$$h_v^{(k)} = \sigma\left( W^{(k)} \cdot \text{AGG}\left( {h_u^{(k-1)} : u \in \mathcal{N}(v)} \right) \right)$$
Code Examples
Here's a simple Python function:
def is_prime(n):
"""Check if a number is prime."""
if n < 2:
return False
for i in range(2, int(n ** 0.5) + 1):
if n % i == 0:
return False
return True
And some JavaScript:
const greet = (name) => {
console.log(`Hello, ${name}!`);
};
What's Next?
I plan to write about:
- Graph neural network explanations
- Adversarial robustness in deep learning
- Research notes and paper summaries
Stay tuned!