Jerry-jwz

AGCRN

Adaptive Graph Convolutional Recurrent Network

ASTGNN

This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/9346058.

attention-learn-to-route

Attention based model for learning to solve different routing problems

Audio-Enhancement-via-ONMF

audio-SNR

Mixing an audio file with a noise file at any Signal-to-Noise Ratio (SNR)

CAL

[KDD 2022] "Causal Attention for Interpretable and Generalizable Graph Classification" by YongduoSui, Xiang Wang, Jiancan Wu, Min Lin, Xiangnan He, Tat-Seng Chua

CAL-ACL2024

Calculate-SNR-SDR

Script to calculate SNR and SDR using python

Caseq

The official implementation for "Towards Out-of-Distribution Sequential Event Prediction: A Causal Treatment" which is accepted to NeurIPS22.

Causal-Inference-via-Style-Transfer-for-OOD-Generalisation

Here is the codebase for our accepted paper in the Research Track of KDD'23 on 'Causal-Inference-via-Style-Transfer-for-OOD-Generalisation'.

Jerry-jwz/CLUB

Code for ICML2020 paper - CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information

Jerry-jwz/GraphOOD-EERM

Jerry-jwz/congestion_propagation_inference

Jerry-jwz/TNNLS2022-DGNN

Source code for "Debiased Graph Neural Networks with Agnostic Label Selection Bias"

Jerry-jwz/DeepExtremeMixtureModel

Official code release for Deep Extreme Mixture Model by Wilson, McDonald, Galib, Tan, and Luo.

Jerry-jwz/DL-Traff-Graph

[CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Graph Part)

Jerry-jwz/toolkit

Jerry-jwz/Audio-Enhancement-via-ONMF

Jerry-jwz/jerry-jwz.github.io

Jerry's personal website

Jerry-jwz/DL-Traff-Grid

[CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)

Jerry-jwz/audio-SNR

Mixing an audio file with a noise file at any Signal-to-Noise Ratio (SNR)

Jerry-jwz/vgae_pytorch

This repository implements variational graph auto encoder by Thomas Kipf.

Jerry-jwz/kymatio

Wavelet scattering transforms in Python with GPU acceleration

Jerry-jwz/ASTGNN

This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/9346058.

Jerry-jwz/numpy-ml

Machine learning, in numpy

Jerry-jwz/STGNN

The pytorch implementation of Traffic Flow Prediction via Spatial Temporal Graph Neural Network

Jerry-jwz/attention-learn-to-route

Attention based model for learning to solve different routing problems

Jerry-jwz/Multi-Agent-Deep-Deterministic-Policy-Gradients

A Pytorch implementation of the multi agent deep deterministic policy gradients (MADDPG) algorithm

Jerry-jwz/ONMF_ONTF_NDL

Online Matrix/Tensor Factorization and applications to Network Dictionary Learning and images

Jerry-jwz/GuidedNMF

[Paper] Repository for the paper "On a Guided Nonnegative matrix factorization," a method for guiding the formation of topics using seed words.

Jerry-jwz/learning-tsp

Code for the paper 'Learning TSP Requires Rethinking Generalization' (arXiv Pre-print)

Jerry-jwz/pbPlots

A plotting library available in many programming languages.

Jerry-jwz/POMO

codes for paper "POMO: Policy Optimization with Multiple Optima for Reinforcement Learning"

Jerry-jwz/AGCRN

Adaptive Graph Convolutional Recurrent Network

Jerry-jwz/eco-dqn

Implementation of ECO-DQN as reported in "Exploratory Combinatorial Optimization with Reinforcement Learning".

Jerry-jwz/Musisep

Source Separation on Musical Instrument Sounds

Jerry-jwz/USTC_CG

00106501: Computer Graphics (Spring-Summer 2020)

Jerry-jwz/pygcn

Graph Convolutional Networks in PyTorch

Jerry-jwz/Counterfactual-Recurrent-Network

Code for ICLR 2020 paper: "Estimating counterfactual treatment outcomes over time through adversarially balanced representations" by I. Bica, A. M. Alaa, J. Jordon, M. van der Schaar

Jerry-jwz/Calculate-SNR-SDR

Script to calculate SNR and SDR using python