joneswong

FederatedScope

An easy-to-use federated learning platform

AutoGraph

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

BernNet

PyTorch implementation of "BernNet: Learning Arbitrary Graph Spectral Filters via Bernstein Approximation"

draw

GNSL

Graph Neural Scaling Laws

joneswong.github.io

Asphalt: the personal website of Zhen Wang (Jones).

NWGNN

some materials for reproducing the main empirical results

rl_stadium

joneswong/AutoGraph

joneswong/GNSL

Graph Neural Scaling Laws

joneswong/rl_stadium

joneswong/draw

joneswong/joneswong.github.io

Asphalt: the personal website of Zhen Wang (Jones).

joneswong/NWGNN

some materials for reproducing the main empirical results

joneswong/baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

joneswong/BernNet

PyTorch implementation of "BernNet: Learning Arbitrary Graph Spectral Filters via Bernstein Approximation"

joneswong/CIKM21AutoMLTutorial

The website for this tutorial.

joneswong/CodeGeeX

CodeGeeX: An Open Multilingual Code Generation Model

joneswong/darts-tensorflow

Tensorflow code for Differentiable architecture search

joneswong/dilated-cnn-ner

Dilated CNNs for NER in TensorFlow

joneswong/FederatedScope

joneswong/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.

joneswong/FedEx

joneswong/GATNE

Source code and dataset for KDD 2019 paper "Representation Learning for Attributed Multiplex Heterogeneous Network"

joneswong/GCNII

PyTorch implementation of "Simple and Deep Graph Convolutional Networks"

joneswong/GraphGym

Platform for designing and evaluating Graph Neural Networks (GNN)

joneswong/KDD21AutoMLTutorial

The website contains all the materials about our KDD21 AutoML tutorial.

joneswong/KDD22FLTutorial

The website about KDD22 Federated Learning Tutorial

joneswong/ml_toys

toy scripts demonstrating ML ideas

joneswong/neural-tangents

Fast and Easy Infinite Neural Networks in Python

joneswong/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)

joneswong/ProxylessNAS

[ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware. https://arxiv.org/abs/1812.00332

joneswong/pytorch-policy-gradient-example

A toy example of Policy Gradient implemented in Pytorch

joneswong/RecommenderSystems

joneswong/STRAP-git

joneswong/tnt_neurips_2021

joneswong/topicsketch

TopicSketch: Real-time Bursty Topic Detection from Twitter

joneswong/trpo