LifangHe
I have a broad research interest in machine learning, data mining, and biomedical informatics.
University of Pennsylvania
Pinned Repositories
atlasreader
Python interface for generating coordinate tables and region labels from statistical MRI images
awesome-deeplearning-resources
Deep Learning and deep reinforcement learning research papers and some codes
awesome-graph-classification
A collection of important graph embedding, classification and representation learning papers with implementations.
awesome-graph-explainability-papers
Papers about explainability of GNNs
BrainGNN_Pytorch
A preliminary implementation of BrainGNN
DeepLearning
GWAS-BCCAD
Analysis Pipelines to replicatet the analysis of: Genome-Wide Association Study of Brain Connectivity Changes for Alzheimer’s Disease
KDD16_HAM
Joint Community and Structural Hole Spanner Detection via Harmonic Modularity
NeurIPS18_SURF
Boosted Sparse and Low-Rank Tensor Regression
SDM14_DuSK
DuSK: A Dual Structure-preserving Kernel for Supervised Tensor Learning with Applications to Neuroimages
LifangHe's Repositories
LifangHe/Multi-Incomplete-view-Clustering
The MATLAB code for Multi-Incomplete-view Clustering (MIC) method proposed in Multiple Incomplete Views Clustering via Weighted Nonnegative Matrix Factorization with L2, 1 Regularization, ECML-PKDD 2015.
LifangHe/MVCSS
%% Multi-View Clustering and Feature Learning via Structured Sparsity
LifangHe/balboa
data + tools for a bioinformatics project @ brown
LifangHe/CCA
:exclamation: This is a read-only mirror of the CRAN R package repository. CCA — Canonical correlation analysis
LifangHe/datamining_class
Exercise programs of datamining class - ISZC415
LifangHe/deep-cca
Deep Canonical Correlation Analysis (DCCA) implementation using Theano
LifangHe/Deep-Graph-Kernels
Deep Graph Kernels
LifangHe/lowrank-gru
Gated Recurrent Unit with Low-rank matrix factorization
LifangHe/MATLAB
NMF & FastICA
LifangHe/MC_DCNN
Multi channel deep convolutional neural network for time series classification
LifangHe/MFM-MTMV
Multilinear Factorization Machines for multi-task multi-view learning
LifangHe/MVSC
Implementation of 'Large-Scale Multi-View Spectral Clustering via Bipartite Graph'
LifangHe/Retina
LifangHe/shogun
The Shogun Machine Learning Toolbox (Source Code)