Hongyu Su
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Selected work on
GitHub
Academic
P001
Dissertation
2015
TeX
Multilabel classification — Aalto
P002
Posters & Presentations
2015
TeX
Conference slides from ICML, NIPS
P003
Master Thesis
2010
TeX, R, Perl
Master's thesis — University of Helsinki
Web Applications
P004
site-finuo
2026
React, MUI, Framer Motion
Nordic travel & education agency — magazine-style premium design
live demo ↗
P005
site-travel
2026
TypeScript, Python, Docker
Travel website with destination guides and booking
live demo ↗
P006
site-ecommerce
2026
TypeScript, Python, Docker
E-commerce storefront with product catalog
live demo ↗
P007
site-photo
2026
TypeScript, Python, Docker
Photography portfolio and gallery
live demo ↗
Machine Learning Research
P008
SGNMF
2014
*******
MATLAB
NMF with graph Laplacian and sparsity constraints
P009
RTA
2014
*
Python, R, MATLAB, C
Random spanning tree approximation — NIPS
P010
L2RTA
2015
**
MATLAB, Python, C
Conditional gradient optimization extending RTA
P011
SPIN
2014
*
MATLAB, Python, C
Structured prediction of network response — ICML
P012
Molecular Classification
2013
MATLAB, R, Python, Perl
Multiple kernel learning for molecules
P013
Protein Function
2015
*
Python, R, MATLAB, Java, C
Transporter protein classification
P014
TCSOP
2014
Structured output prediction with O(k) search space
Hackathons & Competitions
P015
Facebook Challenge
2015
*
Python, MATLAB
Online fraud detection
P016
AaltoHackathon
2015
Python, MATLAB, JavaScript
Route recommendation system