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siujohnjai's Projects

aser icon aser

ASER (Activities, States, Events, and their Relations): a large-scale weighted eventuality knowledge graph.

discos-commonsense icon discos-commonsense

This code for WWW 2021 paper, DISCOS: Bridging the Gap between Discourse Knowledge and Commonsense Knowledge (https://arxiv.org/abs/2101.00154).

gatne icon gatne

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

hne icon hne

Heterogeneous Network Embedding: Survey, Benchmark, Evaluation, and Beyond

mad-gans icon mad-gans

Applied generative adversarial networks (GANs) to do anomaly detection for time series data

ms-g3d icon ms-g3d

[CVPR 2020 Oral] PyTorch implementation of "Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition"

openke icon openke

An Open-Source Package for Knowledge Embedding (KE)

openstl icon openstl

OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning

pyhgt icon pyhgt

Code for "Heterogeneous Graph Transformer" (WWW'20), which is based on pytorch_geometric

timegan icon timegan

Codebase for Time-series Generative Adversarial Networks (TimeGAN) - NeurIPS 2019

transomcs icon transomcs

TransOMCS is a commonsense knowledge resource transferred from ASER. It is in the format of OMCS but two orders of magnitude larger.

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