jeongwhanchoi

STG-NCDE

"Graph Neural Controlled Differential Equations for Traffic Forecasting", AAAI 2022

BSPM

Blurring-Sharpening Process Models for Collaborative Filtering, SIGIR'23

GREAD

GREAD: Graph Neural Reaction-Diffusion Networks, ICML 2023

one-shot-optimization

This is the repository of our accepted CIKM 2022 paper "Prediction-based One-shot Dynamic Parking Pricing".

curriculum-vitae

jeongwhanchoi

Adaptive-Message-Passing

Official Repository of Adaptive Message Passing

BracketGraphs

Code accompanying "Reversible and irreversible bracket-based dynamics for deep graph neural networks" NeurIPS 2023 paper.

CV_of_Failures

Jeongwhan's CV of Failures

Graph-ViT-MLPMixer

Repository for Graph ViT/MLP-Mixer

hcmt

Learning Flexible Body Collision Dynamics with Hierarchical Mesh Transformer, Accepted in ICLR 2024

HodgeRandomWalk

Official repository of NeurIPS 2023 paper - Facilitating Graph Neural Networks with Random Walk on Simplicial Complexes

iTransformer

Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight), https://openreview.net/forum?id=JePfAI8fah

laser-release

safari

Convolutions for Sequence Modeling

TabPFN

Official implementation of the TabPFN paper (https://arxiv.org/abs/2207.01848) and the tabpfn package.

TimeMachine

TimeMachine: A Time Series is Worth 4 Mambas for Long-term Forecasting

Awesome-Graph-Research-ICLR2024

It is a comprehensive resource hub compiling all graph papers accepted at the International Conference on Learning Representations (ICLR) in 2024.

challenge-icml-2024

Official repository for the ICML 2024 Topological Deep Learning Challenge, hosted by the Geometry-grounded Representation Learning and Generative Modeling (GRaM) Workshop at ICML.

ChebyKAN

Kolmogorov-Arnold Networks (KAN) using Chebyshev polynomials instead of B-splines.

CRaWl

differentiable_cell-complex_module

FCN-KAN

Kolmogorov–Arnold Networks with modified activation (using FCN to represent the activation)

FourierKAN-mnist

MNIST example using Kolmogorov-Arnold Networks

FusedFourierKAN

C++ and Cuda ops for fused FourierKAN

GraphKAN-Graph-Kolmogorov-Arnold-Networks

kan-ode

Rough experiments on using Kolmogorov-Arnold Networks (KANs) as the replacement layers in a latent dynamics function, e.g. as the layers of a neural ODE.

neural-k-forms

Simplicial Representation Learning with Neural k-Forms

non_neg

Official Code for ICLR 2024 Paper: Non-negative Contrastive Learning

pykan

Kolmogorov Arnold Networks