Zhen Wang's repositories
joneswong.github.io
Asphalt: the personal website of Zhen Wang (Jones).
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.
CodeGeeX
CodeGeeX: An Open Multilingual Code Generation Model
KDD22FLTutorial
The website about KDD22 Federated Learning Tutorial
neural-tangents
Fast and Easy Infinite Neural Networks in Python
CIKM21AutoMLTutorial
The website for this tutorial.
BernNet
PyTorch implementation of "BernNet: Learning Arbitrary Graph Spectral Filters via Bernstein Approximation"
KDD21AutoMLTutorial
The website contains all the materials about our KDD21 AutoML tutorial.
GraphGym
Platform for designing and evaluating Graph Neural Networks (GNN)
GATNE
Source code and dataset for KDD 2019 paper "Representation Learning for Attributed Multiplex Heterogeneous Network"
ml_toys
toy scripts demonstrating ML ideas
GCNII
PyTorch implementation of "Simple and Deep Graph Convolutional Networks"
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)
darts-tensorflow
Tensorflow code for Differentiable architecture search
ProxylessNAS
[ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware. https://arxiv.org/abs/1812.00332
baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
pytorch-policy-gradient-example
A toy example of Policy Gradient implemented in Pytorch
dilated-cnn-ner
Dilated CNNs for NER in TensorFlow
topicsketch
TopicSketch: Real-time Bursty Topic Detection from Twitter