Zhen Wang's repositories
joneswong.github.io
Asphalt: the personal website of Zhen Wang (Jones).
BernNet
PyTorch implementation of "BernNet: Learning Arbitrary Graph Spectral Filters via Bernstein Approximation"
CIKM21AutoMLTutorial
The website for this tutorial.
CodeGeeX
CodeGeeX: An Open Multilingual Code Generation Model
darts-tensorflow
Tensorflow code for Differentiable architecture search
dilated-cnn-ner
Dilated CNNs for NER in TensorFlow
CSrankings
A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.
GCNII
PyTorch implementation of "Simple and Deep Graph Convolutional Networks"
GraphGym
Platform for designing and evaluating Graph Neural Networks (GNN)
KDD21AutoMLTutorial
The website contains all the materials about our KDD21 AutoML tutorial.
KDD22FLTutorial
The website about KDD22 Federated Learning Tutorial
ml_toys
toy scripts demonstrating ML ideas
neural-tangents
Fast and Easy Infinite Neural Networks in Python
Noise-Contrastive-Estimation-NCE-for-pyTorch
Re-implementation of the Noise Contrastive Estimation algorithm for pyTorch, following "Noise-contrastive estimation: A new estimation principle for unnormalized statistical models." (Gutmann and Hyvarinen, AISTATS 2010)
ProxylessNAS
[ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware. https://arxiv.org/abs/1812.00332
pytorch-policy-gradient-example
A toy example of Policy Gradient implemented in Pytorch
topicsketch
TopicSketch: Real-time Bursty Topic Detection from Twitter