Kaiyuan Lou's HomePage

Welcome to Kaiyuan (Jeremy) Lou's homepage.

Education
...

Duke University, 2020-2024, Data Science
Duke Kunshan University, 2020-2024, Data Science
Carnegie Mellon University, 2024-2026, Information Networking

Skills
...

Programming Language

Confident in: Python, Rust (without macro), Markdown, LaTex
Comfortable with: C++, C#, JavaScript, HTML/CSS
Have some experience with: C, Java, Lua, Go, R, MatLab

Libraries/Frameworks/Engines

Confident in: Numpy, Scikit-learn, PyTorch, Rapier, Bevy, Django
Comfortable with: Rocket, Tensorflow, OpenFrameworks, OpenCV
Have some experience with: React, Unity, D3.js

Interests
...

Research

Similarity Search, Multi-object Optimization, Generative Machine Learing, Genetic Algorithm, Biomimetic Nueral Networks

Programming

Software Engineering, Full-stack Development, Game Development, Novel structured Neural Networks, Programming Language

Others

Oriental Literature, Fictions/Short Stories, Philosophy of Mind, Ontology, Astronomical Photography, Movie, Road Trip, Badminton

Products
...

Tools
...

MidVoxIO: A Python io to load/write/visualize vox files
Peduncle: DOM based HTML content extraction tool

Engineering Projects
...

EvoSim: An Evolution Simulator
SearchSo: A search engine

Research Projects
...

Improved NSGA-II: Using portfolio optimization task to test an improved NSGA-II approach
Enhancing DPR: Enhancing Dense Retrieval Efficiency with Hierarchical Clustering
3d_voxel_gen: A 3d voxel model generator base on NCA

Other Links
...

Blog: Kaiyuan Lou writes blogs and stories (but mainly in Chinese).
Github: Kaiyuan Lou coding sometimes.
WakaTime: You can find Kaiyuan Lou's working hours here (but only after July 2023).

Gallery
...

NCA Hybrid voxel generation
...

A new 3d NCA design that can hybrid multiple 3d models.

visit gihub: https://github.com/midstreeeam/3d-voxel-gen

Octopus Net
...

A special neural network design that is used for powering virtual creatures.

Detailed information here: https://evosim.kaiyuanlou.com/docs/OctopusNet.html

Search Engine
...

A gif demo for Search-So search engine.

visiting https://doc.searchso.cn/ for more information!

I changed Python's grammar!
...

Thanks, Python!

Attending CHCHI 2023
...

In case you don't know who I am.

Improve NSGA algorithm
...

The improved NSGA-II algorithm beats NSGA-III in finding better pareto front!

See detailed information here: https://kaiyuanlou.com/pubs/Optimizing%20Portfolios%20with%20Modified%20NSGA-II%20Solutions.html