Jeongwhan Choi's repositories
CV_of_Failures
Jeongwhan's CV of Failures
GNN-RAG
GNN-RAG: Graph Neural Retrieval for Large Language Modeling Reasoning
CatPapers
Cool vision, learning, and graphics papers on Cats!
Transformers_Are_What_You_Dont_Need
The best repository showing why transformers might not be the answer for time series forecasting and showcasing the best SOTA non transformer models.
An official implementation of "Periodicity Decoupling Framework for Long-term Series Forecasting" (ICLR 2024)
STG-Mamba
Official Implementation of STG-Mamba: Spatial-Temporal Graph Learning via Selective State Space Model.
llama3-from-scratch
llama3 implementation one matrix multiplication at a time
WaveGC
Official implement of 'Advancing Graph Convolutional Networks via General Spectral Wavelets'
awesome-kan
A comprehensive collection of KAN(Kolmogorov-Arnold Network)-related resources, including libraries, projects, tutorials, papers, and more, for researchers and developers in the Kolmogorov-Arnold Network field.
ChebyKAN
Kolmogorov-Arnold Networks (KAN) using Chebyshev polynomials instead of B-splines.
FCN-KAN
Kolmogorov–Arnold Networks with modified activation (using FCN to represent the activation)
FusedFourierKAN
C++ and Cuda ops for fused FourierKAN
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.
STD-MAE
[IJCAI-24] Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting
FourierKAN-mnist
MNIST example using Kolmogorov-Arnold Networks
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.
pykan
Kolmogorov Arnold Networks
TimeMixer
[ICLR 2024] Official implementation of "TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting"
BracketGraphs
Code accompanying "Reversible and irreversible bracket-based dynamics for deep graph neural networks" NeurIPS 2023 paper.
non_neg
Official Code for ICLR 2024 Paper: Non-negative Contrastive Learning