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Shengsheng's Projects

shdp icon shdp

Nonparametric Topic Modeling with Word Vectors

snap icon snap

Stanford Network Analysis Platform (SNAP) is a general purpose network analysis and graph mining library.

stip_fisher icon stip_fisher

Action recognition with STIP features and my own Fisher vector implementation

stronger_gcn icon stronger_gcn

PyTorch implementation of "Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks"

su_classification icon su_classification

Implementation for "Classification from Pairwise Similarity and Unlabeled Data"

svae icon svae

code for Structured Variational Autoencoders

swbmodel icon swbmodel

Java implementation for Modeling General and Specific Aspect of Documents with a Probabilistic Topic Model

text_gcn icon text_gcn

Graph Convolutional Networks for Text Classification. AAAI 2019

textclassifier icon textclassifier

Text classifier for Hierarchical Attention Networks for Document Classification

textvae icon textvae

Theano code for experiments in the paper "A Hybrid Convolutional Variational Autoencoder for Text Generation."

tf-gnn icon tf-gnn

TensorFlow Implementation of Graph Attention Network and Graph Convolutional Network

thesis icon thesis

my PhD thesis on Bayesian inference

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